Practical AI implementation in three months
From AI curiosity to AI capability
We turn AI from a boardroom conversation into working tools with real value, while your team keeps running the business. Fixed scope, fixed fee, defined deliverables. No open-ended retainer, no scope creep, no surprises.
The programme
Month 1
Assess
- Readiness assessment completed
- Governance baseline established
- Roadmap agreed with you
Month 2
Build
- Both AI tools scoped and designed
- Both tools built inside your business
Month 3
Hand over
- Tools tested and measured
- Capability and controls handed over
- Change and adoption plan
What you get
- AI Readiness
- Where AI can, and cannot, add value in your business today.
- AI Roadmap
- A sequenced, prioritised route to AI-ready, honest about risk and effort.
- AI Governance
- Every model, tool and unofficial pilot surfaced and brought under control.
- Two AI Tools
- Two working proofs of concept, with real users and measured results.
- AI Capacitation
- A nominated owner equipped to run, extend and govern what we built.
Four tools in the field since August 2026
For an international agricultural sustainability non-profit, with build partner Vectruva. In testing with field teams and agronomists in Uganda, Vietnam and Côte d'Ivoire.
Read the case study- Yield estimate
- From a single phone photo
- Farm location
- Captured in the field
- Cocoa check
- Swollen shoot disease screening
- SMS reminders
- Timely prompts to farmers
Why a finance-led AI firm
Every tool we build is scoped against a cost or time outcome, because we have owned P&Ls ourselves. If the numbers don't support a tool, the roadmap says so.