Resources
Research, frameworks and guides
Reference material on running an organization on governed intelligence: how the architecture is structured, where humans stay accountable, what implementation costs and how results are measured.
In development
These are approved topics awaiting written and reviewed copy. Draft pages are excluded from search indexing and from the sitemap until a person approves them for publication.
Framework
DraftWhat Is an AI Operating System?
A working definition of an AI operating system and how it differs from point tools, automations and assistants.
Framework
DraftAI Agents vs Automations vs Workflows
How agents, automations and workflows differ in scope, control and accountability, and when each one is the right instrument.
Framework
DraftSource-of-Truth Architecture for AI
Why intelligence work fails without an agreed system of record, and how to establish one before building.
Framework
DraftHuman Approval Architecture
Designing approval boundaries so intelligence can draft, prepare and route work while people stay accountable for decisions.
Guide
DraftAI Operating System for Real Estate Acquisitions
How an acquisitions team can structure sourcing, screening, diligence and committee preparation inside one governed system.
Industry: Real Estate
Guide
DraftAI for Private Capital Operations
Applying governed intelligence to investor operations, fund reporting cycles and portfolio oversight.
Industry: Private Capital
Guide
DraftArchitecture Assessment Checklist
What to gather before a diagnostic: systems, data, workflows, decision rights, constraints and desired outcomes.
Research
DraftAI Implementation Cost Model
The cost structure of an implementation programme and the variables that move a quote up or down.
Research
DraftMeasuring AI Workflow ROI
A measurement framework for intelligence work: baselines, cycle time, throughput, quality and decision latency.
Framework
DraftWhat Should Never Be Fully Automated
Decision classes that require a named human owner, and how to encode those boundaries in an operating system.
Glossary
Plain definitions for the 12 terms used across this site, written in house and kept consistent with how AEGIS OS is actually built.