From experimentation
to operating model.
Four engagements designed to move organisations from AI tool adoption to AI-native operating models — with deliverables clear enough for a board pack.
AI Native Readiness Audit
A structured assessment of current AI usage, workflow pain points, knowledge and data readiness, governance gaps, risk exposure, and priority opportunities.
Book a Strategy Conversation- DELIVERABLE 01
Baseline report on current state and exposure
- DELIVERABLE 02
Maturity score across ten operating-model dimensions
- DELIVERABLE 03
Prioritised list of high-value AI use cases
- DELIVERABLE 04
Risk map covering legal, reputational, and operational exposure
- DELIVERABLE 05
90-day roadmap with named owners and success measures
Knowledge Operations Setup
Turn scattered organisational knowledge into a governed, queryable, trustworthy knowledge layer that AI systems can use safely.
Book a Strategy Conversation- DELIVERABLE 01
Knowledge map covering sources, owners, freshness, and use
- DELIVERABLE 02
Source quality rubric and stewardship model
- DELIVERABLE 03
Retrieval design with permissions and provenance
- DELIVERABLE 04
Feedback loops connecting users back to source owners
- DELIVERABLE 05
Operating cadence for ongoing knowledge stewardship
Agentic Workflow Design
Design safe, useful AI-assisted workflows with clear boundaries, human checkpoints, and structured evaluation.
Book a Strategy Conversation- DELIVERABLE 01
Workflow decomposition with steps, inputs, and decision points
- DELIVERABLE 02
Agent boundary document specifying access, action, and decision limits
- DELIVERABLE 03
Evaluation harness covering representative inputs and failure modes
- DELIVERABLE 04
Launch controls and rollback criteria
- DELIVERABLE 05
Monitoring plan with outcome and quality metrics
AI Governance Pack
Create the policy, decision rights, risk tiering, impact assessment, and incident protocol needed for responsible adoption.
Book a Strategy Conversation- DELIVERABLE 01
AI use policy tailored to your sector and obligations
- DELIVERABLE 02
Decision-rights matrix across roles, risk tiers, and use cases
- DELIVERABLE 03
Risk tiering model with explicit approval pathways
- DELIVERABLE 04
Algorithmic impact assessment template
- DELIVERABLE 05
Incident protocol with roles, escalation, and communication
AI Native Industry 4.0 for MSMEs.
For manufacturing MSMEs, industrial clusters, and ICT implementation partners. The programme combines factory discovery, Industry 4.0 infrastructure readiness, AI-native diagnostic scoring, 90-day transformation roadmaps, governance, and agentic workflow design.
View the Industry 4.0 Programme- SCOPE 01
Factory discovery and current-state mapping
- SCOPE 02
Industry 4.0 infrastructure readiness assessment
- SCOPE 03
AI-native diagnostic scoring tailored to manufacturing
- SCOPE 04
90-day transformation roadmap with named owners
- SCOPE 05
Governance, decision rights, and non-automation register
- SCOPE 06
Agentic workflow design for shop-floor and back-office
Not sure which engagement is right for your context?
Start with the readiness audit, or get in touch and we’ll help you scope the right starting point.