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Hillary Njuguna
Research Governance frameworks and structural analysis Field Notes Observations from active research Clauses Governance principles and constitutional fragments
The Orchestra Multi-model governance query engine CIR Assessment Five-dimension readiness diagnostic Bainbridge Diagnostic Identify governance failure exposure Governance Gate Demo Interactive governance gate in action
The Bainbridge Warning The governance doctrine (book) CIR v2.0 Readiness assessment framework — $50 Governed Intelligence Spec Formal multi-agent architecture — from $249 Martha Cohorts Team training program All Products Full product catalog
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Research Governance frameworks and structural analysis Field Notes Observations from active research Clauses Governance principles and constitutional fragments
The Orchestra Multi-model governance query engine CIR Assessment Five-dimension readiness diagnostic Bainbridge Diagnostic Identify governance failure exposure Governance Gate Demo Interactive governance gate in action
The Bainbridge Warning The governance doctrine (book) CIR v2.0 Readiness assessment framework — $50 Governed Intelligence Spec Formal multi-agent architecture — from $249 Martha Cohorts Team training program All Products Full product catalog
AboutContact

Applied work

Products & Specimens

These are public operating surfaces built from the corpus. Some are assessments, some are specimens, and some are emerging tools. Each should still read like a node in the same field.

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guide

The Bainbridge Warning — Book

58 pages. Five documented failures. Four capabilities. One argument about the infrastructure gap that is already installed — and what to build before it becomes expensive.

LiveBundle
research-bainbridge-warning
View details 7 linked nodes
framework

The Bainbridge Warning

A practitioner assessment for executive teams and governance leads who need to turn the Bainbridge Warning from doctrine into owned operational structure.

LiveOn request
research-bainbridge-warningresearch-dcfb
View details 14 linked nodes
guide

Cognitive Infrastructure Readiness v2.0

A self-assessment framework for organisations evaluating their AI readiness across five constitutional dimensions. Available now on Gumroad.

Live$149
research-dcfbresearch-bainbridge-warning
View details 18 linked nodes
cohort

Martha Cohort Program

A structured cohort for teams learning to build and govern AI-augmented workflows. Practical, applied, and grounded in the DCFB and CIR frameworks.

Waitlist OpenTBA
research-dcfb
View details 10 linked nodes
Hillary Njuguna

AI governance architecture for institutions deploying AI systems under real-world governance constraints.

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Intelligence Digest

Research dispatches written during the synthesis process.

Essential Reading

The Bainbridge WarningProject AuroraDCFB Theory

Research

ResearchField NotesClauses

Tools

The OrchestraCIR AssessmentBainbridge DiagnosticGovernance Gate Demo

Products

The Bainbridge WarningCIR v2.0Governed Intelligence SpecMartha Cohorts

Connect

AcheType on Substack ↗ LinkedIn ↗ GitHub ↗ Gumroad ↗

© 2026 Hillary Njuguna

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