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The operating system

Digital Kaizen, operationalised.

A sequenced programme — operations first, digital as multiplier — deployed through the same 100-day foundations on every engagement and compounded over a multi-year horizon.

Principles

Six non-negotiables.

Everything we do must clear these lines before work begins.

01

Operations first, always.

If the shop floor cannot hold a standard for 30 consecutive days, no software gets installed. Stability is a precondition for digital, not a product of it.

02

Build for audit, not narrative.

Every claim is instrumented. OEE, throughput, working capital, energy, yield — each has a data line back to a sensor, a scanner, or a signed measurement.

03

Process knowledge is the asset.

Tools transfer; tacit know-how does not. Every intervention includes explicit capability transfer — sensei-to-team, documented, assessed.

04

Technology pays or it is removed.

No licence survives an 18-month payback test. Dashboards without attached decisions are deleted. AI without measurable lift is turned off.

05

Vendor-agnostic architecture.

A single reference architecture across the engagement. No lock-in. Interoperable data layer so capability and playbooks travel.

06

Leave the capability behind.

The engagement is successful only when the plant can sustain the programme without us. Sensei disengagement is scheduled from day one.

Maturity

The ladder. No skipping rungs.

Every intervention corresponds to a level. A business cannot be moved to Level 4 without passing through 2 and 3.

Level
State of the business
Intervention
1
Foundational

Firefighting.

No OEE baseline. Weekly surprises. Output swings 20%+ week-on-week.
Diagnostic & daily management
Manual OEE. Tiered huddles. Visible shop-floor management. Stability for 30 days before anything else.
2
Standardised

Stable but brittle.

Output predictable within a band. Standard work partially documented. Problem-solving reactive.
Kaizen events & problem-solving
12–20 Kaizen events per year. A3, 5-Why, DMAIC matched to problem size. Senseis transfer capability.
3
Instrumented

Measured.

Machines report themselves. Data flows from line to executive in minutes. Decisions referenced to numbers.
IoT, gateways, reference architecture
Vendor-agnostic sensors and edge. Full instrumentation in 3–6 months. Payback under 18 months.
4
Analytic

Decision-making.

Real-time, short-interval and strategic dashboards — each owning a named decision.
Three-horizon analytics
Real-time for the line. Short-interval for operations management. Strategic for the board. No orphan dashboards.
5
Intelligent

Predictive.

Maintenance scheduled before failure. Defects caught by vision before dispatch. Forecasts drive production.
AI, ML & targeted automation
Applied selectively. Predictive maintenance, machine vision, forecasting, yield, energy. Turned on where it earns.
6
Integrated

Coherent.

An order flows from CRM to ERP to MES to dispatch — every step visible.
ERP · MES · APS · control tower
End-to-end integration. Single version of the truth. The platform on which every subsequent AI investment is safe to make.
Process knowledge is the coupling.
Without it, digital does not stick.
— Digital Kaizen, first principles
The programme, in order

Seven interventions.

Each intervention has a specific output, a payback window, and a capability it transfers.

01
Operations

Diagnostic & daily management

Manual OEE baseline, tiered daily management, visible shop-floor discipline. Self-sustaining in 60 days, zero capex.
Days 0 – 60
02
Operations

Kaizen events & problem-solving

12–20 events per year. A3, 5-Why, DMAIC. Every event transfers a named capability.
Year 1 – 3
03
Digital

Instrumentation & reference architecture

Vendor-agnostic sensors and edge gateways. Complete in 3–6 months. Payback under 18.
Months 3 – 9
04
Digital

Three-horizon analytics

Real-time, short-interval and strategic. Each dashboard owns a decision; the rest get deleted.
Months 6 – 12
05
Digital

AI & ML, applied selectively

Predictive maintenance, machine vision, forecasting, yield, energy. Each use-case has a payback test.
Year 2 – 4
06
Automation

Targeted collaborative robotics

Cobots, AGVs, vision-guided, process-specific. Applied only where Kaizen cannot move the ceiling.
Year 2 – 5
07
Integration

ERP · MES · APS · control tower

The integrated digital backbone. The substrate on which every subsequent AI investment compounds.
Year 3 – 5

See how an engagement runs.

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