How teams put IRIS8 to work.

Early stories from the teams governing real AI estates on the gateway. Named case studies with hard numbers are being written with the founding cohort now.

Founding cohort · illustrative profile

From “we think around forty” to 143 systems, in one week

A mid-size financial services company believed it ran “about forty” AI systems. Gateway discovery found 143 — including 27 shadow systems, two of which touched customer data. Week two: sensitive-data masking live in alert-only; week three: enforcement on, with zero developer tickets filed. The screenshot that went to the board wasn’t a risk report — it was the savings dashboard that paid for the platform.

143 AI systems discovered · 27 shadow · 2 touching customer data
Masking enforced by week three — zero developer complaints
First examiner-style reconstruction delivered in week four

1 weekto full estate visibility

27shadow systems surfaced

3 weeksto enforced protection

<15 mindecision reconstruction

Coming soon · BankingA $1–100B bank’s road to SR 26-2 readiness

In progress with a founding-cohort institution. Named, numbered, and examiner-tested.

Coming soon · AI-nativeGoverning an agent fleet at a fast-growing AI company

How an AI-native team uses Observe + Optimize to ship faster and spend less.

Your storyBecome a founding customer

Go first, shape the roadmap, and let us write your numbers here.

The next case study could be yours.

Founding-cohort teams get white-glove onboarding and co-authored results.

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