Accuracy

How we try to be right — and where we explicitly don't promise to be.

Honest framing of what the simulation models well, what it doesn't, and when you must verify with a human or official source.

Note
The short version: CourtRoom AI is a preparation tool. Treat its outputs as hypotheses to test, not statements of law. Always verify jurisdiction-specific rules with the court or a licensed attorney.
What helps accuracy

Safeguards we use

Curated reference map

Agents may only cite statutes + case types from a vetted reference set, not arbitrary citations. Drastically reduces hallucinated legal references.

Evidence grounding

Arguments are grounded in the evidence you actually upload. AI counsel cannot make up evidence you didn't add.

Adversarial design

The simulation runs both sides — your AI attorney AND opposing AI counsel. Built to surface weaknesses in your case, not flatter it.

Confidence signals

Reports surface verdict-confidence ranges (low / medium / high) so you know how much weight to put on each finding.

Honest gaps

When jurisdiction-specific references aren't available, we say so in the report rather than inventing citations.

What we don't promise

Limits worth being clear about

Not a prediction

A simulation tests your case; it doesn't tell you what a real judge will rule. Real outcomes depend on the specific judge, opposing counsel, evidence rulings, and details no AI can fully model.

Knowledge cutoff

Statutes and case law evolve. Anything the underlying model learned during training may be outdated. Always verify against an official source for time-sensitive matters.

Local rules vary

Courthouse-specific procedures, judge preferences, filing format requirements — these are not in our reference map. Local counsel or the court clerk is the source of truth.

Edge cases

Complex multi-party suits, federal procedure, criminal defense, regulatory hearings, IP litigation — these are out of scope. CourtRoom AI is built for civil-side preparation of common disputes.

When to verify

Always check these against an official source

  • Any statute or case citation, before quoting it to a court
  • Statutes of limitation, EEOC charge deadlines, and procedural windows
  • Anything described as a 'requirement' — local rules vary
  • Damages calculations for amounts above small-claims limits
  • Any reference cited in a report you intend to attach to a filing
Important
If you ever spot a hallucinated citation or factually wrong reference in a report, please email support@courtroomai.io with the run ID. We review every report.

See also: Safety, AI Legal Disclaimer, Supported Jurisdictions.

Verified preparation beats guesswork.

Run the simulation, read the report, verify the parts that matter — that's the loop.

CourtRoom AI is for legal preparation and education only. It is not legal advice and does not replace a licensed attorney.