InsightsThree surfaces

How we think, published.
Start anywhere.

The thesis behind the architecture, field notes from live deployments, and an open diagnostic you can run against your own AI footprint.

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The thesis

Governed Intelligence

Our position on why AI stalls inside real organisations, and the three-layer architecture we use to fix it — intelligence, operating layer, applications.

Why pilots never reach production
The AI Operating Layer, defined
What governance has to own before scale

Format: Long-form position paper
Access: Open · no form

Read the thesis →See the architecture →

Field notesNew

The Blog

Working notes from live deployments — governance patterns, deployment mechanics, and what actually breaks when AI meets an operating environment.

Deployment patterns from shipped platforms
Governance decisions, with the reasoning
Answers to the questions operators keep asking

Format: Ongoing articles
Access: Open · no form

Read the blog →AI for business FAQ →

ResearchOpen

The YC AI Audit

A 7-day posture diagnostic for AI-native teams: posture score, risk surface, gap map and a 30/60/90 plan. The full 24-page method is published.

Benchmarked findings from AI-native teams
The complete Day 0 to Day 7 method
$7,500 fixed fee · free for active YC batches

Format: 24-page report + Day 0–7 method
Access: Open · no gate

Open the audit →Download the PDF →

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How we think, published.Start anywhere.

Three ways in.All open.