Four ways to bring AI into your firm.
Most financial firms don't fail at AI because the models aren't good enough. They fail because they can't decide what to build first, or who to trust to ship it. We collapse that decision into four productised engagements — starting at £1,500, async, no meetings required.
AI Opportunity Audit
The 5-day, async, no-meetings way to see whether AI is worth your leadership team's time.
You send us a short intake form and 30 minutes of context. We send back a written diagnostic (12–18 pages) + a 20-minute Zoom walkthrough. You leave knowing exactly which parts of your firm AI can move, which are noise, and whether the Blueprint is worth commissioning.
- →Written 12–18 page opportunity diagnostic
- →20-minute Zoom walkthrough from Kasim
- →Top 5 AI opportunities ranked by revenue impact
- →Honest “don’t bother” list — what NOT to build
- →100% credited against a Blueprint if you upgrade
Financial AI Blueprint™
Our flagship. The 2-week, board-ready AI architecture blueprint for your firm.
We embed with your leadership, walk your stack, your book and your regulatory perimeter, and hand you a production-grade AI architecture blueprint. Three highest-leverage AI systems for your firm, ranked by ROI and time-to-value, with sequenced build plans and cost envelopes. Bound & couriered. Yours to execute with anyone.
- →AI opportunity map, ranked by revenue impact
- →Architecture blueprint for the top 3 systems
- →Model, data and vendor recommendations
- →Compliance & governance guardrails
- →Sequenced 90-day build plan with costs
- →Physical, bound & couriered blueprint document
AI Build
We ship the AI system your Blueprint identified — end to end, in production.
Architecture, engineering, evals, deployment. Our team designs, builds and deploys a bespoke AI system into your tenancy — agents, RAG, orchestration, integrations, observability, the full stack. You get production code, model weights, evaluation harnesses and a working system on day one.
- →Full-stack AI system in your tenancy
- →Bespoke agents / RAG / orchestration
- →Evals, observability & guardrails
- →Documentation, training & handover
- →Code and IP owned by you, not us
AI Operator
We become your embedded AI team — running, evolving and expanding your AI stack.
Once your AI systems are live, they need to be operated: models retrained, evals rerun, prompts tuned, agents extended, new systems built alongside the existing ones. We stay embedded as your fractional AI team — cheaper, faster and deeper than staffing it in-house.
- →Ongoing operation of live AI systems
- →Direct access to senior AI architects
- →Model & agent evolution
- →Continuous evaluation & safety review
- →New AI systems built alongside the old
- →Quarterly board-ready AI roadmap
Signal. System. Shipped.
Every KJ engagement — from the £1.5k Audit to the £25k/mo Operator retainer — runs through the same three-part method. It's what stops financial-services AI programmes from stalling at slide 40 of a deck.
Signal
We identify where AI actually creates measurable P&L movement inside your firm — not where the vendor demo happens to be shiny. Sector-specific, ranked by revenue impact.
System
We architect the specific AI system that turns that signal into shipped software. Model choice, data flow, evals, compliance envelope, integration surface — bespoke to your stack.
Shipped
We build and deploy it into your tenancy, in production, measured on the number it was supposed to move. Then we run it and evolve it alongside your team.
Not sure which tier is you?
If you're still asking “is AI even worth our leadership team's time?” — start with the £1.5k Audit. Async, 5 days, no meetings, no commitment. About 60% of Audits convert into a Blueprint.
If you already know AI matters and now need a ranked, funded, compliance-safe plan for what to build first — commission the £15k Financial AI Blueprint™. Two weeks. Fixed price. Yours to execute with anyone. About 70% of Blueprint clients ask us to build the first system.
If your Blueprint is done and you're ready to ship — go straight to AI Build. If you already have live AI systems and need them run, evolved and expanded — AI Operator.
Not sure? Take the free 5-minute AI Readiness Score and we'll tell you exactly which tier fits your firm.