SRAA and Adaptive OODA Processes
The Sense–Reason–Act–Adapt (SRAA) framework is a PATENTED AI control architecture enabling adaptive decision-making in complex environments.
Sense: Harnesses sensors for environmental awareness in IoT, healthcare, and security
Reason: Processes data in-stream via distributed software engineering
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Act: Supports human decisions with timely actions
Adapt: Learns and evolves to refine goal-oriented responses
Data Flow: SRAA (Sense → Reason → Act → Adapt)
Business Flow: OODA (Observe → Orient → Decide → Act)
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ALIGNMENT
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Why It Matters in Mission-Critical Environments
Reliability: Consistent, fast response cycles where downtime is not an option.
Governance: Decisions are transparent, traceable, and defensible.
Human-Centred: People remain in control, with AI augmenting—not replacing—them.
Adaptability: Systems evolve with conditions, risks, and regulatory changes.