Legal intake automation for law firms
A controlled intake workflow captures a new enquiry, confirms receipt, structures the facts, extracts potential conflict parties and routes a draft brief. The firm still decides whether to act, completes its conflict check and reviews every substantive step.
What is legal intake automation?
Legal intake automation is the use of rules and software to capture, acknowledge, structure and route a potential client’s first contact with a law firm. It supports administrative intake. It does not give legal advice, accept a client, assess merits or replace the firm’s conflict process.
The useful unit is not a chatbot or a form. It is the whole path from an incoming call, email or web form to a named owner, a written record and a clear next action. A well-designed system gives the firm one intake standard across channels and outside office hours.
Lorne & Vale separates its focused intake offer from its wider platform. The intake offer handles the first response and administrative handoff. The broader platform describes later matter, document, reporting and knowledge workflows. A pilot begins with one practice area and the intake path, not the entire platform.
The five-stage law firm intake workflow
- Capture. Bring web forms, direct emails and missed-call information into one queue without asking staff to forward or retype the enquiry.
- Acknowledge. Send a short administrative confirmation in wording approved by the firm. Do not imply acceptance or provide advice.
- Structure. Extract contact details, practice area, key dates, named parties and the facts needed for routing. Mark uncertain fields for review.
- Route. Apply written practice-area, location and urgency rules to assign an owner and a review deadline.
- Review and record. Put a draft brief, the original enquiry and an audit record in front of a person at the firm. The firm completes conflicts and decides what happens next.
The Lorne & Vale workflow page shows this sequence with a sample enquiry. The workflow study shows the resulting brief, tracker row and partner report. Sample material is labelled as sample material.
What should happen after hours?
After hours, the safe first step is an administrative acknowledgement and internal routing. Legal assessment, engagement decisions and substantive communication should wait for an authorised person at the firm.
Clio’s 2024 secret-shopper study contacted 500 law firms. Its UK summary reports that 33% replied to an email enquiry and 40% answered the phone. The result shows a response gap, not a guaranteed commercial outcome from automation.
An after-hours workflow should record when the enquiry arrived, confirm that it was received, set expectations without promising representation, identify urgent language for human review and place the original message beside the structured brief. It should also state what it did not decide.
Conflict-party extraction is not a conflict check
Software may identify people and organisations mentioned in an enquiry and place those names into the firm’s review queue. That reduces retyping and makes a potential omission easier to spot. It does not establish that the firm is clear to act.
| Automated support | Firm responsibility |
|---|---|
| Extract names and organisations from the enquiry | Search the authoritative conflict system |
| Flag missing or ambiguous party information | Resolve identities, relationships and former-client issues |
| Route the list to a named reviewer | Decide whether the firm may act |
| Keep the original text beside the extracted list | Record the completed check under firm policy |
The SRA’s confidentiality guidance advises firms to consider limiting confidential information collected before a conflict check. Intake design should therefore ask for enough information to route and check, without soliciting full evidence files at first contact.
Where human review belongs
Human control is not a footer disclaimer. It needs named gates in the process. The Law Society advises firms using generative AI to define the intended outcome, review vendor data handling, document inputs and outputs, and review outputs for accuracy and bias.
- The firm approves the acknowledgement wording before launch.
- A person verifies practice area, urgency and extracted parties.
- No system message represents that the firm has accepted the matter.
- No merits decision or legal advice is generated as an intake action.
- Corrections remain attributable rather than silently overwriting the record.
- The firm owns the final route, response and engagement decision.
Security and procurement questions
A strong procurement review looks beyond model names and certificate badges. Ask which data crosses each boundary, which entity acts as controller or processor, what is retained, where keys live, how access is removed, and which controls have been independently tested.
| Question | Evidence to ask for |
|---|---|
| What reaches the AI provider? | A field-level data map and a sample transformed payload |
| Is customer data used for training? | Current provider terms and the executed data-processing terms |
| Who has access? | Role matrix, MFA policy and joiner/mover/leaver process |
| How long is data retained? | A category-by-category retention schedule, including backups |
| What has been independently tested? | Current certificates, penetration-test scope, findings and retest status |
| How are incidents handled? | Notification terms, incident plan and named contacts |
NIST standardised ML-KEM in FIPS 203. ANSSI recommends hybridisation where post-quantum protection is needed and stresses cryptographic agility. Those publications support the standards and design approach. They do not certify a vendor implementation. The Lorne & Vale Trust Centre separates current self-reported controls, infrastructure-provider assurance and work still awaiting independent review.
Intake software evaluation checklist
- One written definition of a qualifying enquiry and the exclusions.
- Coverage for each live intake channel, including failure handling.
- Visible distinction between extraction, recommendation and firm decision.
- Original enquiry preserved beside any generated brief.
- Named owner and service target for every route.
- Accessible keyboard and screen-reader paths for forms and review controls.
- Exportable records and a documented exit process.
- Published pricing assumptions and clear add-on boundaries.
- Security evidence attributed to the entity that actually holds it.
- A test plan based on representative sample enquiries before live use.
Use the illustrative intake preview to inspect the proposed output shape, then test a vendor with your own approved sample enquiries. The preview is not legal analysis and does not connect to a production matter system.
How to measure a 60-day pilot
Record the baseline before changing the workflow. Keep demand volume separate from process quality and commercial outcome.
| Measure | Definition | Reason |
|---|---|---|
| Capture rate | Eligible enquiries recorded ÷ eligible enquiries received | Tests whether channels and failure paths work |
| Time to acknowledgement | Arrival to approved administrative confirmation | Measures responsiveness without claiming conversion |
| Routing accuracy | Enquiries assigned correctly after human review | Shows whether written rules need adjustment |
| Brief correction rate | Briefs needing a material factual correction | Tracks output quality and review effort |
| Follow-up completion | Due follow-ups completed by the firm | Separates system routing from team action |
| Instruction rate | Matters opened ÷ eligible enquiries | A commercial outcome owned by the firm |
The first five measures assess the workflow. Instruction rate is contextual. It should not be guaranteed by an intake supplier because pricing, fit, availability and the firm’s follow-up all affect it.
Sources and method
This guide combines published primary guidance with the documented Lorne & Vale product boundary. It does not present legal advice or imply endorsement by any cited body. External pages were checked on 14 August 2026.
- Clio UK, 2024 Legal Trends Report summary. Secret-shopper study of 500 law firms.
- Solicitors Regulation Authority, confidentiality of client information.
- The Law Society, Generative AI: the essentials.
- Information Commissioner’s Office, AI and data protection risk toolkit.
- NIST FIPS 203, Module-Lattice-Based Key-Encapsulation Mechanism Standard.
- ANSSI, post-quantum cryptography FAQ.