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.
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Latest
Framework
AI Agent Orchestration for Business Operations
What orchestration means once more than one intelligence role touches the same work, and the structure required to keep it accountable.
· AEGIS OS™
All articles
Subscribe via RSSTopics covered: AI Agents, Implementation, Governance, Foundations, Architecture, Measurement, Economics, Assessment, Industry operations.
Guide
Designing AI Roles for Your Team
How to write an AI role the way you would write a job description — scope, inputs, authority, escalation and review.
· AEGIS OS™
Framework
The AEGIS Implementation Roadmap
The order in which an operating system is built, and why changing that order is what makes implementations fail.
· AEGIS OS™
Framework
Governing AI Agents in Regulated Operations
How to keep intelligence roles accountable in environments where a decision has to be explained after the fact.
· AEGIS OS™
Guide
Operating System or Point Tool?
A decision framework for organisations choosing between adding another tool and building the layer underneath them.
· AEGIS OS™
Framework
Enterprise Architecture for AI
A five-layer reference model for organisations putting intelligence into operations, and the order the layers have to be built in.
· AEGIS OS™
Framework
Operating Boundaries for AI Agents
The six-part specification every intelligence role carries before it is allowed to touch live work.
· AEGIS OS™
Framework
What Should Never Be Fully Automated
Decision classes that require a named human owner, and how to encode those boundaries in an operating system.
· AEGIS OS™
Research
Measuring AI Workflow ROI
A measurement framework for intelligence work: baselines, cycle time, throughput, quality and decision latency.
· AEGIS OS™
Research
AI Implementation Cost Model
The cost structure of an implementation programme and the variables that move a quote up or down.
· AEGIS OS™
Guide
Architecture Assessment Checklist
What to gather before a diagnostic: systems, data, workflows, decision rights, constraints and desired outcomes.
· AEGIS OS™
Guide
Private CapitalAI for Private Capital Operations
Applying governed intelligence to investor operations, fund reporting cycles and portfolio oversight.
· Felipe Soares
Guide
Real EstateAI Operating System for Real Estate Acquisitions
How an acquisitions team can structure sourcing, screening, diligence and committee preparation inside one governed system.
· Felipe Soares
Framework
Human Approval Architecture
Designing approval boundaries so intelligence can draft, prepare and route work while people stay accountable for decisions.
· AEGIS OS™
Framework
AI Agents vs Automations vs Workflows
How agents, automations and workflows differ in scope, control and accountability, and when each one is the right instrument.
· Felipe Soares
Framework
Source-of-Truth Architecture for AI
Why intelligence work fails without an agreed system of record, and how to establish one before building.
· Felipe Soares
Framework
What Is an AI Operating System?
A working definition of an AI operating system and how it differs from point tools, automations and assistants.
· Felipe Soares
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Glossary
Plain definitions for the 12 terms used across this site, written in house and kept consistent with how AEGIS OS™ is actually built.