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We unlock innovation in high-impact sectors by transforming opaque AI systems into transparent, accountable infrastructure. 

Auditing the AI Black Box, One Token at a Time.

Auditing the AI Black Box, One Token at a Time.Auditing the AI Black Box, One Token at a Time.Auditing the AI Black Box, One Token at a Time.
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We unlock innovation in high-impact sectors by transforming opaque AI systems into transparent, accountable infrastructure. 

Auditing the AI Black Box, One Token at a Time.

Auditing the AI Black Box, One Token at a Time.Auditing the AI Black Box, One Token at a Time.Auditing the AI Black Box, One Token at a Time.
Request Executive Overview

What we do

Retrofit Accountability. Real-Time Oversight.

 

At OptimizedEdge, we’ve built the first retrofit oversight layer for large AI systems.


  • Real-time monitoring at token level
     
  • Full audit trail, regulator-grade
     
  • No retraining required


  • Light weight  7-9% latency
     
  • Model-agnostic: OpenAI, xAI, Anthropic, Gemini and beyond

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