Most DMV law firms run on one of three practice-management systems — Clio, MyCase, or PracticePanther — and the AI integration story is meaningfully different between them. This post is the practical guide to what each one supports, what each one doesn't, and how to design workarounds when an API boundary gets in the way.
Clio
Clio has the most mature public API of the three, with reasonable coverage of matters, contacts, calendar, documents, and custom fields. For our DMV legal engagements on Clio, we typically integrate:
- Intake flows writing directly to Clio matters and contacts.
- Calendar sync for consultation scheduling.
- Document workflows pushing files into Clio's document layer.
- Custom-field mapping for firm-specific intake schemas.
MyCase
MyCase's API is less extensive than Clio's but covers the core matter, contact, and calendar entities. For most intake and scheduling workflows, direct integration is feasible. For document-heavy workflows, we often wrap MyCase with a secure intake portal that writes structured data back through the available endpoints.
PracticePanther
PracticePanther offers API access for matters, contacts, and calendar, and reasonable document support. Integration patterns are similar to MyCase — direct for core entities, structured workflows around document-heavy use cases.
What to do when the API doesn't cover your case
- Secure intake portals. When an integration needs fields the API doesn't expose, we build intake portals that capture structured data and sync what's supported through the API.
- Email or webhook bridges. When APIs can't write directly, we can route through email or webhook patterns the PM supports.
- Scheduled sync jobs. For data that needs to move in one direction at regular intervals, scheduled jobs are a clean fallback.
Common integration challenges
- Conflict-check workflows that the PM doesn't expose directly.
- Document-type classification that the PM's document layer can't drive.
- Custom field mapping across firms with different schemas.
- Rate limits on higher-volume intake flows.
Privilege and confidentiality posture
All integrations run inside private or access-controlled environments with no training on firm data. Role-based access controls sit at the integration layer as well as at the PM layer. See Attorney-client privilege and AI.
Typical deployment timeline
For a standard intake or scheduling integration, 2-4 weeks. For more complex multi-entity workflows, 4-6 weeks. Our workflow automation engagements are fixed-scope, fixed-price against the specific integration work you need. Scope an engagement.