We applied our own method to ourselves
Nine weeks. AI wrote 71 per cent. The eval rig caught four contract math regressions that would have over-billed clients. What we learned building EffektAI on EffektAI.
Ashiq Rahman
5 May 2026 · 7 min read
Nine weeks. AI wrote 71 per cent. The eval rig caught four contract math regressions that would have over-billed clients. What we learned building EffektAI on EffektAI.
Ashiq Rahman
5 May 2026 · 7 min read
Two AI patterns sound identical in a vendor pitch and behave very differently in production. Why the distinction matters for cost, governance, and the regulator.
Ashiq Rahman
5 May 2026 · 6 min read
Four clauses that make outcome pricing real. The change-of-scope clause is the one that breaks most contracts in flight. What ours looks like.
Andrew Stebbing
5 May 2026 · 6 min read
What a rig actually contains. Why every AI engagement needs one. How to read a vendor's quality claims without taking them on faith.
Ashiq Rahman
5 May 2026 · 5 min read
The anatomy of a stalled rebuild. Where the money went. Why it stalled. What changes when AI does the archaeology.
Andrew Stebbing
5 May 2026 · 6 min read
A field guide for procurement. Six tells of a hidden day-rate model. Six tells of a real outcome model.
Andrew Stebbing
5 May 2026 · 5 min read
Coming up
Outcome-priced from day one
Pick a project that finished or stalled. Show us a quote you've received or an invoice you've paid. We'll price the same scope on outcomes, not hours.