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TOKENEFFECT

Operational AI,
made fundable
and shippable.

Investment cases for AI pilots.
Getting vibe code apps production ready.

AI Value Case

3-week diagnostic

Pilot worth funding

Vibe Code to Real Code

1-week diagnostic

Prototype safe to share
Book a 30-minute fit call → See both diagnostics

Two diagnostics. One clear decision.

TokenEffect is built for the step before expensive delivery. You leave with evidence, scope and a decision pack.

AI Value Case

Find the AI pilot worth funding.

A fixed-scope, 3-week diagnostic that turns operational pain into a quantified investment case.

£8,700 fixed fee 3 weeks Board-ready decision pack
View AI Value Case →
Vibe Code to Real Code

Turn vibe code into real code.

A fixed-scope, 1-week diagnostic that turns a working AI prototype into a secure corporate asset.

£4,500 fixed fee 1 week Engineering-ready specification pack
View Vibe Code →
Built for the messy middle

You know AI could help. You need evidence before spend.

Most organisations are not short of AI ideas. They are short of evidence, ownership and a safe route to production.

TokenEffect turns those questions into a structured diagnostic. Fixed fee. Fixed scope. Clear decision.

Investment cases

Prioritised AI opportunities, scored by value, feasibility, risk and complexity.

Production readiness

Code, data, security and deployment evidence that IT can review and act on.

Decision packs

Clear recommendations for board, CFO, IT or CTO sign-off.

Operational insight.
Commercial logic.
Engineering discipline.
✓ AI pilots worth funding
✓ Vibe-coded apps ready for review
✓ Evidence leaders can act on
Book a 30-minute fit call →