Pilot to P&L.
We help companies move from experimenting with AI to making it part of everyday work. We identify where it can create value, bring the right tools into your business and train your teams to use them. Success is measured against clear business outcomes - not the quality of a demo.
Four questions, answered in money.
The audit answers these before anything is built. If an answer is weak, that is the finding.
- Value
Where AI actually creates value in how you operate, measured against cost and cycle time, not hype
- Tooling
Tooling and architecture: what to buy, what to build, what to ignore
- People
Upskilling, role redesign, new ways of working
- Governance
Data, risk and quality controls that survive an audit
AI belongs in the work.
We bring AI into the systems and workflows your teams already use. From finding answers in company knowledge to automating routine tasks, analysing data and supporting customers, we start where it can make a useful difference. We connect the tools, train your people and measure the impact in time saved, work quality and operating costs.
- Workflow automation
- Company knowledge
- Reporting & insights
- Customer support
This lane, on the same grid.
Nothing about the sequence changes because the lane is AI. Audit, build and embed, sustain if needed. If the audit says the value sits in the other lane, we will tell you that instead.
AI readiness audit
3-5 weeksCapability, tooling, data and team scored, and a pathway sized in money
AI capability build
3-6 monthsBuilt with your team, in production, with the training and governance to run it
AI advisory retainer
Ongoing, if neededA senior line to call, quarterly review, escalation cover
Capability that stays after we leave.
The test of this lane is not what we produced. It is what still runs once we are not there.
- A working capability in production
- A team trained to run it without us
- Documentation written for the people who stay
- A governance position you can put in front of an auditor
Half of an audit is subtraction.
The pathway includes a do-not-do list, and it is usually the most valuable page in it. These are positions we hold going in.
- Do not buy a platform without a clear use case and a team ready to use it.
- Do not run a pilot without a measurable business outcome.
- Do not automate a process nobody has agreed to change.
- Do not start with the model. Start with the operation.
- Do not build what you can buy, and do not buy what you will never staff.
Start with the AI readiness audit.
Three to five weeks. It ends in a go or no-go, and no is a real answer.