Case library

Customer results

Approved before/after numbers from live plants. Filter by industry or use case — then book an assessment for a plant like yours.

  • 11

    Approved cases

  • −44%

    Best fleet reduction

  • $1.07M

    Largest year-1 OPEX save

Showing 11 of 11 cases

  • Automotive
  • Fleet

63% → 75%

fleet utilisation

Tier-2 automotive · productivity

15 → 13 forklifts, 4 FTE.

Invested
$90K
Saved
$200K
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  • Home appliances
  • Orchestration

95%

fewer patrol rounds

Home appliances · 55,000 m²

+20 min production per day. Patrolling eliminated on milk-runs.

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  • Home appliances
  • Orchestration

20 → 2 min

logistics idle time

Home appliances · idle time

Logistics-caused idle cut; 34 → 27 forklifts in six months.

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  • Automotive
  • Gemba

17

systems in one twin

Automotive OEM · multi-system twin

One spatial model across floors and sites for CI / digitalization.

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  • Electronics
  • Orchestration

95%

fewer empty kit / patrol runs

SMT / EMS · line-side kit pull

On-demand feeder and kit moves instead of radio patrols.

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  • Electronics
  • Gemba

~20%

shorter maintenance response

SMT hall · changeover & breakdown response

People, carts and status on one map — up to 50% faster response when location is known.

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  • Pharma
  • Fleet

63% → 75%

fleet utilisation

Pharma · batch / warehouse fleet

Right-size suite and warehouse moves from real positions.

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  • Pharma
  • Gemba

~20%

shorter hold / deviation response

Pharma · faster hold response

Find people and assets on the map when a hold or breakdown hits — up to 50% faster when location is known.

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