Give QRI one difficult investigation. Judge the evidence.
Replay completed NCR, CAPA, supplier, or 8D investigations without replacing your current QMS. QRI assembles the permitted evidence context, exposes contradictions and unsupported claims, and produces a cited brief for human review.
A measurable investigation replay—not a free demo.
- Replay of three to five completed investigations using controlled or de-identified material
- Evidence map with exact source, version, page, row, or event references where available
- Contradiction register and unsupported-claim assessment
- Relevant and misleading historical-case comparisons
- Cited investigation brief for human review
- Measured comparison against the current evidence-gathering and review process
- Executive readout and production-pilot recommendation
The decision we measure
Does QRI materially reduce evidence-gathering and review effort while making conflicts, missing evidence, and unsupported conclusions easier to see?
- Baseline
- Your current investigation and reviewer process
- QRI result
- Cited brief, findings, and exact support boundaries
- Decision
- Proceed, reshape, or stop based on measured evidence
This benchmark is designed for teams with real investigation friction.
- You already operate a QMS, eQMS, or hybrid quality stack
- Investigations depend on evidence spread across files, controlled documents, suppliers, test data, ERP/MES, or other systems
- Reports are returned for missing evidence, conflicting facts, or unsupported conclusions
- You can provide several completed cases and one quality expert for two review sessions
The benchmark does not pretend to be a production rollout.
- No full QMS migration or replacement commitment
- No autonomous approval, signature, closure, or external dispatch
- No promise that a model discovers the true root cause
- No production connector or live writeback unless separately scoped and qualified
- No claim that operating QRI certifies the customer or its quality system
$10,000
Fixed scope, paid upfront, with delivery beginning after the agreed usable data is received. A production pilot is scoped separately after the benchmark evidence is reviewed.
Synthetic demonstrations are not approved customer quality records. Exact deployment, security, validation, source-rights, and writeback boundaries are agreed before any live controlled use.