For Business

One bounded outcome. A baseline. Human review. Measurement.

I help Scottish businesses run practical AI pilots that produce a deployable result, not a slide deck. Start small, measure honestly, then scale what works.

How I work

Practical AI implementation

I do not sell "AI transformation" first. I sell one bounded outcome you can measure: reduce manual triage, draft from structured data, summarise internal documents safely, classify enquiries, extract fields, produce first-pass reports, or route work for human review.

1. Readiness Snapshot

Free 10-minute score plus your next 3 actions. Creates market data and a conversation.

2. Workflow Audit

Process map, 3 ranked opportunities, risk/data check and an ROI test plan.

3. Implementation Sprint

One prototype workflow with SOP, human review and a measurement plan.

4. Team Briefing

A tailored practical session for your team, not a generic keynote.

Engagement ladder

Start where it's useful

OfferSuggested pilot priceDeliverableWhy it helps
AI Readiness SnapshotFree / lead magnet10-minute score + next 3 actionsCreates market data and conversations
AI Workflow Audit£450–£750Process map, 3 ranked opportunities, risk/data check, ROI test planGenerates case-study candidates
AI Implementation Sprint£1,500–£3,500One prototype workflow, SOP, human review, measurement planTechnical/business proof
Team AI Briefing / Workshop£295–£75060–120 min tailored practical sessionSpeaking proof + referrals
Scottish AI Intelligence RetainerTest laterMonthly sector brief + alerting/adviceRecurring commercial signal

Honest note on pricing

These are positioning ranges, not guaranteed market rates. I pilot, measure close rate and outcomes, then adjust. Prices are indicative and agreed per engagement.

Why this approach

Useful before impressive

Evidence before status

Authority is earned through reproducible work, transparent sourcing and correction.

People stay accountable

AI can assist decisions; people remain responsible for consequential use.

Open limitations

Every test, report and build states what it cannot prove.

Scottish relevance

National policy and global AI developments are connected to the actual needs of Scottish organisations.