Avicenna

Evaluation & reliability

Evaluation harnesses and observability so models stay reliable as data, users, and policies shift.

Book a reliability consult

      What we monitor
      Latency, cost, and throughput
Quality drift and regression risk
Safety, red-teaming, and incident response

    

What we deliver

Evaluation datasets and scoring rubrics
Automated regression tests and release gates
Monitoring dashboards with alerting
Runbooks for incident response and rollback

      Engagement flow
      Model risk assessment and eval design
Instrumentation and monitoring rollout
Governance alignment and training

    

Best for

Teams already shipping AI who need it to be dependable at scale.

Support and ops teams

Protect response quality and compliance as usage grows.

Product leaders

Ship model updates without breaking the user experience.

Security & governance

Maintain auditability, rollback plans, and incident response readiness.