Global energy businessRevenue impact
£44M
AI-led retail optimisation integrated across legacy ERP and point-of-sale systems.
Fixed-price AI systems for established SMEs
Documents, emails and spreadsheets in. Source-linked, approval-ready work out in minutes. I design, build and deploy the working system — not a pilot or a slide deck.
Twenty-five years delivering software across regulated, operationally complex businesses. The same production discipline, compressed into a focused fixed-price build.
AI-led retail optimisation integrated across legacy ERP and point-of-sale systems.
A platform that synthesised public consultation responses for policy teams at scale.
NLP workflow that surfaced wording gaps and coverage blind spots for underwriters.
Work requests in; contractor tenders, job management and notifications out.
Policy administration with risk-appetite automation and intelligent prioritisation.
CRM, finance and operational workflows connected across acquired businesses.
Client names are generalised where confidentiality applies. Engagement scope and outcomes vary by business.
Controlled finance data in. Reconciled packs, cited commentary, exception queues and approval-ready journals out. Calculations remain deterministic; finance retains approval.
Turn controlled source packs into validated flash and management reporting, variance commentary and visible missing-data controls.
Draft accruals, test reversals and re-accruals, and route evidence-backed exceptions to the finance reviewer.
Run configurable accounting and commercial checks, with every answer linked to the relevant source clause.
Surface working-capital, forecast and variance alerts, refreshed as frequently as the connected source systems allow.
A strong first finance build: a repeated process with controlled inputs, a reviewable output and a clear owner.
Representative systems from enterprise finance delivery. Client details are withheld where confidential.
From £8,500 · 10 working days
One high-value manual workflow rebuilt as a secure, working AI system.
From £20,000 · 4 weeks
A broader product or several connected workflows, built and deployed end-to-end.
Fixed scope after discovery
For multi-system or regulated work that cannot responsibly fit a ten-day build.
A practical first step
Send one anonymised example of the work your team repeats. I will reply with the proposed input, output, acceptance checks, fixed price and delivery date. No paid discovery phase and no free pilot.
The sale is not a pilot. It is a defined build with an operational finish line. The final 50% is due when the agreed acceptance checks pass.
One anonymised example is enough to identify the inputs, decisions, output and systems involved.
You receive a fixed scope, delivery date and observable acceptance checks before the build starts.
I deploy it into your environment, prove it against the agreed checks and hand over the code and runbook.
A good first build: repeated every week, consumes skilled time, follows recognisable rules and has an output a person can approve.
Check your workflow →I have spent twenty-five years turning operational problems into software across energy, government, insurance, property and private-equity portfolios.
I scope the work, build the system and remain accountable through acceptance. You get direct access, fixed pricing and the source code.
An anonymised document, spreadsheet or description is enough. I will reply personally with the proposed workflow, acceptance checks, fixed price and delivery date.
Or email directly: chris[at]3-2-1.io