The vision: enforcement, automated — under human supervision

The invariant: AI proposes, a human decides

Everything rests on a distinction we will never cross. Administrative determinations — whether a file is complete, whether the format complies, whether it is routed to the right place — may be automated. Juridical determinations — validity, jurisdiction, the sufficiency of service — always belong to a named human officer, identifiable and accountable.

This invariant is not a Phase 1 constraint to be relaxed later: it holds across all three phases, without exception.

Phase 1 — today: AI suggests, humans confirm

The marketplace already puts four AI assistants to work, all bound by the same invariant: AI proposes, a human decides. In a legal-enforcement context, that guardrail is non-negotiable.

• Document intake — AI flags defects (invalid address, incomplete package, wrong jurisdiction) before a bailiff has to reject.
• Smart matching — suggests the best bailiff by territory and order type; assignment stays human.
• Admin copilot — drafts ticket replies; the admin reviews, edits and sends.
• Listing optimizer — sharper titles and descriptions; the client confirms before publishing.

Phase 2 — assisted enforcement

Suggestions become flows — inside the invariant. Completeness and format checks are automated; every juridical determination is routed to a human — no sampling, no exceptions. Matching becomes rules-based ranking of candidates (territory, workload, deadlines); assignment remains a human decision.

Structured proofs of service (timestamps, geolocation) are filed to the matter under named safeguards: purpose limited to proving service, a capped retention period, and a framework submitted to the Commission d'accès à l'information (CAI) for review.

Phase 3 — orchestration, not generation

Phase 3 is not the generation of instruments. Bailiffs are officers of the court with personal professional liability: no system generates or serves an instrument in their place. The system orchestrates the lifecycle of an order signed by a bailiff — dispatch, tracking, status, closure — with realtime visibility for the citizen, the officer and the court. The signature never leaves the officer.

Every step is recorded in an append-only, cryptographically verifiable audit log, with retention aligned with Law 25 and court record-keeping requirements.

Why this sequence

Judgment enforcement is the most manual link in Québec's justice chain. Starting with organization (phase 1) builds the structured data that makes phases 2 and 3 possible — and auditable. Each phase is validated with the Chambre des huissiers de justice du Québec (professional acts), Québec's Ministry of Justice (integration with court processes) and the CAI (privacy) before advancing.

What could stop us

A phased vision with no failure modes is a pitch, not a plan. Three chokepoints could delay or resize this timeline:

• The CAI's position on geolocation in proofs of service — it touches the bailiff's personal location data and inferred debtor residence patterns. If the CAI restricts that use, phase 2 ships without geolocation.
• The Chambre des huissiers de justice du Québec on the delegation of administrative acts — the line between what a system may prepare and what an officer must perform personally belongs to the Chambre, not to us.
• Québec's Ministry of Justice on court-record integration — realtime visibility for the court (phase 3) requires integration with court registries that is not in our hands.