SIA Evaluate
Measure before you govern.
Prove SIA on your existing AI workloads without changing production behavior. Benchmark representative work, run SIA in shadow, validate the findings, and build the evidence required for a governed deployment.
Capabilities
What this product does.
Representative workload evaluation
Evaluate the real prompts, models, agents, and workflows that matter to your organization.
Shadow-mode pilot
Run SIA alongside existing AI calls without changing production output or user behavior.
Governance findings
Measure objective preservation, protected-condition integrity, provenance, and control readiness.
Decision-ready evidence
Give technical buyers and governance teams machine-readable results for deployment decisions.
Best for: AI evaluation, pilots, governance teams and technical buyers.
Technical evaluation
Measure before you govern.
Updated metric coming soon
Preservation of the governing objective and its semantic conditions.
Updated metric coming soon
Independent evaluation of output quality against the governed task.
Updated metric coming soon
Output-token cost relative to an ungoverned baseline. Workload-dependent.
Updated metric coming soon
Estimated cost per governed call across the evaluated mix. Deployment-dependent.
Updated metric coming soon
Coverage of required elements the task asked for.
Updated metric coming soon
Distribution of release / regulate / withhold / inconclusive outcomes.
Updated SIA 500-prompt benchmark results will be published after the current evaluation set is finalized.