Cheaper AI.
Proven quality.

Cut model and agent spend without silent quality loss. We test on your real work, agree a pass mark before you switch, and check again after 30 days.

Request a written note See the method

Not another bill dashboard

Helicone-style tools show spend. We prove a cheaper setup still passes your quality bar.

Form first

No scary expert call on day one. Fill the intake — get a written note offline.

Built for £1.5k+ / mo

Best fit when model/API/agent spend is serious — ideal £3k+. Below that, payback is usually too slow.

How it works

  1. You share spend band + how AI is used (intake form). Optional redacted bill totals.
  2. We reply in writing: draft cause, rough save range, price band.
  3. If you proceed: eval set from your real traffic → baseline → cheaper candidate → agreed pass mark.
  4. Switch only if it passes. 30-day check. Roll back if quality slips.

Pricing

Written diagnostic

£250

Deeper read + cause + test plan. Credited if you continue to a full engagement.

Full engagement

£750–£1,500

Eval harness, switch support, 30-day verification. One-off project — fine if you leave after.

Start with the form

Not financial advice. No savings guaranteed until an eval passes.