FINDINGS

Of the open tickets on the first project we ran our AI SDLC on, 90% were merged or closed. 57% were fixed in one shot, most issues were solved in under 22 hours, and there have been zero production reverts so far.

Total tokens for the same query in one production path of our eCommerce agent, after we redesigned the workflow around normalized product contracts and minimal output schemas. Latency fell from 28.16 s to 6.76 s.

Reported vulnerabilities in a legacy application, before and after an AI-assisted modernisation. Zero lines of business logic were rewritten.