Living demos

Prototypes

Hands-on artifacts to validate ideas and pressure-test guardrails. Built with non-PHI sample data and instrumented for reviewer visibility.

Ready to test

Each prototype ships with consent patterns, logging, and human approval loops baked in.

Turn raw product feedback into triage-ready labels with confidence scoring.

Scope: Non-PHI sample data; every label is paired with evidence/rationale
Guardrails: Redact before inference; log prompts/outputs without identifiers; reviewer handoffs
Next: Benchmark label consistency against a human rubric; expand into Jira automations

Generate CFR-style audit summaries from app + portal events (canned data).

Scope: Exception-first focus; designed for reviewer workflows
Guardrails: Deterministic prompts; immutable input/output log; human approval gate
Next: Reviewer checklist, exception handling, and PDF export