Capability area 02 / 04
Legal workflow automation thatkeeps people in charge
I connect intake, email, documents, court orders and case operations into workflows with clear owners. AI prepares the work, a responsible person approves it, and your case-management system is updated with an audit trail.
Delivered in client workAll 10 capabilities on this page.
30-minute intro call on Calendly
01 / Who it’s for
Which legal workflows can be automated?
The best fits repeat every week, follow known steps and still need a lawyer or case manager to decide.
New inquiries, emails and calls are re-keyed into the case system by hand.
Court orders create deadlines and tasks that someone must read, calculate and enter.
Medical records, authorizations and client documents arrive late, and chasing them is manual.
Handoffs between intake, case managers and attorneys depend on memory and inbox searches.
02 / What’s included
The 10 capabilities in this area
Connect intake, email, document work, priorities and handoffs into processes with clear ownership and review. Extend existing systems where their interfaces and permissions support the required workflow.
Intake and communication
Qualify new inquiries, sort incoming email, keep clients informed and collect what a case is missing.
- 05
AI intake and controlled follow-up
The workflow checks each new call, form or email inquiry against your firm’s intake criteria and lists what is missing. It drafts the follow-up, and intake staff approve it before anything is sent.
How it works
- Trigger
A call, web form or email inquiry arrives and joins the intake queue.
- AI prepares
It compares the inquiry with your intake criteria, lists missing details and drafts a follow-up message.
- Person decides
Intake staff or an attorney review the draft, edit it and approve or decline the next step.
- System records
The approved message goes out, the case system is updated and the decision is logged.
- What it needs
- Access to your intake channels, your written intake criteria and a way to write to the case-management system.
- Limits
- It does not decide whether the firm accepts a case, and conflict review stays with your people.
- Trigger
- 06
Email intelligence and assigned actions
The workflow matches each incoming email to the right case, then prepares the action it calls for, such as a task, a reply or a note. A case manager reviews, prioritizes and assigns the work.
How it works
- Trigger
A new email reaches a monitored mailbox, read through Microsoft Graph.
- AI prepares
It proposes the matching case, summarizes the message and drafts a task, reply or deadline note.
- Person decides
A case manager confirms the case match, sets priority and assigns an owner.
- System records
The email is filed to the case, the task is created and each step is logged.
- What it needs
- Permission to read the agreed mailboxes through Microsoft Graph and access to case records for matching.
- Limits
- A low-confidence match goes to a person instead of being filed automatically, and no reply is sent without approval.
- Trigger
- 07
Client updates and follow-through
The workflow drafts case updates for clients and captures their replies. New information goes to the case record, and any legal question is routed to the attorney or case manager who should answer it.
How it works
- Trigger
A case milestone, a scheduled check-in or a client reply starts the update.
- AI prepares
It drafts a plain-language update from the case record and sorts any reply by type.
- Person decides
A case manager approves each update. Legal questions go to an attorney to answer.
- System records
The sent message, the client’s reply and the routing decision are added to the case file.
- What it needs
- Case status, approved client channels such as email, and your templates and tone guidelines.
- Limits
- Updates avoid legal advice and predictions, and every message waits for approval before it reaches a client.
- Trigger
- 08
Missing-document collection
The workflow tracks the documents a case still needs, such as medical records and signed authorizations, and drafts the requests. It checks what arrives, so staff see what is complete before a request is closed.
How it works
- Trigger
A case reaches a stage that needs records, or a checklist item passes its due date.
- AI prepares
It compares the checklist with what is on file and drafts requests to providers, clients or other parties.
- Person decides
Staff approve each request, handle exceptions and decide when a collection is complete.
- System records
Requests, replies and received files are logged against the case, and the checklist updates.
- What it needs
- A checklist for each request type, access to the case document store such as SharePoint, and approved channels for sending requests.
- Limits
- It does not judge whether a record is sufficient or whether a request can close. A person confirms completeness.
- Trigger
Documents and court work
Review documents, turn court orders into dated tasks and prepare discovery responses for attorney review.
- 09
Knowledge-guided document review
The workflow reads a document against your firm’s review guidance and the facts of the case. It flags issues and proposes follow-up work, and the reviewing attorney accepts, edits or rejects each one.
How it works
- Trigger
A document is added to a case, or a reviewer asks for a check.
- AI prepares
It applies the firm’s guidance for that document type, compares it with case facts and lists issues with the passage cited.
- Person decides
The reviewing attorney accepts, edits or rejects each flagged issue and each proposed follow-up task.
- System records
Accepted follow-up tasks are created, and the review notes and decisions are saved with the document.
- What it needs
- Review guidance for each document type, access to the documents and case context, and a place to store review notes.
- Limits
- It supports a lawyer’s review and does not replace it, and it gives no legal conclusions.
- Trigger
- 10
Court orders translated into work
The workflow reads a court order and prepares the deadlines, calendar entries, tasks and document work that follow. The responsible attorney or paralegal confirms the interpretation and every date before anything is calendared.
How it works
- Trigger
A new order is filed, received by email or uploaded to the case.
- AI prepares
It extracts the directives, parties and dates, proposes deadlines with the source text and drafts tasks and calendar entries.
- Person decides
The responsible attorney or paralegal checks the interpretation and each computed date against the order and the court rules.
- System records
Confirmed deadlines go to the calendar, tasks are assigned and the order, source text and approvals are logged.
- What it needs
- The order text, case and party records, your calendaring rules and access to the firm calendar.
- Limits
- A person always confirms the interpretation and the dates, and nothing is calendared on the AI’s reading alone.
- Trigger
- 11
Discovery response preparation
The workflow organizes incoming discovery requests, gathers the facts and documents that answer each one, and flags gaps. It assembles supported draft responses, and an attorney reviews and approves every answer.
How it works
- Trigger
Discovery requests are received and added to the case with their response deadline.
- AI prepares
It splits the set into single requests, finds supporting facts and documents, flags gaps and drafts each response with its sources.
- Person decides
An attorney reviews each draft, edits it, decides on objections and approves the final responses.
- System records
Approved responses are saved to the case, open gaps become tasks and every edit and approval is logged.
- What it needs
- The discovery requests, access to the case file and records, and your response formats and standard language.
- Limits
- Objections, privilege decisions and final answers stay with the attorney, and nothing is served without approval.
- Trigger
Case operations
Plan priorities, run firm-defined sequences and hand cases to the next owner with the right material.
- 12
Case priorities and next-action planning
The workflow prepares a short brief for each case that lists deadlines, outstanding work, dependencies and who owns what. Case managers and attorneys review it to see which matters need attention first.
How it works
- Trigger
A scheduled morning run, or a change such as a new deadline or a late task.
- AI prepares
It reads the case record and drafts a brief with ranked priorities and a suggested next action for each case.
- Person decides
The case manager or attorney reorders priorities, accepts or edits suggested actions and assigns owners.
- System records
Accepted actions become tasks, and the brief and the changes made to it are saved.
- What it needs
- Read access to case records, tasks and calendars, plus your rules for what makes a case urgent.
- Limits
- The ranking is a suggestion for your team. The firm sets priorities, and the workflow never changes a deadline.
- Trigger
- 13
Firm-defined workflow sequences
A firm-defined sequence runs a process your firm has agreed, linking triggers, waits, analysis, tasks, client messages, signatures and approvals. Each step has an owner, and the process pauses where a person must approve.
How it works
- Trigger
An event starts the sequence, such as a signed retainer, a new filing or a missed deadline.
- AI prepares
It handles the analysis and drafting at each stage and waits for the next event or reply.
- Person decides
Approval gates stop the sequence until the named person approves, edits or stops it.
- System records
Each step, wait and approval is logged, and the case system and e-signature records are updated.
- What it needs
- A written description of the process with its owners and approval points, and API access to the connected systems.
- Limits
- A sequence automates only the steps your firm has agreed, and a person can pause or stop it at any approval point.
- Trigger
- 14
Case readiness and team handoffs
The workflow checks whether a case has what its stage requires, then prepares a handoff with an owner, the key documents and the work still open, so the receiving team starts with the context it needs.
How it works
- Trigger
A case is ready to move to a new stage, or is passed to a new person or team.
- AI prepares
It checks the stage requirements, lists gaps and drafts a handoff note with key documents, status and open tasks.
- Person decides
The current owner confirms the checklist and note, and the receiving person accepts the handoff.
- System records
The stage change, handoff note and open tasks are saved to the case, and the new owner is assigned.
- What it needs
- Stage definitions and checklists from your firm, read access to case records and a way to assign owners.
- Limits
- The workflow does not move a case forward on its own. A named person confirms readiness and each handoff.
- Trigger
03 / How it fits together
How does case management integration work?
The workflows connect to your case-management system, email through Microsoft Graph, documents in SharePoint, e-signature, calendars and phone systems, where their interfaces and permissions allow.
Trigger sources
Calls, emails, forms, documents and court orders arrive from your phone system, mailboxes, SharePoint or uploads.
Case record and context
The workflow matches each item to a case and gathers the records, correspondence and deadlines its permissions allow.
AI prepares
The AI drafts tasks, messages and proposed dates and shows the source for each. It recommends and does not act.
Person approves
The responsible attorney, paralegal or case manager reviews, edits and approves. Consequential steps wait here.
Systems updated
Approved actions update case management, calendars, e-signature and client messages through controlled tools, with an action-level audit trail.
04 / Controls and limits
How do people stay in control of the AI?
The AI reads and prepares inside the permissions you set. A responsible person approves each consequential action, and the system records it.
Permission-aware access
The AI sees only the records a workflow’s permissions allow, such as one mailbox or one case.
Approval before action
Messages, calendar entries, signature requests and case updates wait for a responsible person to approve.
Controlled tools
Approved actions run through defined tools, and the AI cannot change anything outside them.
Action-level audit trail
Each draft, edit, approval and executed action is logged with who did it and when.
- Give legal advice. Lawyers decide, and the systems prepare and record.
- Calendar a deadline, send a message or file a document without a person’s approval.
- Decide whether your firm takes a case. Intake and conflict review stay with your people.
- Connect to a system beyond what its interface and your permissions allow.
- Certify that a workflow meets ABA, NIST or any other standard.
- ABA Formal Opinion 512 (July 2024)(opens in new tab)
It addresses competence, confidentiality, communication and supervision when lawyers use generative AI, so these workflows keep the review step explicit.
- NIST AI Risk Management Framework(opens in new tab)
This voluntary framework groups AI risk work into govern, map, measure and manage, which is a useful lens when you plan a workflow.
05 / Proof
What has been built for law firms?
These are separate engagements for different clients, and most of this work is under NDA.
Delivered with law firms, in-house legal tech teams and legal-tech founders over the past three years, mostly under NDA.
- Under NDA · US law firm
Agentic case-management system
I built an agentic case-management system for a multi-office US law firm. It connects e-signature, calendar, phone, email through Microsoft Graph and documents in SharePoint to case records and workflow actions.
- Public case study · US personal-injury firm
Human-governed AI intake
Voice, email and document intake for a US personal-injury firm, with attorney or case-manager review before any consequential action. Every approved action is recorded in an audit trail.
Read the case study - Other legal clients
Similar workflows
I have built similar workflows for other legal clients and legal-tech teams. Most of that work is under NDA, so I describe it by capability, without client details.
07 / Next step
Tell me which legal workflow to automate first
Describe who does the work today, which systems are involved and where a person must approve. I’ll help you find a practical first scope in a 30-minute intro call.
30-minute intro call · or email hkhantanoli@gmail.com(opens in new tab)
What to share
- The workflow and who handles it today
- The case, email and document systems involved
- Where a lawyer or case manager must approve
Please leave out passwords, access keys and client data.
Questions
How much does legal workflow automation cost?
It depends on the workflow, the systems involved and how many approval points it needs. I scope each project per workflow, so there is no fixed package. A 30-minute intro call is enough to agree a practical first scope.
How is client data protected in these workflows?
Each workflow gets only the access it needs. The AI reads the records its permissions allow, role and tenant boundaries apply, and consequential actions wait for approval and are logged. Which model provider is used and how data is processed are agreed per project, with your confidentiality duties in mind. Whether a workflow fits those duties is a decision for the firm.
Can this work with our case-management system?
Often, yes. I first check which APIs the system offers, which permissions apply and how clean the data is. Then we agree what can be read, connected or updated. The same applies to email through Microsoft Graph, SharePoint documents, e-signature, calendars and phone systems. If a system has no usable interface, I say so early.
How does a legal workflow automation project start?
It starts with one workflow. In a 30-minute intro call we cover who does the work today, which systems are involved and where a person must approve. I then scope that workflow with clear deliverables and acceptance criteria, build it and extend from there.
How is this different from off-the-shelf legal automation tools?
Packaged tools suit standard steps. These workflows are built around your firm’s own process, systems and approval points, and they can reach several systems at once. If a packaged tool already does the job, I will tell you.
Last updated · Written by Hamza Khan