Privilege-respecting architecture
On-tenant deployment, no third-party retention, explicit conflict-check integration, and matter-scoped data access. Solicitor-client privilege is non-negotiable.
Canadian law firms, accounting practices, and consulting firms have a confidentiality posture and a billable-hour economics that most generic AI vendors miss. CFRI builds AI workflows that respect privilege, work inside existing DMS / practice-management infrastructure, and measurably move the leverage ratio.
On-tenant deployment, no third-party retention, explicit conflict-check integration, and matter-scoped data access. Solicitor-client privilege is non-negotiable.
We integrate with iManage, NetDocuments, and Worldox rather than asking partners to change how they work. The AI assists from inside the DMS, not in a parallel tool.
Engagements are sized against the hours-recovered metric the firm actually reports against. We instrument the hours saved and the realisation impact, not just user satisfaction.
No. We deploy on infrastructure that explicitly does not retain or train on firm data, and we contract for that.
Yes — that is the most valuable use case. We index the firm's own precedent library and require citations on every drafted clause.
Conflict-check integration is part of the matter-scoping layer. Access fails closed if conflicts are present.
Engagements are designed to align with current LSO and equivalent provincial guidance on technology competence and AI use in legal services.
Yes — particularly tax research, file preparation copilots, and audit working-paper assistants.
Email info@cfri.io with the practice group and the target workflow.
Thirty minutes with operators who have already shipped what you're trying to figure out. CAD-billed. SR&ED-aware.