Category: ReliabilityX Blog

  • Business Acumen: Financial Statements for Operators

    Business Acumen: Financial Statements for Operators

    Financial Statements for Operators 

    You don’t need to read them like an accountant. You need to read them like the person who moves the numbers on them. 

    Say the words “financial statements” in a plant and watch people’s eyes glaze over. Don’t let yours. Here’s the good news: there are only three, and you only need a working understanding of each. Together they answer three plain questions. Is the company healthy? Is it growing? Can it pay its bills? 

    Once you can read these three the way you read a downtime report, the budget conversation stops being intimidating and starts being a place where you have the upper hand. 

    The three statements at a glance 

    Statement  What it tells you  Plant floor translation 
    Income Statement  Did we make a profit over a period of time?  Did we ship more value than we burned in costs? 
    Balance Sheet  What do we own and what do we owe right now?  How much inventory and equipment is sitting around? 
    Cash Flow Statement  Did cash actually come in or go out?  Can we pay vendors, payroll, and capital projects this month? 

    The income statement (the P&L) 

    Read it top to bottom and it tells a story: 

    • Revenue. What we sold. 
    • Minus Cost of Goods Sold (COGS). What it cost to make what we sold: materials, direct labor, manufacturing overhead. 
    • Equals Gross Profit. 
    • Minus Operating Expenses. Sales, general and administrative, R&D, other overhead. 
    • Equals Operating Income (EBITDA). 
    • Minus Interest, Taxes Depreciation and Amortization. 
    • Equals Net Income. 

    Here’s the part that should make you sit up. Almost everything that happens on your floor lands in one line: COGS. Scrap, rework, breakdown overtime, energy, raw material; all of it flows into Cost of Goods Sold. That is why plant performance is one of the most direct ways to move profit in the entire company. You are not a support function on this statement. You are sitting on the biggest lever it has. 

    Real-world example: how one bad week shows up. A bottling plant strings together breakdowns in week 3 of the month. Watch where it lands on the income statement: 

    • Volume drops, so revenue falls about $180,000. 
    • Overtime to catch up pushes COGS labor up $22,000. 
    • Expedited freight to hit customer dates adds $15,000 to COGS freight. 
    • Scrap from startup defects after each restart adds $9,000 in COGS materials. 

    Total profit hit: roughly $226,000 in one week, and most of it stayed invisible until the month closed. 

    That last line is the whole point. The damage was real on the floor in week 3, but nobody felt it on paper until the books closed weeks later. The person with business acumen connects those two moments before the month ends. 

    The balance sheet 

    If the income statement is a movie of a time period, the balance sheet is a photograph taken on a single day. It shows everything the company owns and everything it owes. 

    Assets = Liabilities + Equity 

    What we have = what we owe + what’s left for the owners. 

    Where does the plant show up here? 

    • Inventory. Raw materials, work in process, and finished goods. Every dollar tied up here is a dollar not earning anything else. 
    • Property, Plant and Equipment. Your machines, lines, and building. Their value is depreciated over time. 
    • Spare parts (MRO). Sometimes counted as inventory, sometimes capitalized. Either way, it’s cash sitting on a shelf. 
    • Accounts Payable. What you owe vendors for materials and services you haven’t paid for yet. 

    Notice the tension built into your stockroom. Carry too much “just in case” spare-parts inventory and you tie up cash that could be working elsewhere. Carry too little and you risk extended downtime when a critical part isn’t on hand. There’s no perfect number; there’s a strategy, and we’ll build it in Part 5. 

    The cash flow statement 

    This is the one that trips people up, so I’ll keep it short here and give it the full treatment in the next post. The headline is this: a company can be profitable and still go broke, because profit and cash are not the same thing. The cash flow statement tracks the actual money moving in and out of the bank account, in three buckets: 

    • Operating cash flow. Cash from running the business. 
    • Investing cash flow. Cash spent on, or received from, buying and selling assets like equipment. 
    • Financing cash flow. Cash from loans, investors, dividends, and debt repayment. 

    Hold that thought. The gap between profit and cash is where a lot of good plant decisions live or die, and it’s exactly where we’re headed next. 

    Try it yourself 

    Pull your plant’s last income statement or ask Finance for one. Find: 

    • Total revenue for the period. 
    • COGS. 
    • Gross profit (revenue minus COGS). 
    • Gross margin percentage (gross profit divided by revenue). 

    Then estimate one thing: what happens to gross margin if your plant cuts unplanned downtime by 5%? Even a rough number is fine. The point isn’t precision yet; it’s building the muscle of connecting a floor action to a financial line. 

    Key takeaways 

    • There are only three statements, and you only need a working grasp of each. 
    • Income Statement is the profit story, and COGS is where your floor lands. 
    • Balance Sheet is what you own and owe; inventory, equipment, and spare parts are your footprint on it. 
    • Cash Flow is actual money movement, and profit and cash are not the same thing. 
    • Plant performance moves COGS directly, and COGS moves net income directly. You hold a real lever. 

     

    Coming next, Part 1, Post 3: Profit vs. Cash, Why They Are Not the Same.

  • Business Acumen: Thinking Like The Business

    Business Acumen: Thinking Like The Business

    How Your Business Actually Makes Money 

    Before you can fix the floor, you have to see the floor the way the business sees it. 

    Most of us came up through the technical side. We learned the equipment, the process, the schedule. What almost nobody handed us along the way was a simple picture of how the whole company actually makes money. And until you have that picture, every financial conversation feels like it’s happening in a language you were never taught. 

    So let’s start there. Forget the org chart for a minute. No matter how complicated your company looks on paper, it runs on the same simple engine. 

    The engine, in plain English 

    A manufacturing business makes money by converting raw materials into finished goods that customers will pay more for than the materials and the conversion cost combined. 

    That difference is your contribution. You pay your fixed costs out of that contribution, and whatever is left is profit. That’s the whole machine. Everything else in this series is just a more detailed look at one part of it. 

    Three ideas make the engine run: how revenue is built, how costs behave, and what’s left over. Let’s take them in order. 

    The three levers of revenue 

    Revenue doesn’t just show up. It gets built from three knobs, and plant decisions touch all three. 

    • Volume. How many units you ship. 
    • Price. What you charge per unit. 
    • Mix. Which products you ship, because some carry higher margins than others. 

    These interact in ways that aren’t always obvious. Push volume by discounting to move product, and your price knob drops; you might end up flat. Ship more of your high-margin products, and revenue can climb even if total units stay the same. When you free up capacity on a constrained line, you’re not just making “more stuff.” You may be changing the mix, and that can matter more than the raw count. 

    How costs behave: fixed versus variable 

    This is the single most important cost concept on the floor, and it’s the one that explains why downtime hurts the way it does. 

    Cost type  Behavior  Plant examples 
    Fixed  Stays the same whether you make 1 unit or 1,000  Building lease, salaried staff, depreciation on equipment 
    Variable  Rises and falls with how much you produce  Raw materials, packaging, energy on running equipment, hourly overtime 

    Here’s why it matters. When a line goes down, you stop spending the variable cost on the units you didn’t make, except for the labor you are paying to stand around. This raises the cost per unit and the fixed cost meter keeps running the entire time the line sits dark. The lease, the salaries, the depreciation; none of it pauses. That’s why every hour of unplanned downtime costs more than people expect. 

    Contribution margin: the number that sizes everything 

    Contribution margin is the money left from each unit sold after you subtract that unit’s variable cost. It’s what’s available to cover fixed costs and other overhead and then turn into profit. 

    Contribution margin per unit = selling price minus variable cost per unit 

    Total contribution = contribution per unit times units sold 

    Remember the packaging line from the intro? Let’s do the full math this time. 

    Worked example: a pet food packaging line. A 30 lb bag sells for $24. The variable cost (kibble, bag, film, energy, direct labor) is $14. So contribution per bag is $10. 

    Plant fixed costs are $400,000 per month. Divide that by the $10 per bag, and your break-even is 40,000 bags per month. Every bag past 40,000 drops a clean $10 to the bottom line. 

    Now a breakdown costs you 5,000 bags this month. If you were already above break-even, your fixed costs were covered, so that $10 per bag was pure profit. Five thousand bags times $10 is $50,000 of profit gone. Not revenue. Profit. And you’ll never get it back. 

    That’s the move that gets your projects funded. Anyone can say “the line was down for a shift.” The person with business acumen says “that shift cost us $50,000 in profit,” and suddenly the room is paying attention. 

    Break-even thinking 

    Break-even units = fixed costs divided by contribution margin per unit 

    Once you know your break-even point, the picture gets sharp. Every unit above it is profit. Every unit below it is a loss. This is also why a plant running close to break-even feels every disruption so hard; there’s no cushion of profitable volume to absorb the hit. The closer you operate to that line, the more expensive each lost unit becomes. 

    Try it yourself 

    Pick one product line in your plant. Estimate these, or ask Finance: 

    • Selling price per unit. 
    • Variable cost per unit. 
    • Total monthly fixed cost allocated to that line. 

    Then calculate: 

    • Contribution margin per unit (price minus variable cost). 
    • Break-even units per month (fixed cost divided by contribution margin). 
    • How many units above break-even you shipped last month. That’s your profit contribution. 

    If you don’t know these numbers, that’s not a failure. That’s the first finding of the exercise, and it’s exactly the gap this series is here to close. 

    Key takeaways 

    • Revenue is moved by volume, price, and mix, and plant decisions touch all three. 
    • Fixed costs run no matter what you produce. That’s why downtime is so expensive. 
    • Contribution margin is the single most important number for sizing the impact of a loss. 
    • Every unit above break-even is profit. Every unit below it is bleeding.

    Coming next, Part 1, Post 2: Financial Statements for Operators. 

     

  • Business Acumen for Manufacturers

    Business Acumen for Manufacturers

    The gap nobody warns you about, and the series that closes it 

    In all my years of turning plants from reactive to profit-producing, I’ve found a handful of gaps that show up again and again, and they don’t seem to care what industry you’re in. Food, chemicals, metals, packaging, pulp and paper; the same gaps are waiting in every plant I walk into. 

    The biggest one is leadership constraint. That’s a series for another day. 

    The close second is business acumen, and it’s the one almost nobody sees coming. It’s hidden. Most people don’t know it exists, let alone know they need it. They were promoted because they were good at the technical work. They could fix the line, run the schedule, hit the numbers. Then one day someone in a meeting asked, “Okay, but what does that do to EBITDA?” and the room went quiet. 

    If you’ve ever been in that room, this series is for you. 

    What business acumen actually is 

    Let’s clear something up right away: business acumen is not an accounting class. You don’t need a finance degree, and you don’t need to love spreadsheets. 

    Business acumen is the ability to look at what’s happening on your floor and understand what it’s doing to cost, cash, and risk, and then make decisions accordingly. It’s the bridge between a leaking gearbox and a board meeting. It’s what lets you walk into a budget conversation and say, in language leadership actually funds, “This failure mode is costing us $50,000 a month in lost profit, and here’s the fix that pays for itself in eleven weeks.” 

    That’s the difference between being the person who asks for money and being the person who makes the case for it. 

    Here’s the part that surprises people most: you already have the data. The downtime logs, the work orders, the scrap reports, the parts usage; it’s all sitting in your systems right now. What’s missing isn’t data. What’s missing is the skill to translate that data into the three things every business actually cares about: cost, cash, and risk. 

    That skill is learnable. That’s what this series is about. 

    Why this gap is so expensive 

    When a line goes down, most people instinctively think about lost revenue. But revenue isn’t what disappears. Profit is. 

    Picture a packaging line. A bag of product sells for $24, and the variable cost to make it (materials, film, energy, direct labor) is $14. That leaves $10 of contribution on every bag. Now a breakdown costs you 5,000 bags this month. That’s not $120,000 of revenue gone, and it’s not even the $50,000 of contribution you’d guess at first glance. Once you account for the fixed costs that kept running the whole time the line sat dark, the hit to the bottom line is real money you’ll never get back. 

    The technician who can see that math, and explain it, gets their projects funded. The one who can’t gets told “no budget this quarter” and watches the failure repeat. 

    That’s the cost of the acumen gap. It’s not abstract. It shows up in every deferred repair, every under-resourced reliability program, and every good idea that died because it was pitched in the wrong language. 

    How this series is built 

    We’re going to break business acumen into six parts, with multiple posts under each. We’ll go in order, because the parts build on each other; but each post will stand on its own so you can jump to what you need. 

    Part 1: Thinking Like the Business. Before you can fix the floor, you have to see the floor the way the business sees it. How your company actually makes money, the financial statements that matter, and why profit and cash are not the same thing. 

    Part 2: Where the Money Hides. Money leaks out of a plant in far more places than most people track. We’ll map out exactly where it’s hiding, across equipment, people, and resources, so you stop guessing and start finding it. 

    Part 3: Measuring What Matters. You can’t fund what you can’t size. This is where you learn to measure the bleeding, to put a real number on a loss instead of a gut feeling, and where to focus first. 

    Part 4: Building the Business Case. This is the financial language that gets things funded: cost-benefit analysis, payback, ROI, and the silent killer almost nobody quantifies, the cost of inaction. 

    Part 5: Connecting Reliability to Profit. Here’s where it all comes together at the strategic level: throughput thinking, working capital and spare parts, and how maintenance stops being a cost center and starts being a profit lever. 

    Part 6: Acumen in Action. The capstone. Making decisions and tradeoffs under real constraints, translating technical findings into business language, and putting the whole picture to work in your next staff meeting. 

    A promise before we start 

    Every formula and idea in this series has been kept as simple as it can be while still being honest. If a CFO would scoff at it, it’s not here. If a frontline supervisor wouldn’t understand it, it got rewritten. 

    Simplicity is not the enemy of rigor. It’s the price of being heard. 

    If you can talk about cost, cash, and risk in the same sentence as your equipment, you’re already doing it right. By the end of this series, that won’t feel like a stretch. It’ll feel like how you think. 

    Let’s get to work. 

    Coming next, Part 1, Post 1: How Your Business Actually Makes Money. 

  • The High Cost of Lean at the Wrong Maturity Level

    The High Cost of Lean at the Wrong Maturity Level

    Walk into almost any plant with an active continuous improvement program and you will find a portfolio of lean tools in deployment. Value stream mapping, kaizen events, SMED, 5S, standard work, visual management, and sometimes a kanban system or a set of Six Sigma DMAIC projects layered on top. The CI manager has a roadmap, the lean coordinator has a calendar full of events, and the team is busy.

    Busy is not the same as effective.

    There is a quiet failure mode in continuous improvement programs that appears in many organizations. Lean tools are often deployed at a moment when the operation is not mature enough to benefit from them. The tools themselves are not incorrect, and they are frequently executed with technical precision. When they are applied before the underlying operation is doing the right things, the result is a system that performs the wrong activities with greater speed and consistency.

    This article focuses on that sequencing challenge and explains why effectiveness must always precede efficiency in every operation.

    What Lean Is Actually For

    Lean is fundamentally the systematic removal of waste. This principle shaped the Toyota Production System, reflected the direction Henry Ford was already pursuing a generation earlier, and remains the foundation of every legitimate lean tool in use today.

    The eight wastes that practitioners recite so often are simply variations of the same idea. Organizations must identify activity that does not add value to the customer, remove it, streamline what remains, and continue that cycle with discipline.

    When lean is applied at the correct moment, it becomes transformational. It elevates mature operations into truly excellent ones, reveals capacity that was previously hidden inside the friction of daily work, and removes real cost from the business.

    When lean is applied at the wrong moment, it produces a very different outcome.

    The Failure Mode: Efficient Wrong Things

    A process that does not deliver the correct outcome can be mapped, streamlined, standardized, balanced, and improved through a series of lean events. Cycle time will fall, variation will tighten, and the team will celebrate the visible gains. The underlying operation, however, will not be meaningfully better.

    A classic example is a maintenance organization that operates reactively. Work orders arrive unplanned, parts are expedited, jobs are rushed, equipment fails again, and the cycle repeats. A lean team may map the value stream of this reactive work and remove waste from the process. Technicians will reach broken equipment faster, parts will be staged more effectively, and the workflow will appear more organized.

    The organization will now have a highly efficient reactive maintenance function, which is still a reactive maintenance function. The losses being optimized were never meant to be optimized. They were meant to be eliminated through a shift to proactive maintenance. Lean has made the organization better at the wrong thing.

    This pattern appears in every domain. A quality team that relies on end‑of‑line inspection can make the inspection process more efficient, although the correct move is to improve the upstream process so inspection becomes unnecessary. A planning function that spends most of its time expediting can streamline the expediting process, although the correct move is to plan further ahead so expediting is no longer the dominant mode. An operations team that performs constant changeovers due to poor scheduling can reduce changeover time through SMED, although the correct move is to consolidate the schedule.

    In each case, lean produces measurable results, yet the fundamental issue remains untouched. In some organizations, early lean deployment even reinforces the wrong process by making it appear optimized and acceptable.

    The Curve You Are Trying to Climb

    Improvement does not follow a straight line. It follows a curve.

    When an operation is underperforming because it is doing the wrong things, missing essential disciplines, or lacking mature core processes, the improvement potential from becoming effective is enormous. A reactive plant that becomes proactive experiences significant gains. A plant with no planning function that builds one experiences significant gains. A plant with no precision standards that adopts them experiences significant gains. These are the high‑leverage moves that come from improving effectiveness.

    Eventually, the major effectiveness gains are exhausted. The plant begins doing the right things consistently. The remaining losses are smaller, more subtle, and more deeply embedded in the flow of work. This is the point where the curve flattens, and efficiency becomes the primary lever. Lean tools are designed for this stage, when the operation is mature and the remaining waste is difficult to detect.

    The mistake occurs when organizations reach for lean while they are still on the steep part of the effectiveness curve. They trade large, fundamental gains for small, incremental ones. They invest time, resources, and credibility into lean events that produce modest improvements while ignoring the foundational changes that would produce step‑change performance.

    Effectiveness must come first. Efficiency must follow. The order is not optional.

    How to Tell Which Phase You Are In

    If you are unsure whether your operation is ready for serious lean deployment, consider the following questions.

    Are you doing the right things, defined by current best practice in your industry? This is not a question about effort or activity. It is a question about whether the disciplines, methodologies, and processes that produce excellent outcomes are present and functioning.

    Have you closed the obvious gaps? Major discipline gaps such as the absence of a planning function, a predictive program, operator care, work execution standards, or asset criticality analysis are effectiveness issues. Lean will not fix them.

    Are your remaining losses small, difficult to identify, and challenging to eliminate? This is a signal that lean is appropriate. The operation has matured, the obvious moves are complete, and the remaining waste is buried in well‑functioning processes.

    Do improvements sustain over time? Sustainability is a prerequisite. If basic disciplines erode within months, lean improvements will erode as well. The foundation must be stable before efficiency tools can take hold.

    If the honest answer to the first three questions is no, the organization is not ready for lean as the primary improvement lever. The focus must shift to effectiveness, capability building, and closing foundational gaps. Lean remains in the toolkit, although it should not lead the strategy.

    If the answer to the first three questions is yes, lean becomes the correct next step. The major effectiveness gains are behind you, and the remaining waste requires the precision of lean methods.

    What This Means for Your CI Strategy

    Several practical implications follow from this understanding.

    Sequence effectiveness work before lean work. Plants that begin from a reactive or under‑disciplined state should focus their initial improvement portfolio on building the right capabilities rather than running lean events against immature processes.

    Do not confuse activity with progress. A full CI calendar is evidence of activity, not improvement. Outcomes matter more than events.

    Match the tool to the maturity of the operation. Capability‑building methodologies such as RCM, planning and scheduling, criticality analysis, operator care, predictive maintenance, and standard work development belong on the steep part of the curve. Lean and Six Sigma belong on the flatter part. Use them in that order.

    Audit your CI portfolio for misapplied tools. Evaluate each initiative and determine whether it makes the organization better at doing the right thing or more efficient at doing the wrong thing. The answer determines whether the project belongs.

    Build lean capability in advance of when you will need it. This is not an argument against lean. It is an argument for sequencing. Train your people, build the skill, and develop the toolkit so it is ready when the operation reaches the appropriate level of maturity.

    The Bottom Line

    Lean is one of the most powerful improvement disciplines ever created. It elevates mature operations into elite performers and removes real cost from well‑functioning businesses. The principles are sound, the tools are excellent, and the methodology has earned its reputation.

    Timing determines the outcome. A powerful tool deployed at the wrong moment delivers the wrong result. Lean applied before effectiveness creates efficient bad processes. Lean applied after effectiveness creates excellent ones.

    Start with effectiveness. Establish the right disciplines. Mature the operation. Then apply lean to what remains and watch it deliver exactly what it was designed to deliver.

    Right thing first. Right thing efficiently second. Always in that order.

    If your organization is ready to move from activity to real progress, contact us to discuss how we can help you build the right foundation and deploy the right tools at the right time. Contact us today! 

  • Building a Pull System: How Corporate Teams Without Direct Authority Drive Real Adoption

    Building a Pull System: How Corporate Teams Without Direct Authority Drive Real Adoption

    This is the third post in a series on corporate functional teams that operate with indirect influence over the operating sites. The centers of excellence, governance functions, and operational support teams that develop standards and best practices and rely on the sites to actually adopt them. 

    The first post diagnosed the failure pattern, compliance theater driven by a default push model. The second post argued that the most counterintuitive rule for these teams is your peer group is not your working group, and your real customer is site leadership rather than the SME you work with day-to-day. 

    This third post is the practical playbook. How do you actually build a pull system? What are the operating mechanisms that make it work? 

    The Pull Process Flow 

    Start with the core process. In a pull system, the sequence is fundamentally different from the standard top-down rollout. Here’s what it looks like in operation: 

    Step 1: Sites assess against business outcomes. Not against your standard, against the outcomes their site leadership is accountable for. Production. Safety. Quality. Cost. Risk exposure. Whatever the site’s actual scorecard is. 

    Step 2: Sites identify gaps. Where are they falling short of their outcome targets? Which gaps are biggest? Which are most consequential? 

    Step 3: Sites prioritize. Out of the universe of gaps, which ones are they actually committing to close in the next year? This is the site’s plan, not the corporate team’s. 

    Step 4: Sites engage corporate to close the gap. Now and only now does the corporate team enter the picture. The site says, “We’ve identified this gap. We need a process, a tool, a methodology, or a standard to help us close it. Do you have one? If yes, can we use it? If no, can we work together to develop one?” 

    Step 5: Corporate determines if standardization is appropriate. Not every gap requires a standard. Some are local issues with local solutions. Some require methodology that’s already documented. Some genuinely require a new corporate standard because the gap will recur across sites. 

    Step 6: If standardization is needed, develop with the community. This is where the corporate team’s value-add lives. They convene a community of excellence, corporate SMEs plus site representatives to develop or update the standard. The site that identified the gap is in the room. So are sites with related challenges. 

    Step 7: Sites implement to close their gap. Adoption isn’t an end in itself. The standard is a tool the site is using to close a gap they identified. Adoption follows naturally because the site needs the result. 

    Notice what’s different. The trigger isn’t “corporate has issued a standard, sites must adopt.” The trigger is “a site has a gap, and corporate has a resource that can help close it.” The standard exists in service of the site’s outcome, not the other way around. 

    Knowing What to Standardize and What Not To 

    One of the most underappreciated parts of this model is knowing what to standardize and what not to. Every gap identified by a site shouldn’t trigger a corporate standard. If your team is in the standards business and standards are your only deliverable, every problem starts to look like a standardization problem. 

    Develop a decision tree. The criteria typically include: 

    • Recurrence. Will this gap appear at multiple sites? If it’s idiosyncratic to one site’s local conditions, a standard is overkill. That site needs a custom solution. 
    • Risk. Does the gap relate to safety, regulatory compliance, or material business risk? If yes, standardization is more justifiable even at lower recurrence. 
    • Variability cost. Is there a meaningful cost to having different sites solve the same problem differently? Sometimes yes (interoperability, shared services, central reporting); sometimes no. 
    • Maturity. Is the best practice well enough understood to be codified? Premature standards lock in suboptimal approaches. 

    If the decision tree says “yes, standardize,” the corporate team and the community of excellence develop the document. If the answer is “no,” the corporate team can still be useful by sharing what other sites have done, connecting the site to peers solving similar problems, or providing guidance but a formal standard isn’t the deliverable. 

    This discipline saves the corporate team from generating standards that nobody needs. It positions them as a team that knows when not to standardize, which paradoxically increases the credibility of the standards they do produce. 

    The Governance Charter 

    A pull system requires a written agreement between the corporate team and the sites about how the relationship works. I call this a governance charter. It’s a negotiated document not a corporate-issued one that establishes: 

    • The corporate team’s purpose, scope, and standards-development process 
    • The site’s responsibilities in the relationship,  gap identification, plan development, engagement with the community of excellence 
    • The cadence of meetings and reviews 
    • The metrics that will be used to assess the relationship’s effectiveness 
    • The escalation path when commitments are missed on either side 

    The act of writing the charter is itself a forcing function. When you sit down with site leaders to negotiate this, you discover what they’re actually willing to commit to, what they expect from you, and where the misalignments are. The conversation alone is often more valuable than most adoption initiatives the team has ever launched. 

    The charter also makes the relationship symmetric. It’s not a list of demands on the sites; it’s a list of mutual commitments. That symmetry is what makes the pull system actually pull. 

    The Site-Led Governance Review Meeting 

    The single highest-leverage operating mechanism in a pull system is the site-led monthly governance review meeting. 

    Most corporate teams run their site interactions backward. The corporate team owns the agenda. The corporate team asks questions. The sites answer. The corporate team checks compliance. The meeting is, in effect, an audit by another name. 

    Flip it. 

    In a site-led review, the site presents. The agenda belongs to them. They walk the corporate team and the other sites through their progress against their own annual plan, gaps identified, actions taken, results achieved, challenges remaining. The corporate team’s role is to listen, ask clarifying questions, and provide reinforcement when sites are doing well. 

    Run one site per meeting on a rotating cadence. By the end of the year, every site has presented at least once, and most have presented several times. 

    Two dynamics emerge from this format: 

    Dynamic 1: Positive Competition. When one site presents impressive results, the other sites in the room notice. They start asking themselves and each other “How are they doing that?” The next site to present typically steps up its game. Over time, you create a friendly competitive culture across the network. That competitive energy is something a corporate team can never manufacture by issuing standards. It only emerges when sites are presenting to each other. 

    Dynamic 2: Visible Reinforcement. Every time a site presents, the corporate team has the opportunity to publicly recognize what’s working. Find reasons to commend them for the rigor of their analysis, for the courage to share an honest setback, for the engagement they brought to a recent community-of-excellence working group. Public reinforcement, repeated over time, reshapes behavior more powerfully than audit-and-escalate ever will. 

    The meeting is not a corporate-driven status update. It’s a peer-to-peer learning forum the corporate team facilitates. 

    The One-Issue-Per-Site Discipline 

    Here’s a tactical mechanism that turns the pull system from a quarterly cadence into a continuous relationship: at any given time, every site should have at least one open issue that the corporate team is helping them solve. 

    Whatever the issue is a standard being developed, a gap analysis underway, a tool being piloted, a methodology being adapted, the site has corporate engagement on something they actually want help with. When that issue is resolved, the site brings forward another. The relationship is always live. 

    This serves two purposes. 

    First, it keeps the corporate team in problem-solving mode, which is the rebrand the entire pull system depends on. As long as you’re working real problems for real sites, you’re useful — which is the only thing that earns you the right to issue standards in the first place. 

    Second, it gives the corporate team a clean metric to report up the management chain: how many sites are actively engaged with our team on an issue right now? Of those engagements, how many resulted in measurable progress? That metric is far more meaningful than “standards issued” or “audits completed.” It tells you whether the team is actually being pulled in by the sites which is the entire goal. 

    If a site has no open issues with your team, that’s a signal. Either they don’t have any active gaps in your domain (rare), or they’re not engaging with you (more likely). Either way, it’s worth a conversation with site leadership about why. Frame it carefully: most sites complain that they don’t have enough resources to deliver on corporate expectations. The metric of “are sites taking advantage of the resources available to them?” turns that complaint back on itself. If there’s a corporate resource available and the site isn’t using it, that’s a different conversation than “we’re under-resourced.” 

    Measuring What Matters 

    The measurement shift is one of the hardest changes for corporate teams to make. Most teams measure activity: 

    • Standards issued 
    • Plans submitted 
    • Audits completed 
    • Findings closed 
    • Meetings held 

    These metrics tell you whether the corporate team is busy. They tell you nothing about whether the sites are getting better. 

    In a pull system, you measure two things: outcomes and behaviors. 

    Outcome metrics track whether the sites are actually improving in your domain. If your team is responsible for reliability, you measure unplanned downtime, mean time between failures, PM compliance trends. If it’s quality, defect rates and SOP adherence. If it’s safety, recordables, near-misses, and procedural compliance. The corporate team’s effectiveness is judged by whether the sites collectively are getting better, not by whether the team is busy. 

    Behavior metrics track whether the relationship is functioning as a pull system: 

    • How many sites engaged the team for help in the last quarter? 
    • How many open issues are the team currently working with sites? 
    • How active is site participation in the community of excellence? 
    • What’s the response cadence when sites reach out? 
    • Are sites bringing new gaps forward proactively, or only when prompted? 

    These metrics, taken together, tell you whether the corporate team has earned a real seat at the site’s table which is the precondition for everything else. 

    The Rebrand: From Auditor to SME Hub 

    If the corporate team has historically been seen as an auditing body, the shift to a pull system requires a deliberate rebrand. Sites won’t pull from a team they’ve learned to avoid. The team has to make itself visibly available and useful before sites will engage. 

    Two concrete moves: 

    Build a capabilities handbook. Create a directory of every SME on the team, bios, areas of expertise, the kinds of problems they’ve helped solve. Publish it on a SharePoint or internal portal where site leaders can browse it. The message: here’s what we know how to do; reach out when one of these is the gap you’re trying to close. 

    Ask the question. In every meeting with a site leader, end with a version of: “What’s one thing our team could do differently, starting next week, that would make you more likely to call us for support when you have a gap?” Listen to the answer. Act on it. The fastest way to be more useful is to ask the people you’re trying to serve what useful looks like to them. 

    The rebrand isn’t a poster or a new tagline. It’s the accumulated effect of a hundred small interactions where the team showed up as a resource rather than as a regulator. 

    Accountability Still Exists 

    A pull system is not a permission slip for sites to ignore corporate work. Accountability still lives in the system; it just lives in the right place. 

    When a site’s plan isn’t producing the results they committed to, governance has a responsibility to say so clearly. Not punitively, but accurately. “Site X committed to closing this gap by Q2. The gap is not closed. Here’s the current status, and here’s what support has been offered.” That’s an honest report, and it belongs in the conversation between your management chain and theirs. 

    The key is that escalation comes after genuine support, not instead of it. The corporate team’s first move when a site is struggling is to offer help, not to escalate. Only if the help is rejected and the commitment is repeatedly missed does escalation become the right move. And even then, the conversation is at the leadership level, not the SME level because the principle from the second post in this series still applies. 

    Accountability that flows through site-owned commitments and corporate-supported execution is durable. Accountability imposed by external mandate is theatrical, and it always reverts to compliance behaviors over time. 

    A Pull System Has to Be Earned 

    A pull system can’t be manufactured. It can’t be declared by a memo or rolled out as an initiative. It has to be earned, one problem solved at a time, one site relationship at a time, one piece of helpful work at a time. 

    The good news is that it can be earned. Sites are not actually hostile to corporate teams. They’re hostile to corporate teams that show up as additive work without offering anything in return. When a corporate team shows up as a resource, visibly useful, actually solving problems, accepting prioritization decisions, working at the right peer level, the relationship inverts. Sites start calling. Standards start getting adopted. Outcomes start moving. 

    If you’ve read this series and recognized your own team in the diagnosis, the path forward is concrete. Start with a few small moves. A charter conversation with one site, a site-led review meeting in place of a corporate-led one, an open-issue mechanism with a single pilot site, a capabilities handbook posted on the portal. Earn a few wins. Build credibility. The pull system grows from there. 

    The push model is the default. The pull model is the discipline. Most corporate teams fail because they never make the switch. The ones that do make it become the kind of corporate function that operating sites actually want to work with and that, more than anything else, is what determines whether the team’s work has any real impact at the end of the year. 

  • Your Peer Group Is Not Your Working Group: The Hardest Rule for Corporate Teams With Indirect Influence

    Your Peer Group Is Not Your Working Group: The Hardest Rule for Corporate Teams With Indirect Influence

    This is the second in a three-part series on how corporate teams without direct authority over the operating sites can actually succeed in driving adoption and change. The first post diagnosed the failure mode; compliance theater driven by a default push model. This post tackles the single most counterintuitive principle for corporate teams trying to escape that pattern. 

    Of all the rules I share with corporate functional leaders trying to influence sites without authority over them, this one gets the most pushback in the room and delivers the most value when actually applied: 

    Your peer group is not your working group. 

    Most corporate teams get this exactly wrong, and the misalignment is invisible to them until someone calls it out. Once you see it, you can’t unsee it. 

    The Mistake 

    Here’s how it almost always plays out. 

    A corporate team is developing a standard, a maintenance and reliability standard, an EHS standard, a quality SOP, an IT governance document, anything that requires technical accuracy and site adoption. To validate the standard’s technical content, the team identifies a subject-matter expert at each site. The site SME reviews drafts, provides input, signs off when the document is technically correct. 

    So far, so good. SME involvement in standards development is right. The mistake comes after the standard is published. 

    The corporate team continues working with the same SME. They follow up on adoption progress with the SME. They escalate when adoption stalls to the SME. They send reminders to the SME. They build their dashboards around what the SME is doing or not doing. The SME becomes the corporate team’s day-to-day point of contact for everything related to that standard. 

    This feels right. It feels efficient. The SME is the person who understands the technical content; surely they’re the right person to drive it forward. And if the standard isn’t being adopted, it must be the SME’s fault for not pushing harder. 

    It’s wrong. And it’s the single biggest reason corporate teams burn out trying to drive change at the site level. 

    Why Working at the SME Level Doesn’t Work 

    The SME at the site is not your peer. They don’t report to you. You don’t report to them. They have a day job that has nothing to do with your standard, assigned by a manager who has nothing to do with your standard. Their authority to allocate resources at the site is limited or nonexistent. 

    When you push them on adoption, you’re asking them to do something they can’t actually deliver on their own. They can’t reassign techs to your initiative. They can’t reorder the site’s project priorities. They can’t pull capital out of one bucket to fund the work your standard requires. Those decisions belong to the site leadership. 

    So when adoption stalls, the SME has two options. Option one: tell you the truth that the standard is fifteenth on the site’s priority list and won’t get worked until next year. That’s a hard conversation, and most SMEs don’t have the political room to have it. Option two: say something vague about timing and resources and quietly hope you stop calling. 

    Option two wins almost every time. Which is why corporate teams who work at the SME level spend their days chasing ghosts. 

    You’re not building accountability when you push the SME. You’re building avoidance. And you’re misallocating your own time, because the conversation that actually changes anything isn’t happening with the SME, it’s happening at the site leadership level, in rooms you’re not in. 

    The Boulder Uphill 

    I describe working at the SME level as pushing a boulder uphill. It feels productive, there’s motion, you’re talking to someone, the SME is nodding along but the boulder is heavy and the slope is steep, and the moment you stop pushing, it rolls back down. 

    Why? Because the SME has no leverage. Even when they want to help you, they don’t control the priorities. Their manager does. The site leader does. The local leadership team does. So whatever momentum you build with the SME evaporates the moment they walk into a meeting with their boss to talk about the actual operational priorities. 

    You can spend a career pushing this boulder. Many corporate teams do. They burn out, they get cynical about the sites, they conclude that the sites are uncooperative or undisciplined or unwilling to follow standards. None of that is the diagnosis. The diagnosis is that they’re working at the wrong level. 

    The Real Peer Group 

    Your peer group, as a corporate functional leader, is the site leadership. The plant manager, the operations director, the site general manager, whatever the title is in your organization. That’s the person who controls priorities, resourcing, and adoption sequencing. That’s the person who, when they decide to allocate resources to your standard, makes adoption actually happen. 

    Your job isn’t to convince the SME to push harder. Your job is to be useful enough at the site leadership level that when site leadership prioritizes their twelve competing initiatives, your work makes the cut. 

    This is a fundamentally different conversation than the one you’re having with the SME. It’s strategic. It’s about business outcomes the site leader is accountable for, not technical specifications the SME signed off on. It’s about how your standard helps the site hit their numbers, production, safety, quality, cost but not about whether it’s been incorporated into local documentation. 

    When you have that conversation with the right person, two things happen. Either site leadership says, “Yes, this is a priority, and here’s what we’ll commit to,” and adoption follows naturally. Or they say, “I hear you. We have twelve initiatives competing for resources right now, and your work is twelfth on the list.” Either answer is useful. Both are honest. Both let you stop pushing the boulder. 

    The Discipline of Being Twelfth on the List 

    Here’s the part that’s hard to accept: when site leadership tells you you’re twelfth on their list, the right response is to accept it. 

    I know that’s hard. You spent six months developing the standard. You believe in its importance. You can articulate why it matters. And being told it’s twelfth feels like being told it doesn’t matter at all. 

    But the discipline is to accept the prioritization, report your status accurately, and keep showing up. Don’t escalate around the site leader. Don’t try to leverage your management chain to override their priorities. Don’t pivot back to working at the SME level because you can’t get traction at the leadership level. None of that helps. 

    What helps is to keep reporting. “Standard X is at twelfth priority at Site Y; estimated adoption window is Q3 next year.” Keep doing that month after month. Eventually one of three things happens: 

    1. The site leader’s priorities shift naturally and your standard moves up the list as resources free up. 
    1. Your management chain decides the prioritization is wrong and engages with theirs to renegotiate it. That’s a leadership-to-leadership conversation, and it gets handled at the right level. 
    1. The standard remains low priority indefinitely because the site has bigger problems to solve. That’s also a valid outcome and it tells you something about whether your standard was actually solving the most important problems. 

    In all three cases, you’ve stayed in your lane, maintained credibility with the site leader, and avoided burning your relationship by pushing on someone who didn’t have the authority to act anyway. 

    There’s also a competitive consideration here. If your team is one of many corporate teams pushing standards at the same sites and most teams are, you’re sharing a finite pool of local resources with the other corporate functions. Trying to force your standard up the priority list ahead of someone else’s doesn’t actually help your team. It just trades short-term adoption of your work for long-term resentment from the site. Accepting the priority list is the discipline that lets the network of corporate teams collectively succeed instead of cannibalizing each other. 

    The Asset-Centric Reframe 

    Underneath this principle is a deeper reality about how operating companies work. The company buys assets to add value. Production lines, processing units, distribution networks, IT infrastructure — whatever the assets are, that’s where money is made. The people who operate and maintain those assets are the ones generating value. Everyone else in the company is a support function whose job is to help those frontline people get more value from the assets. 

    That includes corporate teams. 

    If a corporate team isn’t visibly helping the sites get more value from their assets. Fewer breakdowns, less waste, lower risk, faster throughput, better quality, that team is optional. It might not feel optional from inside the team. The work feels important, the standards feel necessary, the governance feels real. But from the site’s vantage point, if you’re not making them better at running their assets, you’re overhead. 

    This is a hard truth, and it’s the one that makes the peer group principle actually land. The reason your peer is the site leader, not the SME, is because the site leader is accountable for getting value from the assets. They’re the customer your team exists to serve. The SME is a contributor to your work product; the site leader is the recipient of it. You serve the recipient, not the contributor. 

    When corporate teams internalize this, the dynamic changes. They stop trying to enforce adoption and start trying to be useful. They stop tracking SME compliance and start tracking site outcomes. They stop pushing boulders and start solving problems. 

    What This Looks Like in Practice 

    A few concrete behavioral shifts to apply this principle: 

    • Identify your peer group explicitly. Make a list of the site leaders for every site your team supports. That’s who you’re really working for. The SMEs are colleagues, not customers. 
    • Cadence with site leadership matters more than cadence with SMEs. Build a regular touchpoint with site leadership. Quarterly business review, monthly check-in, whatever fits the rhythm. That’s the venue where your work actually moves. 
    • Talk in business outcomes, not standards. When you’re with site leadership, stop talking about whether the standard has been adopted. Start talking about what the standard is helping them solve, the safety incident rate, the unplanned downtime, the quality defect rate. Outcomes are their language. 
    • Accept the priority list. Whatever ranking your standard gets, accept it. Report against it. Don’t try to renegotiate it through informal channels or by pressuring people who don’t have authority. 
    • Move escalation to the right level. If a standard genuinely needs to move up the list, that conversation happens between your management chain and theirs but not between you and the SME. 

    The Permission to Stop Pushing 

    If there’s one outcome, I want corporate teams to take from this principle, it’s the permission to stop pushing the boulder. You’re not lazy when you accept that you’re twelfth on the list. You’re not failing when you decline to escalate around a site leader. You’re being honest about where the authority actually lives, and you’re saving your team’s energy for the work that genuinely moves the needle and being useful at the site leadership level. 

    Corporate teams that learn this principle become dramatically more effective. They stop chasing accountability that isn’t theirs to enforce. They stop building dashboards that track activities instead of outcomes. They stop burning out trying to drive change through the wrong people. As a side effect, the relationship with the sites improves because the sites stop feeling pushed. 

    Your peer group is the site leader. The working group is just the team that helps build the work product. Don’t confuse the two, and don’t try to manage one as if they were the other. 

    The next post in this series gets into the practical mechanisms. The operating cadence, the measurement framework, and the rebrand from auditor to problem-solver, that turn this principle into a functioning system. 

  • Compliance Theater: Why Your Corporate Standards Aren’t Driving Real Change

    Compliance Theater: Why Your Corporate Standards Aren’t Driving Real Change

    Large operating companies have a corporate team. Sometimes called operations support, technical excellence, a center of excellence, or a governance function whose job is to develop standards, best practices, and governance documentation for the sites that report up through the organization. The team writes the standards. The sites are expected to adopt them. Audits or self-assessments confirm compliance. The cycle repeats. 

    If you’ve worked in or led one of these teams, you’ve watched the cycle break down in roughly the same way every time. The standards are technically excellent. The intent is right. The work that goes into them is real. But adoption is theatrical. Plants submit improvement plans on time. Boxes get checked. Audits pass. And on the ground, almost nothing actually changes. 

    This is compliance theater, and it’s the default state of nearly every centrally governed corporate function I’ve encountered. This post is the diagnosis: why it happens, and what the root cause actually is. 

    The Default Push Model 

    Most corporate teams operate on what I call the push model. It looks like this: 

    • Corporate develops a standard, often with limited input from the sites. 
    • The standard is published with an expectation of adoption. 
    • Sites are required to incorporate it into their local documentation. 
    • Adoption is verified through audits or self-assessments. 
    • Nonconformance findings trigger increased audit frequency, escalation, or corrective action plans. 

    On paper, this looks like rigorous governance. In practice, it produces three predictable failure modes. 

    Failure Mode 1: Orphaned Standards. The document gets written, signed off, published and then sits. Technically accurate, formally adopted, but never actually implemented in any meaningful way. The site has its own priorities, its own competing initiatives, its own resource constraints. The standard is real on paper and invisible in operations. 

    Failure Mode 2: Compliance Theater. Improvement plans are submitted on schedule, but the plans reflect what governance wants to hear, not what’s actually happening at the plant. Sites become expert at managing the audit, not at adopting the standard. The improvement plan is a deliverable to the corporate team, not a roadmap for the site. 

    Failure Mode 3: The Auditing Spiral. When a nonconformance event happens, the corporate response is to audit more frequently. More pressure. More documentation. More attention from the central team. The site sees this as additional burden, punishment, even rather than support. The relationship becomes adversarial. Adoption gets even harder. 

    These three failure modes compound. Over time, the corporate team is perceived as something to be avoided, managed, or worked around. Not as a resource that helps the site succeed. 

    The Underlying Perception Problem 

    Step into the shoes of a site leader for a moment. You have a P&L to run, production targets to hit, a workforce to manage, safety incidents to respond to, regulatory obligations to satisfy, capital projects to deliver, and your own continuous improvement initiatives in flight. You are constantly competing for finite resources: time, money, people, attention. 

    Now corporate hands you a new standard. From their seat, this is the obvious next priority. From your seat, it’s one more demand on a stack that was already overflowing. 

    If you don’t see how the standard helps you hit your numbers, it’s additive. And additive work, by definition, gets pushed to the bottom of the list. 

    This is the perception problem at the heart of every failed corporate initiative. Corporate teams that are perceived as additive will be avoided. It doesn’t matter how good the standard is, how much technical work went into it, or how clearly leadership communicated the expectation. If the site doesn’t see the corporate team as a force multiplier on their own goals, the standard will not be adopted in any meaningful way. It will be tolerated. 

    The default push model practically guarantees this perception. The standard arrives without context. The audit shows up to verify compliance. The escalation happens when compliance falls short. From the site’s vantage point, every interaction with corporate is something being done to them, never for them. 

    Compounding the problem: most large operating companies have multiple corporate teams pushing standards at the same sites simultaneously. Operations support, EHS, quality, IT governance, compliance, supply chain, sustainability; they all report to different corporate executives, all develop their own standards, and all believe theirs is the obvious priority. From the site’s seat, they’re not facing one corporate team’s expectations. They’re facing twelve. And often the same site SME is the touchpoint for several of those teams. Each corporate team is competing knowingly or not for the same finite local capacity. 

    The Reframe: Push vs. Pull 

    The fix isn’t a better standard, a better audit, or a better escalation process. The fix is a fundamentally different operating model. One where the corporate team is pulled in by the sites because they’re useful, instead of pushing standards that the sites resist. 

    In a push system, the optimization is for the corporate team. Activities are the metric, standards issued, plans submitted, audits completed. Sites are the recipients of governance. Adoption is mandated. The relationship is adversarial because the incentives are misaligned. 

    In a pull system, the optimization is for the receiver. Outcomes are the metric, site performance, gap closure, business results. Sites are co-owners of the governance. Standards exist because they solve real problems the sites need solved. Corporate is a resource that gets called in because it’s helpful not avoided because it’s additive. 

    The shift is philosophical before it’s procedural. It changes who the corporate team is for. In a push model, corporate exists to enforce standards on the sites. In a pull model, corporate exists to help the sites get more value from their assets. 

    The North Pole Analogy 

    Here’s the way I describe the difference to corporate teams trying to make this transition. 

    Imagine you’re sending someone on an expedition to the North Pole. 

    The push approach sounds like this: “Here’s exactly how you’re going to get to the North Pole. Here are the steps. Here’s the timeline. Here’s the gear list. We’ll be auditing along the way — checking how much water you drank, whether you wore your hiking boots, whether you turned left when we said to turn left. Don’t deviate from the plan.” 

    That’s how most corporate standards land at the site level. Prescriptive. Auditable. Disconnected from the conditions actually being faced. 

    The pull approach sounds different: “Here’s what the North Pole looks like, and why getting there matters to the company. Tell us where you currently are — we don’t know your terrain, you do. As you encounter challenges, we have resources to help. When you hit the desert, we’ve already designed the canteen for that. When you hit the mountains, we have a guide who’s been there. If you encounter something we don’t have a resource for yet, work with us to develop one — because the next site facing the same challenge will benefit from what you’ve built.” 

    In the second approach, corporate sets the destination and provides standardized solutions for known terrain. The site owns the route, the pace, and the day-to-day execution. The relationship is one of mutual usefulness, not enforcement. 

    Shared Ownership of the Outcome 

    Here’s the move that makes the pull model work: shared ownership of the outcome. 

    Under a push model, corporate owns the standard and the site owns the adoption. They’re separate ownerships, and they often have separate incentives. Corporate gets credit for issuing the document. The site gets credit (or blame) for adopting it. Neither feels accountable for whether the underlying business problem was actually solved. 

    Under a pull model, both parties own the outcome together. Corporate owns the development of the standard, the curation of best practices across the network, and the removal of systemic barriers. The site owns the gap analysis, the implementation plan, and the actual results. But they share accountability for whether the result was achieved. 

    This sounds like a small distinction. It is not. It changes every conversation that follows. When both sides own the outcome, the standard isn’t a deliverable. It’s a tool both parties are using to solve a real problem. The standard exists because the site needs it, not because corporate wrote it. 

    What Comes Next 

    This is the diagnosis. Compliance theater is the symptom. The push model is the disease. A pull system is the cure. 

    Making that shift is harder than it sounds. It requires changing who the corporate team is talking to (and who they’re not), how progress gets measured, what gets standardized and what doesn’t, and how the corporate function rebrands itself in the eyes of the sites. 

    Two principles in particular deserve their own treatment, and the next two posts in this series go after them: 

    • The most counterintuitive rule for corporate teams trying to operate without direct authority, the principle that your peer group is not your working group and what that means in practice. 
    • The practical mechanisms of a pull system, governance charters, site-led review meetings, the one-issue-per-site discipline, and the measurement shift from compliance to behaviors and outcomes. 

    If you’re running a corporate team that’s struggling to drive change at the site level, the answer isn’t more pressure. It’s a different operating model. Start by recognizing the pattern in your own organization. Compliance theater is rarely intentional, but it’s almost always the default. Naming it is the first step toward replacing it with something that actually works. 

  • Turning Underperformance into Profit: The Little Potato Company’s Multivac Line Rebuilt

    Turning Underperformance into Profit: The Little Potato Company’s Multivac Line Rebuilt

    The Problem

    The Little Potato Company’s Multivac production line in Edmonton, Alberta was operating far below its intended capability. What should have been a stable, high‑performing asset had become a bottleneck. Equipment was not running at design rate, minor defects were compounding into major losses, and operators did not have the tools or training to identify issues before they escalated. The line was experiencing chronic downtime, inconsistent performance, and rising operational costs.

    These issues were not isolated. They were symptoms of deeper systemic problems. Variability in equipment condition, lack of standardized operating practices, and limited workforce capability were creating a cycle of firefighting instead of controlled, predictable production. Leadership recognized that without a structured, reliability‑driven intervention, the plant would continue to fall short of customer demand while absorbing unnecessary cost.

    The goal was clear. Restore throughput. Reduce waste. Build a workforce capable of sustaining long‑term reliability. Do it in a way that created measurable financial impact.

    The Solution

    We partnered with The Little Potato Company to deliver a comprehensive, hands‑on transformation of the Multivac line. Our approach was designed to stabilize the equipment, strengthen the workforce, and eliminate the operational barriers that were limiting performance.

    Our strategy included:

    -Conducting a full mechanical and operational assessment to uncover hidden defects, process losses, and sources of variability that were driving downtime and inefficiency.
    -Executing targeted cleaning and restoration events to return equipment to optimal operating condition and eliminate the chronic issues that had become normalized.
    -Delivering specialized training that equipped operators and technicians to identify, troubleshoot, and resolve issues at the source instead of relying on reactive maintenance.
    -Implementing center lining and operational standards that locked in consistency, reduced drift, and created predictable, repeatable performance.
    -Coaching leaders and frontline teams to reinforce reliable behaviors, maintain process control, and sustain improvements long after the engagement ended.

    This was a structured reliability intervention that combined technical precision with cultural alignment. The plant gained not only restored equipment performance but also a workforce that understood how to maintain and grow that performance every day.

    The Results

    The improvements were immediate, measurable, and financially significant. The Multivac line shifted from a chronic constraint to a reliable, high‑performing asset.

    -Throughput increased by 56%, expanding annual capacity from 4 million to 10.5 million units
    -Yield improved by 10%, generating $377,000 in savings
    -Labor savings totaled $417,000 through improved flow and reduced intervention
    -Material waste was reduced by 58%
    -Cost of Goods Sold per unit decreased by $0.17

    These results were not temporary. They were the outcome of restored equipment, standardized processes, and a workforce capable of sustaining reliability. The Little Potato Company now operates with greater efficiency, lower cost, and a stronger foundation for future growth.

    Conclusion

    We helped The Little Potato Company transform a struggling production line into a stable, predictable, and profitable operation. By restoring equipment condition, elevating workforce capability, and implementing operational standards, we delivered sustainable results that continue to scale across the facility.

    If your plant is experiencing throughput loss, rising costs, chronic downtime, or instability on critical equipment, you do not have to accept those conditions as normal. A structured reliability approach can change the trajectory of your performance.

    Schedule a free consultation and see what ReliabilityX can unlock for your operation.

  • The Maintenance Blame Bucket: What’s Actually Inside OEE Availability

    The Maintenance Blame Bucket: What’s Actually Inside OEE Availability

    Talk to anyone who has worked in a manufacturing plant for any length of time, and they’ll tell you the same thing: when the line goes down, somebody’s looking at the maintenance team. The OEE dashboard lights up, the availability number drops, and the natural reflex of operations leadership is to walk over to the maintenance shop and ask what happened.

    That is why I call the availability bucket of OEE the maintenance blame bucket. It is the loss category most people instinctively assign to maintenance, and it is the one your maintenance organization gets held accountable for in most plants.

    Here is the problem with that reflex: a substantial portion of what is actually living in the availability bucket does not belong to maintenance at all. If you do not understand what is really inside that bucket and how to measure it, you will spend your career defending a number you do not fully control.

    Let us break it open.

    Three Losses Live Inside Availability

    OEE, Overall Equipment Effectiveness, has three buckets: availability, performance, and quality. We are focused on availability today.

    Inside availability, there are three distinct loss types. They get lumped together into a single percentage on the dashboard, although they have very different causes and very different owners. Knowing the difference between them is the entire game.

    Loss One: Breakdowns

    A breakdown is the textbook maintenance loss. The clean definition:

    A stop of 10 minutes or more, where a part is replaced.

    That is the standard. Both conditions need to be true. A two-minute glitch is not a breakdown. A long stop where nothing was replaced is not a breakdown either. We will get to that one in a second.

    There is a small edge case worth mentioning. If a wire gets frayed, you cut it back, strip it, and reuse the same wire, that can still count as a breakdown depending on how strict your definition is. The spirit of the metric is whether the asset suffered a physical failure that required intervention, and a reused wire after damage typically does. The bright-line rule for most plants is simple: 10 minutes or more, and a part replaced.

    This bucket is squarely in maintenance’s lane. If the breakdown number is bad, your maintenance organization needs to look hard at PM strategy, precision craft, lubrication, alignment, and predictive coverage. Own that one.

    Loss Two: Process Failures

    This is where the conversation with operations gets interesting. The definition:

    A stop of 10 minutes or more, where no part is replaced.

    That second condition matters. If maintenance got called, walked out to the line, looked at the asset, and walked away without replacing anything, that probably was not a maintenance issue.

    A few classic examples:

    Somebody bumped the e-stop and could not figure it out. Eventually they call maintenance. Maintenance walks over, looks at the panel, resets the e-stop, and walks back to the shop. That is not a maintenance failure. That is a process failure.

    Materials were not staged properly. The line was supposed to be running, although the operator did not have what they needed and spent twenty minutes hunting it down. Process failure.

    The operator was not trained on a basic recovery procedure. A condition that an operator on a well-run line would resolve in two minutes consumed thirty minutes of maintenance time because the operator did not know what to look at. Process failure.

    These are not maintenance issues. They are standards issues. Training issues. Line readiness issues. Operations own them.

    Here is the catch: if you do not measure them separately, they all look like the same thing. The line was down, where was maintenance.

    Loss Three: Setup and Adjustment

    The third loss is the most often overlooked:

    Anything that exceeds the standard for a changeover.

    If operations are given a 10-minute standard for a changeover and it takes 15, that is a 5-minute setup and adjustment loss. Multiply that by every changeover in a week and you will find a quietly enormous number of available production hours bleeding away.

    Setup and adjustment are operations’ loss to own. It is about SMED practices, changeover procedures, training, parts kits, and fixturing. It is not about the maintenance department.

    The CMMS Move That Proves Out Process Failures

    Here is the move that turns this from a definition into a defensible business conversation.

    The biggest lever you have to recover unfair credit in the availability bucket is proving out how often maintenance is being called to handle process failures. There is a clean way to do that inside your CMMS:

    Pull every work order written against a given production line over a defined period. A quarter is a good window.

    Filter for work orders where no parts were issued and no materials were charged.

    Look at the labor hours on those work orders.

    That bucket, labor hours spent on the line with no parts replaced, is your process failure response time. It is maintenance hours burned on issues that were not maintenance issues.

    Now you can walk into a meeting with operations leadership with something concrete:

    “Last quarter, my team responded to 312 calls on Line 4. On 187 of them, 60 percent, no parts were replaced. That is roughly 240 maintenance labor hours spent on issues that were not maintenance failures. Every one of those calls also represented production time lost while the line was down waiting on us. We need to fix the line standards, not the maintenance program.”

    That is a fundamentally different conversation than saying you need more maintenance people.

    Why You Have to Track Everything as a Work Order

    This entire technique depends on one upstream discipline: every maintenance touch on the line has to be a work order.

    I see this constantly. A maintenance tech walks out to the line, fixes a five-minute problem, walks back, and never writes it up because it was just a quick one. Multiply that by every tech, every shift, every day, and you have an invisible mountain of process-failure response that never shows up in your data.

    Without the work order, you have no record. Without the record, you have no conversation. Operations can keep blaming maintenance for the availability number because maintenance has no evidence to push back with.

    Make it a non-negotiable. Every interaction with the line gets a work order. Every time. Even the quick ones, especially the quick ones, because those are the process failures you are trying to surface.

    Arm Yourself With Knowledge, Then Partner

    Here is the bigger point underneath all of this. The goal of breaking apart the availability bucket is not to dump the blame on operations. The goal is to partner with operations to solve the right problems.

    When you can show operations leadership that 60 percent of your line calls were process failures, that operations was bleeding production time and burning maintenance hours on issues that better standards or better training would have eliminated, you are not making them defensive. You are handing them a roadmap to recover capacity. That is a gift.

    The conversation shifts from asking why maintenance is so bad to asking how both sides can stop wasting capacity on preventable losses. Operations gets back production hours. Maintenance gets back labor hours to spend on actual reliability work. The plant gets a lower cost per unit. Everyone wins.

    None of this happens without the data. The data does not exist without the discipline to write the work order, define the loss buckets correctly, and have the conversation with structure.

    The Tip in Practice

    Three concrete moves to take this from a blog post into a Monday-morning action:

    Make your loss definitions crisp. Breakdowns equal 10 minutes and a part replaced. Process failures equal 10 minutes, no part replaced. Setup and adjustment equal anything exceeding the changeover standard. Print them and post them in both the maintenance shop and the operations break room.

    Enforce the work order discipline. Every line interaction gets written up, no exceptions. The quick fixes are the data you need most.

    Run the CMMS query. Pull a quarter of work orders at your worst-performing line, filter to no parts replaced, and quantify the process failure response. Bring the number to your next operations review.

    The maintenance blame bucket is not going to fix itself. Once you understand what it is actually inside, you can start having a very different conversation about who owns what and how to recover the capacity that is quietly leaking out of every shift.

    If you want support turning this approach into a repeatable process in your plant, connect with us. Our team can help you put the right structure in place.

  • Closing the Skill Gap: Why Manufacturers Are Struggling and How to Fix It

    Closing the Skill Gap: Why Manufacturers Are Struggling and How to Fix It

    One challenge has quietly grown into a full‑scale operational threat: the widening skill gap. Plants are onboarding new technicians who lack foundational mechanical aptitude, while experienced employees retire faster than organizations can replace them. The result is a workforce that is eager but underprepared, and a leadership team that is stretched thin trying to compensate for inconsistent skills on the floor.

    This is not a theoretical problem. It shows up every day in the form of preventable downtime, repeat failures, reactive work, and frustrated teams who want to do the job well but were never given the tools or training to get there. Many manufacturers are feeling the pressure as they try to maintain production targets with a workforce that has uneven capability and limited exposure to modern maintenance practices.

    Skill Gaps Are Now a Direct Threat to Reliability

    Most plants are experiencing the same pattern. New hires arrive with limited hands‑on experience, and even seasoned employees often lack exposure to precision maintenance, structured troubleshooting, or reliability fundamentals. Supervisors spend more time coaching basic tasks than leading improvement. Planners struggle to build accurate job plans because the work varies depending on who performs it. Operators rely on tribal knowledge that disappears the moment someone retires.

    This skill gap creates a ripple effect across the entire operation:

    • Work quality becomes inconsistent
    • PMs are completed but not effective
    • Root cause analysis stalls because the team lacks the technical depth to identify true failure mechanisms
    • Equipment health declines
    • Production loses confidence in maintenance
    • Leadership loses visibility into what is actually happening on the floor

    The most painful part is that none of this is due to lack of effort. It is a capability problem, not a motivation problem. Teams want to perform at a high level. They simply have not been trained in a way that matches the complexity of the assets they are responsible for.

    Build Capability Before You Build Expectations

    Manufacturers often try to solve performance issues by adding more metrics, more accountability, or more urgency. But none of that works if the team does not have the skills required to meet those expectations. The most effective path forward is to build capability first.

    A practical starting point is to evaluate three areas:

    1. Skill clarity
      Define the skills required for each role and compare them to the skills your team currently has. Most organizations discover gaps they did not know existed.
    2. Technical depth
      Prioritize training that improves troubleshooting, precision maintenance, and reliability fundamentals. Compliance training alone will not close the gap.
    3. Consistency of practice
      Standardize how work is performed so that quality does not depend on who is on shift that day.

    When capability improves, everything else becomes easier. Work quality stabilizes. PMs become meaningful. RCA becomes faster and more accurate. Supervisors can lead instead of firefight. Production sees the difference immediately.

    Our Maintenance and Reliability Best Practices Framework was built to solve this exact problem. It gives manufacturers a structured, proven approach to developing a skilled, consistent, reliability‑focused workforce.

    The framework covers the full spectrum of maintenance excellence, including:

    • Work management
    • PM optimization
    • Precision maintenance
    • Asset strategy development
    • Troubleshooting and defect elimination
    • Operator care
    • Planning and scheduling
    • MRO and storeroom management
    • Reliability leadership and decision making

    Each building block reinforces the others. When teams understand how their daily work connects to asset health, production stability, and long‑term reliability, performance improves quickly and sustainably.

    What Happens When Skill Gaps Are Closed

    One food manufacturer we worked with saw a 40 percent reduction in unplanned downtime within six months after implementing structured training aligned with their asset needs. Another facility reduced repeat failures by more than half simply by teaching technicians how to perform precision alignment and lubrication correctly. These improvements did not come from new equipment or major capital projects. They came from building capability and giving teams the knowledge to execute work the right way every time.

    When people understand what good looks like, they deliver it.

    On‑Site Training Tailored to Your Facility

    Every plant has different equipment, different challenges, and different levels of experience on the floor. That is why our training is delivered on site and tailored to your operation. We focus on the skills your team needs most and build capability in a way that fits your environment, your assets, and your goals.

    Schedule Training at Your Facility

    If you want to strengthen your workforce, improve reliability, and close the skill gaps that are holding your plant back, we can help. Contact us to schedule on‑site training at your facility and start building a more capable, consistent, and confident maintenance organization.