Benefits decisions
Accuracy, procedural compliance, and explanation quality.
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.
Accuracy, procedural compliance, and explanation quality.
Authority, citation integrity, and issue coverage.
Tool use, incident analysis, and secure remediation.
Grounded responses, language access, and refusal behavior.
We work with program owners, technical teams, and policymakers to turn mission requirements into defensible evaluations.