Your teams are building with AI. Who's deciding how?
A two-week, fixed-fee assessment for product and engineering leaders. We map how your organisation really uses agents, connectors and models today, then hand you the standards, guardrails and 90-day roadmap to scale it safely.
Adoption moved faster than the operating model.
Teams are shipping agents and internal tools with AI. That's the good news. The questions nobody owns yet are what keep CTOs and CPOs up at night.
Shadow agents
Agents reaching production data with no review path and no named owner.
Connector sprawl
MCP connectors, API keys and permissions granted team by team, ad hoc.
No line of sight
Little visibility of what agents actually do, how well, or what they cost.
Vendor drift
Several model providers in use and no standard for when to use which.
Six areas. One honest scorecard.
Skills and reusable patterns
Are teams packaging what works so it's reused, or reinventing it in every repo?
Connectors and data access
Which MCP connectors exist, what data they reach, and who approved them.
Agents and orchestration
How agents hand work to each other and to people, and where it can go wrong.
Observability and evaluation
Whether you can see, measure and test what your AI systems are doing.
Security and data exposure
Permissions, secrets, prompt-injection exposure and what leaves your boundary.
Cost and token economics
Who owns AI spend, how it's tracked, and where it's quietly growing.
Independent by design: our recommendations aren't tied to any model provider. We work across the Anthropic, OpenAI and Microsoft stacks.
Decisions, not a slide of buzzwords.
Everything is written for two audiences: the teams who'll implement it, and the board who'll ask what it means for risk and cost.
- Maturity scorecardWhere you stand across all six areas.
- Agent and connector inventoryWhat's running, what it touches, who owns it.
- Prioritised risk registerThe handful of issues worth fixing first.
- Reference operating modelStandards, approval paths and ownership.
- 90-day roadmapSequenced, owned, realistic.
- Board-ready summaryOne page on risk, cost and opportunity.
Two weeks. Light on your team.
Discover
Short interviews with product, engineering, security and finance leads. We build the inventory of agents, connectors, tools and spend.
Assess and recommend
Scoring, gap analysis and the operating model, presented to your leadership team with the roadmap and board summary.
Implement
Hands-on help putting the standards in place, plus team training where it's useful. Scoped only if you want it.
CPOs, CTOs and VPs of Engineering at B2B software and tech-enabled companies whose teams are already building with AI, and want it to scale without surprises.
A senior AI engineer, a product lead and an executive sponsor: practitioners who have led product and architecture at enterprise scale, and who build with these tools every week.
Founding-cohort fee: £12,500 + VAT
Fixed price for the full two-week assessment. Available to the first five organisations.
Register interest
Tell us a little about where you are. We'll reply personally within two working days to arrange a 30-minute call.
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