Solutions / Legal

Verify every AI output before it reaches the brief

AI agents are fast, confident, and wrong often enough to matter. Meerkat catches fabricated citations, misquoted clause terms, and inflated liability figures before they reach opposing counsel.

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The Problem

AI agents are fast, confident, and
wrong often enough to matter

$440,000

Sanctions in the Australian Charlotin case for AI-fabricated citations

Federal Court of Australia, 2025

$1.6M

Costs in the Canadian Castel case for fabricated legal authorities

Federal Court of Canada, 2025

5 of 5

Contradicted claims in a single non-compete analysis during Meerkat testing

Duration, scope, geography, damages, case law all fabricated

How Meerkat Works

Two gates between the AI
and the filing

Ingress Gate

Shield scans incoming documents before the LLM processes them

Catches attempts to manipulate AI-assisted contract review
Prevents injection attacks in case analysis workflows
Sanitizes inputs to compliance screening systems

Egress Gate

Verify checks every output against source documents

Citation verification against actual case law
Clause reference checking against the contract
Numerical accuracy on liability caps, severance terms, and penalty amounts

Detection

The errors that end careers in law

Fabricated Citations

The AI cited a case that does not exist. It sounded plausible, had a realistic docket number, and contained a holding that perfectly supported the argument. None of it was real.

Misquoted Clause Terms

Indemnification cap stated as $5 million. The contract says $2 million. A $3 million error presented with complete confidence.

Inflated Scope

Non-compete described as worldwide, 5 years. The actual clause says 50-mile radius, 12 months. The AI fabricated terms that dramatically favor one party.

Incorrect Jurisdiction Analysis

Courts in British Columbia have consistently upheld such restrictions. They have not. The AI fabricated the precedent to support its conclusion.

Missing Qualifications

The AI presented a definitive legal opinion without noting that the area is contested, the law is evolving, or multiple interpretations exist.

Governance & Compliance

The audit trail your compliance
team has been asking for

Every AI interaction is logged, scored, and traceable. Not a monthly report. Continuous, automated oversight.

Complete Audit Trail

Every verification produces a signed record: what was checked, what passed, what was flagged, how it was resolved. Exportable for regulatory review.

Agent Identity

Every AI agent in your environment is registered, authenticated, and monitored. Full lifecycle governance for every AI agent.

Heartbeat Monitoring

Real-time status of every AI agent. If an agent goes silent, drifts from its baseline, or behaves anomalously, you know immediately.

Regulatory Filing Ready

Audit records structured for submission to bar associations, courts, and regulatory bodies. Complete provenance chain from input to output.

Automated Compliance Reporting

Dashboard showing verification rates, flag rates, resolution times, and trust score trends across your entire AI fleet. No manual log pulling.

ISO 42001 Alignment

Meerkat's continuous monitoring maps to emerging AI management system standards, providing the infrastructure between Big Four audits.

Deployment

Your client data never
leaves your environment

Cloud API

Pre-anonymized briefs and contracts. Zero-retention. 5 minutes to integrate.

Hybrid Sidecar

Verification runs inside your firm's network. Client confidentiality preserved.

Self-Hosted

Fully air-gapped. For matters requiring maximum privilege protection.