Case evidence

Verifiable outcomes from live production

Every metric below is drawn from our own fleet — no synthetic benchmarks, no fabricated client quotes.

44→65

IRO delta — Sterling agent, pre- vs post-hardening (inverse rubric score)

10+

AI agents in live production since May 2026, each with a version-controlled charter

87/100

IRO thesis score — AI Code Production Hardening, 12 sightings across 9 days

Read the case studies

Applied intelligence

Agent fleet hardening — pilot results and production rollout

Applied intelligence

Hallucination detection in a production AI agent (Vanessa)

The system

AI code hardening — before and after scoring

The system

Prompt injection defence — AI code hardening case study

2,322 agent actions tracked · 701 successful recommendations · 45 days live
Live fleet activity as of 2026-06-27 — sourced from GSC, X, and Instagram engagement data.

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