Roadmap

Win civil justice first

Prove that Juge.ca can help self-represented litigants navigate complex matters in housing, small claims, administrative tribunals, employment, and consumer protection.

• Matter Builder: documents, emails, texts, letters, and evidence become a chronology, evidence inventory, issue map, and procedural roadmap.
• Deadline Engine: hearings, limitation periods, filing deadlines, and service deadlines.
• Risk Engine v1: eviction, homelessness, business closure, bankruptcy, and income loss, with a risk score and recommended actions.

Target: 10,000 active matters.

Human distress detection

Move beyond legal documents to understand the overload, confusion, urgency, and distress experienced by the litigant.

• Litigant Pulse Score: sentiment signals, login frequency, missed deadlines, and abandoned workflows.
• Green, yellow, orange, and red outputs to prioritize attention.
• Crisis escalation: safety, housing, support, and immediate-danger questions, followed by routing to legal aid, crisis resources, or emergency contacts.

Target: documented prevention of severe case failures.

Evidence intelligence

Become the best evidence organization platform: reliable, verifiable, and built for real litigation.

• Evidence Vault: encrypted storage, chain of custody, document hashing, and audit trails.
• AI Evidence Review: contradictions, missing documents, timeline gaps, and witness conflicts.
• Chronology Engine: automatically generated timelines, event maps, and relationship maps.

Target: 100,000+ evidence files processed.

Careful criminal justice pilot

Enter criminal law safely, avoiding the highest-risk categories first and beginning with deeply underserved needs.

• Criminal case workspace for disclosure, witnesses, exhibits, and court appearances.
• Bail preparation assistant: sureties, employment proof, housing proof, and community support.
• Sentencing package builder: rehabilitation evidence, character references, and mitigation materials.

Target: 1,000 criminal matters assisted.

Legal evidence environment

Handle difficult evidence responsibly in separated, supervised environments.

• Segregated Evidence Network: encrypted environments, isolated processing, and role-based access.
• Multi-agent review: chronology, contradictions, disclosure completeness, and procedural analysis.
• Human oversight layer: AI never becomes the final decision-maker.

Target: recognition by criminal defence organizations.

Justice preservation network

Predict failure before it happens and intervene before procedural or personal catastrophe.

• Justice Risk Index: housing risk, liberty risk, family risk, economic risk, and mental-health indicators.
• Early intervention: imminent eviction, missed court appearances, procedural default, and self-representation failure.
• Routing to appropriate resources with explainable evidence of what the system detected and why.