How we help
Engagements are designed around operational workflows, users, constraints, risk and measurable outcomes.
AI opportunity and readiness sprint
2-4 weeks
A focused engagement to identify the highest-value AI opportunities in your operations.
Outputs
- Workflow opportunity map
- AI readiness assessment
- Data and integration review
- Governance and risk scan
- ROI sizing
- Prioritised roadmap
- Recommended first pilot
Best for
Leaders who know AI matters but need clarity on where to start.
Workflow redesign and production pilot
8-12 weeks
A controlled pilot focused on one high-value operational workflow.
Outputs
- Target workflow design
- Prototype or MVP
- Human-in-the-loop operating model
- Evaluation framework
- Security and governance assumptions
- Pilot KPIs
- Production recommendation
Best for
Teams ready to prove value in a real workflow, not just run another sandbox demo.
Productionisation and integration
12-20 weeks
Take proven AI workflows into production with the architecture, controls and adoption plan required for real operational use.
Outputs
- Production architecture
- System integration
- Evaluation and monitoring setup
- Role-based access controls
- Audit and logging design
- Runbooks
- User training and adoption support
- Go-live plan
Best for
Organisations moving from a successful pilot to operational deployment.
AI governance and evaluation layer
Practical governance and evaluation support for teams deploying generative AI, LLMs and agentic workflows.
Outputs
- Evaluation framework
- Guardrail design
- Prompt and retrieval testing
- Risk and control documentation
- Human oversight model
- Vendor and model assessment
- Audit-ready operating pack
Best for
Organisations that need confidence, not just capability.
Fractional AI design authority
Senior AI leadership for organisations that need experienced guidance without hiring a permanent AI executive or principal engineer.
Outputs
- AI roadmap ownership
- Architecture review
- Delivery assurance
- Risk and governance support
- Vendor assessment
- Programme steering
- Executive advisory
Best for
COOs, CIOs, CTOs, CDOs and transformation leaders who need senior AI judgement on demand.