Legal intake automation
Turns web forms, emails and chatbot conversations into contacts, leads and draft matters in your practice management system.
AI Automation · Legal
Legal Workflow Automation for Law Firms
Automate intake, conflict checks, document drafting, contract review and time capture. Your lawyers approve the output instead of producing it from scratch.
Overview
Legal workflow automation that keeps lawyers in the loop
Look at a normal week in a law firm and most of the hours go to moving information around. An enquiry arrives by email, gets retyped into the practice management system and checked for conflicts. An engagement letter is copied from the last one and edited. A 60-page supplier agreement is read for the same ten clauses as always. Hearing dates are copied into calendars, documents are renamed and filed, and time entries are rebuilt from memory on Friday. Legal workflow automation takes these steps off your team and runs them the same way every time.
Older automation could only fill templates from clean form data. AI changes what is possible. Language models read emails, scanned letters, contracts and court notices, pull out names, dates, amounts and clauses, and put them into the right fields. AI document automation for law firms then assembles first drafts from your own templates and clause library. Contract review automation compares each agreement against your playbook and highlights what deviates. Every output is a draft or a suggestion, and a lawyer approves it.
We build around the systems you already use, such as Clio, Filevine, Smokeball, iManage, NetDocuments, Microsoft 365 and DocuSign, so nobody has to learn a new platform. Every automated step is logged, and access follows your matter permissions and ethical walls. We have built document workflows before: EzQanoon pairs a legal chatbot that summarizes PDFs with a case-management system, and for AA JoyLand we automated lead qualification and PDF delivery on WhatsApp. The same building blocks power law firm process automation.
Use cases
AI Automation use cases in Legal
Conflict-check preparation
Extracts every party, related company and opposing counsel from a new enquiry and runs them against your records before acceptance.
Engagement letters and first drafts
Generates engagement letters, NDAs, demand letters and standard pleadings from your templates and the matter facts.
Contract review automation
Extracts key clauses, compares them with your playbook and produces a review table with suggested redlines for the lawyer.
Court notice and deadline handling
Reads incoming notices and orders, proposes calendar entries and tasks, and flags anything due soon for the responsible lawyer.
Time capture and billing preparation
Suggests time entries from emails, calls and documents, and drafts pre-bills for partner review.
How it works
How it works
- 01A trigger arrivesA new enquiry, uploaded contract, court notice, signed engagement letter or end-of-day timesheet starts the workflow.
- 02AI reads the documentLanguage models extract parties, dates, amounts, clauses and deadlines from emails, PDFs and scans.
- 03Rules check the outputResults are checked against your playbook, templates, conflict records and matter data.
- 04Drafts and records are createdThe automation produces drafts, review tables, tasks or time entries in your systems.
- 05A lawyer approvesEverything client-facing or uncertain lands in a review queue with the source document alongside it.
Capabilities
Key features
Reads real legal documents
Contracts, letters, court orders and scanned bundles, not just clean form data.
Your templates and clause library
Drafts follow your firm's precedents, house style and fallback positions.
Approval queues
Lawyers review, edit and approve drafts before anything leaves the firm.
Matter-level permissions
Automations respect ethical walls and only touch the matters they are allowed to.
Full audit trail
Every step records its input, output and approver, which supports supervision and file reviews.
E-signature and filing
Approved documents go out for signature through DocuSign and file themselves to the right matter.
Integrations
Works with your Legal stack
- Clio
- Filevine
- Smokeball
- PracticePanther
- Lawmatics
- iManage
- NetDocuments
- Microsoft 365
- DocuSign
Using something else? If it has an API, a database or a webhook, we can connect to it.
Outcomes
Benefits for Legal teams
Hours back for fee earners
Lawyers and paralegals review and decide instead of retyping and reformatting.
Faster turnaround for clients
First drafts and contract reviews come back in hours rather than days.
Fewer missed deadlines and entries
Dates and time entries are captured as documents arrive, not reconstructed later.
More matters per team
The firm grows its caseload without hiring at the same rate.
Our work
Related Work
Custom Chatbot2024
EZQanoon: AI-Powered Legal Assistant
EzQanoon is an AI-powered legal assistant developed to revolutionize the way legal professionals manage their cases and research. The project aimed to provide a seamless experience by integrating a Generative AI chatbot with voice capabilities and an intuitive case management system (CMS). The chatbot was trained on Pakistan law data to offer accurate legal references, summarize PDFs, and respond to queries in English and Urdu.
View case study →
Custom Chatbot2024
AA JoyLand: Customer Support with AI Chatbot
AA JoyLand Entertainment required an AI-powered solution to handle customer inquiries and leads more efficiently. The project focused on developing a WhatsApp chatbot powered by Retrieval-Augmented Generation (RAG) with GPT, capable of managing leads, qualifying them, and saving lead data. The chatbot provided instant responses, sent PDFs upon request, and significantly enhanced customer interaction.
View case study →
AI Chatbot2025
CanVisas AI: Canadian Immigration Eligibility Assistant
CanVisas AI is an intelligent chatbot that helps users check their eligibility for Canadian permanent residence through simple conversations. The chatbot asks pre-screening questions about immigration requirements and provides instant eligibility assessments. It qualifies leads by gathering important information before connecting them with the CanVisas team.
View case study →
FAQ
AI Automation for Legal: FAQs
What legal work can be automated with AI?
Intake, conflict-check preparation, engagement letters, first drafts, contract review, court notice handling, document filing, matter updates and time capture are the most common. Anything repetitive that follows your firm's rules is a candidate.
Is AI contract review accurate enough to rely on?
As a first pass, yes. It extracts clauses consistently and flags deviations from your playbook, but a lawyer reviews the output and makes the call. We tune it on your contract types and measure accuracy before go-live.
Do we need to replace Clio or iManage?
No. We automate around your existing practice management and document management systems through their APIs, so your team keeps working where it already works.
Will automated documents go to clients without review?
Only if you decide they should. By default, anything client-facing or filed with a court sits in an approval queue until a lawyer signs it off.
How is client confidentiality protected in automated workflows?
Data is encrypted, automations follow matter permissions and ethical walls, every action is logged, and we use AI providers that do not train on your data. We design for GDPR and the UAE and Saudi PDPL where they apply.
Where should a law firm start with automation?
Usually with intake or one high-volume document type, such as NDAs or engagement letters. Savings show up quickly, and the same pipeline then extends to other workflows.
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Your lawyers should approve drafts, not type them.
Pick the workflow that eats the most fee-earner hours. We'll show you how it runs automatically with a lawyer signing off.