What does legal intake involve?
Five steps, in the same order for a firm and a legal department. Capture the request, through a call, a form, a chat or an email. Collect the facts and documents the matter needs. Check for conflicts against existing clients and matters. Assess the matter: is it in scope, is it urgent, who should handle it. Then decide to engage, refer or decline, and open the file. Most of the cost of intake sits in the first two steps; most of the risk sits in the last three.
What can AI do in legal intake?
| Intake step | What AI can do | What stays with a person |
|---|---|---|
| Capture | Answer calls and chats at any hour, as an AI receptionist | Nothing, if handoff rules are clear |
| Facts and documents | Ask structured questions, read uploads with document AI | Judging whether the facts are enough |
| Conflict check | Pull matching names and entities | Clearing or declining the conflict |
| Assessment | Classify and route the matter, draft a summary | Deciding scope and urgency |
| Engagement | Draft the engagement letter | Accepting the client |
AI earns its place in intake by making sure no request waits and every file arrives complete, not by deciding anything. For in-house teams the same pattern is called a legal front door: one entry point that answers routine questions from approved material and routes everything else.
What are the risks of automating legal intake?
Three, and each has a control. An intake bot can drift into advice, so it must be limited to questions and approved answers. It can collect confidential information before anyone has agreed to represent the person, so data handling and retention need to be set before launch. And it can miss a conflict, so the check stays a human decision with the AI only gathering candidates. Intake is the one place a firm talks to people who are not yet its clients. Put a human in the loop on every step that commits the firm.
How do law firms choose an AI intake tool?
Start with where requests leak today: missed after-hours calls, incomplete forms, slow follow-up. Then check that the tool writes into your practice management system rather than a separate inbox, and that every conversation is logged. Measure intake by time to first response and share of complete files, not by chat volume. Our review of legal AI vendors law firms pay for compares the wider market.