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In God we trust: All others bring data

David Altena is Head of Growth & Partnerships at SmartSpace.ai & Co-Founder & Host of The Better SMB Podcast.

david@altena.solutions

 

 

 

Rob Bull is Director of the New Zealand Lean Academy. rob@nzla.nz

Edwards Deming’s line has been quoted so often it risks becoming wallpaper. But for New Zealand manufacturers facing reducing margins, skills shortages and relentless competition, it’s not a slogan; it must be a standard.

You know the feeling. Every day’s busy, the team hustle, the shop floor hums, yet profitability wobbles, lead times slip and projects that looked promising last quarter are still stuck in first gear.

The gap isn’t effort. It’s information. Not a shortage of activity, but a shortage of clarity.

Do you know what “good”, let alone “great”, looks like?

Information-led businesses win

Let’s be blunt: gut feel gets you started, but data helps you sustain quality, hit targets and scale. Information led businesses don’t drown in dashboards – they know which information actually matters, they measure, share with the team and act on it.

Manufacturers need a clear view of flow, quality, throughput, commercial health and capability. Most businesses already measure far more than they need – but far less of what matters.

These aren’t “nice-to-haves.” They’re the instrumentation panel telling you if your workshop is flying straight or drifting off course. Without this, you risk over-investing in the wrong places, repeating the same mistakes and confusing activity for progress.

Insights, not just indicators

But watch out, simply measuring more is not learning more. Too many leaders implement software, install sensors and create dashboards using yesterday’s processes and call it transformation. What’s missing are the insights – turning the raw numbers into a real narrative.

  • Trends vs. snapshots: Is OEE improving, or did we just have a “good week”?
  • Causes vs. symptoms: Is late delivery driven by suppliers, planning or too much WIP?
  • Signal vs. noise: Are you seeing real patterns, or chasing random variations?

The discipline is simple: weekly operational reviews built around a small, stable set of metrics – supported by short, focused experiments. Pair those routines with PDCA or kata and remember:

If you’re not running experiments, you’re not learning. If you’re not measuring, you’re not improving.

Benchmarking: the shortcut to better

High-performing firms are almost boringly consistent: they benchmark, ruthlessly. Benchmarking isn’t copying, it’s calibrating your ambition and avoiding reinvention. It’s the closest thing manufacturers have to a cheat code: you get to see “great” while you’re striving for it.

When you know best-in-class DIFOTIS is 95%, your 55% “that’s just how it is” becomes a solvable problem. Then when you see top performers collecting rework data at the point of work, not the end of line, quality issues stop feeling “inevitable”.

Benchmarking anchors your targets to global standards and exposes the constraints you can influence operational activity such as supplier lead times, logistics realities, energy costs, skill availability. Share benchmarks openly. Turn them into stretch goals. Tie them to investment choices. Collaborate.

Lastly, invite peers onto your floor and ask what they’d change first. Pride is not a strategy.

A learning environment – inside and out

In Legacy, James Kerr shows how the All Blacks rebuilt dominance by creating a relentless learning environment – where feedback was normal and excellence came from daily habits. Manufacturing is no different. A real learning culture is practical:

  • Visible problems: Abnormalities are surfaced, not normalised.
  • Psychological safety with standards: People can speak up – expectations don’t drop.
  • Small experiments, fast feedback: Improvement is continuous, not theatrical.
  • Leaders who coach: What did we learn? What does the data say? What’s the next test?

But even the best internal environments hit limits because you only know what you know. That’s where community becomes a force multiplier. Communities expand your field of vision:

  • Idea flow: Seeing solutions you’d never invent alone.
  • Comparative practice: Watching how others sequence jobs or handle late orders.
  • Encouragement and challenge: People who reset your definition of “good.”
  • Capability lift: Partners, mentors and future hires — assets that compound.

Data + community is the winning formula. Benchmarks become real when you stand inside the factory that set them. Metrics become meaningful when someone shows you the visual controls behind them. And your own numbers become more honest when someone who wants you to win asks, “What’s your plan to close that gap?”

From aspiration to operating rhythm

If you want this to stick, build a rhythm – a simple 90‑day cycle that locks learning into how you run the place:

Pick the vital few metrics ·        4–7 across flow, quality, throughput, financials, and people

·        Define them precisely and make them visible where the work happens.

Review performance weekly ·        Same agenda, same charts, same questions at every level

·        Consistency creates momentum.

Run two-week improvement cycles ·        Define a hypothesis, an owner, a small test and a readout

·        Reward learning as much as wins

Benchmark deliberately ·        Visit two peer sites and host one

·        Adopt one external practice end-to-end.

Coach leaders to coach ·        What’s the target?

·        Current condition?

·        What’s in the way?

·        Next step?

·        When do we see what we learned?

Make it visible in the financials ·        Convert gains into dollars

·        Let everyone see the impact.

Leadership: avoiding the traps and driving the system

A system is only as strong as the leadership that sustains it. The traps are predictable:

  • Vanity metrics: If the chart only goes up, you’re measuring effort, not outcomes.
  • Tool worship: Software amplifies; it doesn’t lead. Start with process.
  • Project theatre: Big launches, little follow through. Cadence beats spectacle.
  • Invisible costs: Rework, expedites and changeovers quietly erode margin.
  • Leadership drift: When leaders stop showing up, the boards stop mattering.

The choice is simple.

Data doesn’t replace judgment – it sharpens it.

Benchmarking accelerates your excellence.

Community doesn’t expose weakness – it helps you improve faster.

What you choose to measure, review and improve, week in and week out, becomes your culture.

The All Blacks didn’t rebuild dominance with slogans; they operationalised learning. You can do the same. Start with Deming’s challenge. Trust the aspiration. Require the data. Then turn numbers into knowledge, knowledge into habits, and habits into results — deliberately and on repeat.

Small steps. Fast feedback. Shared learning.

That’s the compound interest of operational excellence.

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