OpenVals
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Trust Score Engine

Turn model evaluation into a decision-ready trust score.

The OpenVals Trust Score Engine combines quality, reliability, safety, latency, and variance signals into a practical view of deployment confidence.

OpenVals Assessment

Trust Score Preview

Unified trust score1
Business-aligned metricsWeighted
Evaluation-ready roadmapAPI
Give technical and business teams one shared language for AI readiness.
Weight evaluation signals around safety, cost, latency, accuracy, and reliability.
Track whether a model is ready to launch, needs guardrails, or should be rejected.

What you get.

Clear, evidence-backed deliverables for technical teams, leadership, customers, and auditors.

Weighted Scoring

Tune score weights around your use case, risk tolerance, and business impact.

Evaluation Signals

Combine accuracy, semantic alignment, reliability, safety, consistency, variance, and latency.

Decision Support

Translate technical findings into clear go, no-go, or remediate recommendations.

Engagement workflow.

01

Instrument

Select metrics, datasets, providers, and evaluation thresholds.

02

Evaluate

Run benchmark and validation workflows across your model candidates.

03

Score

Generate a trust score using weighted signals aligned to business priorities.

04

Operationalize

Use the score in launch gates, procurement decisions, and ongoing validation.

Engagement Packages

Start with the right level of AI assurance.

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Full validation engagement

Enterprise AI Validation

A deeper evaluation of model quality, safety, reliability, bias, and deployment readiness.

  • Model validation report
  • Benchmark comparison
  • Executive risk summary
Scoped program
Adversarial testing

AI Security

Manual and automated pressure testing for jailbreaks, prompt injection, leakage, and abuse cases.

  • Attack findings
  • Severity-ranked issues
  • Mitigation playbook
Attack simulation
Audit preparation

Compliance Readiness

Evidence, controls, and governance artifacts for teams preparing for AI oversight.

  • Compliance gap map
  • Control checklist
  • Audit-ready documentation
Regulatory support

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Get a fast baseline of your model's reliability, safety, compliance, and deployment risk before you invest in a full validation program.

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