PLPramaana
Pramaana Public Sector

AI evaluation for government.

Evidence before adoption

Can this system be trusted on the task?

Versioned tasks · independent scoring · auditable results

Government is adopting AI quickly, but teams need evidence that a system can perform the real task before it affects a benefits decision, legal question, security mission, or public service.

Pramaana builds rigorous, third-party evaluations that measure the full system—including tools and scaffolds—under reproducible conditions.

Benchmarks grounded in public missions

Public sector evaluation

Benefits decisions

Accuracy, procedural compliance, and explanation quality.

Public sector evaluation

Legal research

Authority, citation integrity, and issue coverage.

Public sector evaluation

Cyber operations

Tool use, incident analysis, and secure remediation.

Public sector evaluation

Citizen services

Grounded responses, language access, and refusal behavior.

Start with the decision

Measure what your agency needs to trust.

We work with program owners, technical teams, and policymakers to turn mission requirements into defensible evaluations.