AI that helps stewards, not replaces them
Research precedents in minutes instead of hours. Get suggested arguments based on case history. Draft briefs that used to take days. All under your control, all transparent, all optional.
What the workbench can do
Grievance Triage
AI scores incoming grievances by priority, complexity, and category. Suggests relevant CBA clauses and precedents to accelerate early-stage decisions.
Precedent Research
Find similar labour arbitration cases by describing your situation. Get outcome analysis with strengths, weaknesses, and critical factors surfaced.
CBA Clause Extraction
Upload a collective bargaining agreement PDF and the AI extracts, tags, and cross-references clauses automatically. No manual indexing required.
Draft Generation
Generate structured legal memorandums, argument summaries, and case briefs for arbitration prep. Always reviewed and edited by stewards before use. Requires the Intelligence & Insights module.
Built with safeguards, not hype
We don't believe AI should make decisions for workers. These tools assist — you decide.
Feature-Flagged
Every AI capability is off by default. Organization admins enable them individually when they're ready.
Transparency Engine
Every AI decision includes a reasoning chain — you can see exactly why a suggestion was made and override it.
Budget-Capped
AI usage is budget-capped per organization. No runaway costs, no surprises.
Curious about AI for your union?
The workbench is in pilot with unions across Canada. Book a walkthrough to see how it handles real grievance data.