Designing for Trust, Speed, and Strategy in the Age of AI

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MIRA (Mission Intelligence Reasoning Architecture) Framework™ is a transformative cognitive architecture framework developed by Chester "Chet" Harvey at Fenrir USA to bridge the gap between emerging AI capabilities and mission-aligned execution. MIRA helps organizations architect systems that are not only intelligent, but trustable, auditable, and resilient by design.

AI adoption is accelerating, but most organizations are still relying on frameworks built for traditional IT systems. As a result:

• AI projects often lack strategic alignment
• Prompt misuse and model drift go undetected
• Human operators struggle to trust AI recommendations

MIRA was created to help forward-leaning organizations avoid these pitfalls by embedding cognitive readiness, decision transparency, and policy governance into the architecture from day one.

1. Strategic Alignment
   Connects AI-enabled capabilities to operational objectives, risk thresholds, and policy constraints (e.g., EO 13960, NIST AI RMF).
2. Cognitive Capability Layer
   Maps AI agents, LLMs, inference pipelines, and autonomous systems into workflows—defining clear human-AI handoffs and escalation paths.
3. Extended Architecture Domains
   Expands traditional architecture views to include prompt interfaces, vector databases, model registries, and trust scoring systems.
4. Cognitive Enablers
   Implements model drift detection, prompt validation, telemetry logging, feedback loops, and alignment auditing.
5. Continuous Evolution
   Designs architectures that adapt to new models, mission changes, and regulatory updates without constant rework.

MIRA is ideal for:

• Defense & national security programs integrating AI into C2 or ISR
• Enterprise organizations seeking to scale AI responsibly
• Technology leaders building governance frameworks for LLMs
• Architecture teams modernizing beyond traditional models

We offer tailored support to:

• Assess current architecture maturity and AI readiness
• Design and implement a MIRA-aligned capability roadmap
• Develop governance models for PromptOps, model lifecycle, and trust scores
• Train enterprise architects and leadership teams in MIRA principles

Let us help you design architectures that scale with your ambition and the intelligence to match it.

Contact FenrirUSA to schedule a MIRA Readiness Workshop or learn how this cognitive architecture framework can support your mission.

Fenrir USA
Mission-Aligned. AI-Ready. Architected for the Fight Ahead.