Judgement on what to build
People
The humans own the bookends: what is worth doing, what good looks like, and whether the output can be trusted.
Useful AI, not theatre
Most business AI is theatre.
I’m James Morris, an AI consultant for UK small and mid-sized businesses. I turn messy workflows into useful, governed AI systems. No magic. No innovation theatre. Just evidence, delivery and human control.
Judgement on what to buildPeople
The AI doing the workAgents
Shared, maintained knowledgeContextusually missing
Confidence and trustGovernanceusually missing
Context and governance are usually missing.
The problem
Busy with AI.
Not better because of it.
- Building more dashboards that nobody looks at.
- Pilots that never become production work.
- AI prompts scattered across teams with no shared context.
- Unchecked output that nobody can explain when it matters.
The model
Four essential layers for AI success.
Most organisations have people and tools. The missing parts are the maintained context the AI can use, and the governance that makes the work safe enough to rely on.
The AI doing the work
Agents
AI agents are set up like capable new hires: clear goals, tools, skills, knowledge, boundaries and feedback.
Shared, maintained knowledge
Context
The maintained brain your agents read from and write back to: process, standards, examples, decisions and evidence.
Confidence and trust
Governance
Tests, human gates, audit trails and a definition of good. The reason AI can touch real work.
Services
Diagnose.
Build.
Train.
Start small enough to prove value, serious enough to change the work.
01 · Diagnose
AI Reality Check
£1,950 fixed
A focused review of one function or workflow. You get evidence, a four-layer scorecard, an opportunity map and a prioritised build order.
02 · Build
Governed Workflow Sprint
From £9,000
Design and implement one useful workflow with maintained context, human approval gates, real-data testing, logs, documentation and handover.
03 · Train
Team Enablement
£1,500 half-day
£2,750 full-day
Practical, tailored training around your real workflows so the team can use, test and improve AI without losing standards or control.
Founding price5 founding places
Founding customer offer
First five customers get the full Reality Check at the founding price.
Pay £1,250 instead of £1,950. Two weeks, one real workflow, a scorecard, opportunity map and a clear build, stop or train decision.
A signed scope and 50% deposit reserves a place. One place per business. No artificial countdown.
Proof
I don’t just talk about AI. I run my business on it.
My own AI systems use human judgement, AI agents, shared knowledge bases, quality gates and explicit review. The proof is not a slide. It is the way the work gets done.
See the proofVisible delivery proof
Site Revamp
A multi-agent operating system for researching businesses, producing website concepts, QA checking work, and preparing human-approved delivery batches.
Governed decision system
Value Bet Edge
A data-to-decision workflow with models, evidence, rules, automation, human gates and review.
Useful tool proof
Design Your Prompt
A practical product that turns messy intent into structured prompting help. Small, concrete, shipped.
Credibility
30 years of building real systems.
Analyst, designer, manager. The hard bit has always been deciding what to build and making it trusted enough for people to use. AI makes that sharper, not easier.
About JamesRecognition
- Queen's Award for Innovation (2006)
- Big Data and IoT Excellence Award 2017 — Outstanding Data Management Solution
- Computing Big Data & IoT Awards 2017 — IT Team of the Year
Next step
Want to get your AI working for you?
Start with the AI Reality Check. Two weeks, clear evidence, and a decision you can stand behind.