When KPI's Start Fighting Each Other

One of the strangest operational problems I keep seeing in growing businesses is when every department starts hitting their KPI’s… while the business itself slowly gets worse.

You can almost watch it happen in real time.

Manufacturing improves efficiency. Procurement reduces costs. Warehousing improves pick rates. Transport improves utilisation. Sales hits aggressive growth targets.

And somehow the operation becomes more chaotic, more expensive, and harder to manage every quarter.

Everyone is technically succeeding.

That’s the problem.

I’ve seen this particularly badly in manufacturing environments.

Production teams are measured on things like:

• OEE
• uptime
• throughput
• line efficiency
• changeover reduction

All completely reasonable metrics on their own.

But if manufacturing gets heavily rewarded for efficiency, the operation naturally starts favouring:

• long production runs
• fewer changeovers
• easy-to-manufacture products
• stable schedules
• maximum line utilisation

Operationally, that makes sense.

Commercially, it can create an absolute disaster.

Because manufacturing efficiency does not automatically equal inventory health.

I’ve seen operations manufacture huge quantities of products simply because they were efficient to run, even when sales demand didn’t remotely support the volumes being produced.

Meanwhile warehousing is trying to hit inventory KPI’s while drowning in excess stock, overflowing locations, ageing inventory, and storage constraints that somehow become “a warehouse problem.”

That’s where KPI’s start fighting each other.

And honestly, some KPI structures become borderline absurd once you zoom out far enough.

I once saw a manufacturing environment where production efficiency *and* recycling rates were both heavily tracked KPI’s.

Sounds sensible on paper.

Until you realised the operation had accidentally created a beautiful closed-loop system for manufacturing products nobody actually needed.

Production teams were rewarded for long, efficient manufacturing runs.

Warehousing then struggled with excess stock levels because sales demand didn’t support the quantities being produced.

Eventually the excess and ageing stock got sent back for recycling.

Which also helped manufacturing hit their recycling KPI’s.

So the business had essentially created a circular KPI ecosystem where:

1. overproduction improved one metric
2. recycling the overproduction improved another metric

Meanwhile the business was still carrying:

• excess handling costs
• storage costs
• labour costs
• inventory complexity
• operational friction
• wasted capacity

Operationally, it was madness.

But the dashboards looked fantastic.

That’s the dangerous thing about KPI’s.

They’re rarely harmful individually.

The problems start when departments optimise locally instead of operationally.

Because local optimisation nearly always pushes pain somewhere else downstream.

Procurement reduces unit cost by buying larger quantities.

Now inventory holding increases.

Warehouse space tightens.

Slow-moving stock grows.

Inventory complexity increases.

Operations absorbs the friction.

Sales pushes aggressive promotional activity to hit revenue targets.

Now forecasting becomes unstable.

Manufacturing schedules become erratic.

Warehouse priorities constantly shift.

Operations absorbs the friction again.

Everything becomes someone else’s problem eventually.

And operations is usually where all those problems collide together at high speed.

A lot of operational tension is really just misaligned incentives wearing a fake moustache.

People are usually behaving exactly how the business trained them to behave.

That’s the uncomfortable part.

If manufacturing is rewarded heavily on efficiency, they will optimise for efficiency.

If procurement is rewarded primarily on purchase price variance, they will optimise for cheaper purchasing.

If warehouse teams are pushed aggressively on speed without balancing accuracy properly, shortcuts eventually appear.

Not because people are lazy.

Because KPI’s shape behaviour frighteningly fast.

Sometimes faster than leadership notices.

One of the biggest warning signs is when departments start quietly resenting each other.

You hear things like:

• “Production keeps flooding us with stock.”
• “Warehouse always complains.”
• “Sales overpromises everything.”
• “Procurement only cares about cost.”
• “Inventory blocks every decision.”
• “Operations slows us down.”

Usually nobody is completely wrong.

That’s what makes these problems difficult.

The business has accidentally created competing operational incentives and then seems surprised when departments start pulling in different directions.

And some KPI dashboards genuinely become detached from operational reality.

I’ve seen businesses:

• improve manufacturing output while increasing obsolete inventory
• reduce inventory holdings while increasing stockouts
• improve dispatch speed while increasing returns
• maximise utilisation while destroying flexibility
• improve labour efficiency while increasing overtime

All while proudly reporting green KPI indicators in management meetings.

The spreadsheet says success.

The operation says otherwise.

Good KPI’s should create alignment, not departmental warfare.

That usually means balancing metrics against broader operational outcomes.

Things like:

• manufacturing efficiency balanced against inventory health
• warehouse productivity balanced against accuracy
• procurement savings balanced against stockholding impact
• sales targets balanced against operational capacity
• transport efficiency balanced against customer outcomes

Because businesses are interconnected systems, even when reporting structures pretend otherwise.

Pull hard enough on one metric and something else usually bends somewhere downstream.

The difficult part is that KPI misalignment often hides itself during growth periods.

Revenue is climbing. Volume is increasing. Everyone is busy.

So operational friction gets masked by momentum for a while.

Then eventually complexity catches up.

That’s when businesses start noticing:

• inventory blowouts
• rising operational costs
• increasing firefighting
• strained warehouse capacity
• declining visibility
• departmental tension
• endless “urgent” problems

Usually long after the patterns first started forming.

The goal isn’t to remove KPI’s.

Operations need measurement.

The goal is making sure the business rewards behaviours that improve the operation as a whole, not just one department in isolation.

Because once KPI’s start fighting each other, the operation eventually gets dragged into the middle of the argument.

And operations usually loses those fights first.