Kiberon Labs

Optimization & Security Hardening

Make existing systems faster, cheaper, and safer.

Overview

Audit and tune live AI systems for latency, cost, and security , including prompt injection, data leakage, and access control.

AI systems that shipped fast often carry hidden cost, latency, and security debt. We audit your live deployment end to end: token economics, caching, retrieval quality, and the full threat surface from prompt injection to data exfiltration. Then we implement the fixes and the controls to keep them fixed.

Outcomes you can expect

  • Lower per-request cost and latency without quality loss
  • Closed security gaps across the prompt and data surface
  • Guardrails and monitoring that hold the gains

Have a system to build, secure, or scale?

Tell us what you're working on. We'll tell you honestly whether and how we can help.

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