Product-in-progress / interactive preview

MatterTrace

Starting with Ontario

An evidence-grounded legal workflow for structuring facts, finding candidate comparables, reviewing sources, and preparing lawyer-reviewed work product.

Ontario Pack 01 is the only active workflow. The broader Canadian vision remains a guarded roadmap until each jurisdiction clears its own review and activation decisions.

Ontario wrongful dismissal Synthetic/anonymized preview Not legal advice Not production-ready or client-ready
Try the synthetic walkthrough
Useful without a live system

Walk through a synthetic Ontario matter

Explore how one fictional matter moves from intake to a review-gated package. Nothing is uploaded, stored, searched, or sent to a server.

MatterMT-DEMO-01
ScenarioFictional termination
DataSynthetic only
RuntimeStatic preview
Stage 1 of 5 Structured

Intake facts

Turn a fictional narrative into consistent matter facts before research begins.

Role
Regional operations manager
Service
8 years, 4 months
Age
47
Notice
6 weeks stated
Next lawyer action

Confirm the fictional fact pattern and identify missing compensation details.

Candidate comparables are illustrative research leads, not verified authorities.

No legal conclusion or notice range is generated in this public preview.

Word QA remains open; package preparation is not client delivery or filing approval.

See the working interface

Curated screenshots show the connected Ontario workflow without exposing internal operational tools, private infrastructure, or real matter information.

Matter workflow

Structure intake facts and follow a consistent lawyer-review path.

MatterTrace, starting with Ontario Matter Workbench workflow preview
Candidate comparables

Find potentially useful cases for further authority and source review.

Research Search candidate comparable preview
Evidence and source review

Surface support gaps, source anchors, excerpts, and reviewer-release blockers.

Source Review evidence and source review preview
Review-gated DOCX preparation

Prepare a structured package while keeping Word, delivery, and reliance decisions separate.

Review-gated DOCX package workflow preview
Independent product engineering project

Designed from workflow to evidence

Product strategy, workflow design, full-stack engineering, and quality systems were developed together so trust and review boundaries stay part of the product.

Role
Product strategy, workflow design, full-stack engineering, and quality systems
Stack
FastAPI, PostgreSQL + pgvector, SQLAlchemy, JavaScript, and Docker
Quality system
18 synthetic browser scenarios, 18 non-Word DOCX scenarios, and 5 automated accessibility categories
Product architecture

One review path, explicit boundaries

The workflow connects matter context, comparable research, evidence controls, and document preparation without presenting automation as approval.

  1. 01Matter Workbench
  2. 02FastAPI service
  3. 03PostgreSQL + pgvector
  4. 04Evidence and review gates
  5. 05DOCX review package
Matter-first

The product follows a legal-workflow sequence instead of acting as a generic chatbot.

Fail closed

Missing sources, review decisions, or approvals remain visible blockers.

Public/private separation

This walkthrough stays static and disconnected from private application infrastructure.

Portfolio engineering evidence, not legal validation or customer adoption.

Built for review, not replacement

MatterTrace organizes work around a matter and its evidence. It does not replace professional judgment, verify legal authority, or turn a draft into client-ready work.

  • Lawyer review remains required.
  • Candidate cases are research leads.
  • Source and licence decisions remain separate.
  • Real client information is not approved for this preview.

Canada is the roadmap

BC, Alberta, federal, and other Canadian jurisdictions remain disabled. They require separate legal, source, licence, privacy, security, workflow, Word, sandbox, external-testing, and activation decisions.

Active nowOntario Pack 01 internal workflow using synthetic/anonymized material.
DeferredCanadian jurisdiction packs remain disabled; further engineering requires separate reauthorization and pack-specific review.
Future decisionSupervised external use only after jurisdiction-specific review and environment gates.