OpenVals
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Who We Serve: Reasoning

Validate multi-step decision intelligence for high-value operations.

Evaluate logic paths, causal inference, and consistency. OpenVals helps teams ensure that agentic workflows behave reliably, avoiding broken process paths and maximizing AI automation ROI.

OpenVals Assessment

Trust Score Preview

Reasoning DepthMulti-Step
State tracking validationConsistent
Decision ConfidenceDRS Score
Minimize logic failure rates in complex workflows, securing consistent operational outcomes.
Expose reasoning loops and state tracking errors before they disrupt customer journeys.
Deliver the Decision Reliability Score (DRS) to prove model reasoning trust to stakeholders.

What you get.

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

Causal Inference

Benchmark logic models on cause-and-effect reasoning scenarios to avoid planning errors.

Deduction Tracking

Verify multi-step logical reasoning accuracy and state consistency over time.

Loop Identification

Detect circular reasoning paths or models getting stuck in logical loops to protect compute budget.

Engagement workflow.

01

Define

Load complex multi-step reasoning puzzles and operational scenarios.

02

Run

Execute reasoning traces across your candidate models.

03

Trace

Verify intermediate reasoning steps and conclusion paths.

04

Score

Generate a Decision Reliability Score to prove model reasoning trust.

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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