Law Firms and Legal Operators
Capture more consults. Cut admin hours. Move matters faster.
Your attorneys and staff should not be losing billable hours to missed calls, duplicate intake, manual document searches, matter status updates, or weekly report building.
MVP.dev builds AI automation systems for law firms that plug into the tools you already use, including Clio, MyCase, PracticePanther, Smokeball, Filevine, Litify, Lawmatics, Lead Docket, NetDocuments, iManage, DocuSign, LawPay, CallRail, Smith.ai, Ruby, QuickBooks Online, and Bill4Time.
We help firms recover admin hours, respond faster to new matters, reduce manual document review, and give attorneys more time for billable work.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Legal Automation DemosBuilt for firms with demand, but not enough clean capacity
This is for law firms, legal operators, plaintiff firms, estate planning practices, immigration firms, family law firms, business law firms, litigation teams, and multi-office practices that already have the work but are stuck behind manual intake, document, and reporting bottlenecks.
You are likely a strong fit if:
- Your firm misses consult requests because phones, forms, and referrals are not routed fast enough
- Staff re-enter the same client and matter details across multiple systems
- Attorneys or paralegals spend too much time searching prior pleadings, emails, notes, and templates
- Matter updates still require manual digging across Clio, Filevine, MyCase, or spreadsheets
- Your firm uses practice management, document management, intake, billing, and phone tools that do not cleanly talk to each other
- You want better workflow inside your current stack, not a disruptive software migration
If your firm is growing but your intake, document, and matter workflows still depend on manual follow-up, manual searching, and manual status updates, there is almost certainly billable time and signed revenue trapped inside the operation.
The fastest wins we usually find
Missed calls and slow consult booking
A qualified prospect who waits until tomorrow often becomes another firm's client.
We build inbound call and booking workflows that answer quickly, collect the right facts, check basic fit, book consultations, send confirmations, and alert staff when a high-value matter needs attention.
The goal is simple:
- Calls answered in under 1 second when staff are unavailable
- Consults booked to the right attorney or intake calendar
- Texts and emails sent automatically after booking
- Urgent or high-value matters escalated to a human
For many small and mid-sized firms, capturing even 2 to 5 more qualified consults per month can cover the cost of the system. Firms with high call volume often recover 8 to 15 staff hours per week from intake scheduling alone.
See the Voice Booker Demo →Intake routing across forms, calls, and referrals
New matters leak when intake lives in email, voicemail, web forms, and someone's memory.
We build intake routing that captures lead details, enriches missing information, scores fit, checks practice area rules, creates or updates the record in your CRM or practice management system, and alerts the right person.
Your team gets a clean intake path:
- Web forms, calls, and referrals captured in one flow
- Practice area and location routing
- Conflict-check handoff where appropriate
- Fast alerts for must-win matters
This can reduce intake response time from hours to minutes and cut duplicate entry by 20 to 30 percent, especially for firms using Lawmatics, Lead Docket, Clio Grow, Filevine, or Litify.
See the Intake Router Demo →Document and matter knowledge retrieval
Paralegals and associates should not spend 30 minutes hunting for the right clause, prior pleading, expert note, demand letter, or client fact when the source is already in the file.
We build cited-answer systems that search approved firm documents, matter files, templates, deposition notes, research memos, and internal SOPs. Staff can ask plain-English questions and get an answer with source links they can verify.
Every answer is built for review:
- Citations back to the source document
- Jump-to-paragraph references where possible
- Role-based access by matter, team, or practice area
- No unsupported legal conclusions presented as fact
Firms often find 5 to 10 hours per week of staff time trapped in document search, template hunting, and internal Q&A. The system does not replace attorney judgment. It reduces the time spent finding the material.
See the Cited Knowledge Demo →Firm dashboards without spreadsheet rebuilding
Owners cannot manage margin, intake, WIP, collections, and matter velocity from stale exports.
We build executive dashboards that pull from systems like Clio, Filevine, Lawmatics, Lead Docket, QuickBooks Online, LawPay, CallRail, and GA4, then produce a weekly plain-English summary for the leadership team.
Each update can show:
- New consults, signed matters, and conversion rate
- Aging WIP and unpaid invoices
- Matter stage bottlenecks
- Marketing source performance
- Three actions leadership should review this week
The goal is not prettier reporting. The goal is reducing 4 to 8 hours of manual report prep each month and giving owners a clearer view of revenue, capacity, and collections.
See the Executive Dashboard Demo →Your current tools stay in place
We build the workflow layer around your existing legal operations environment.
Supported and common systems include:
Your matters stay where they are. Your documents stay in your document system. Your billing stays in your billing platform. Your staff keeps using the systems they already know.
We add the workflow layer that captures, routes, reviews, summarizes, retrieves, and writes back when appropriate.
Three focused offers
Intake and Consult Capture System
For firms losing qualified matters to missed calls, slow follow-up, or messy intake handoffs.
Includes
- Call, form, and referral intake mapping
- Practice area routing rules
- Lead scoring
- Consult booking workflow
- Confirmation texts and emails
- High-value matter alerts
- CRM or practice management handoff
Best for
- Plaintiff firms
- Family law firms
- Immigration firms
- Estate planning firms
- High-volume consumer practices
Matter Knowledge and Document Retrieval System
For firms spending too much time searching documents, templates, prior work, and matter notes.
Includes
- Document source review
- Matter and folder access rules
- Template and precedent indexing
- Cited-answer retrieval
- Human review controls
- Source trails
- Workflow handoff documentation
Best for
- Litigation teams
- Transactional practices
- Estate planning firms
- Multi-attorney firms
- Firms with large document libraries
Firm Performance and Matter Velocity Dashboard
For owners who need a clearer view of intake, signed matters, billing, collections, and staff capacity.
Includes
- Data source review
- KPI dashboard
- Matter stage reporting
- Intake conversion reporting
- Aging invoice and WIP visibility
- Weekly leadership summary
- Recommended action list
Best for
- Growing law firms
- Multi-office practices
- Firms with intake teams
- Firms trying to improve collections
- Owners managing by spreadsheets
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full AI transformation project to get value.
The safest path is to pick one painful workflow, automate it, measure the results, and then expand once the system proves itself.
Most firms start with one of these:
- Missed call and consult booking
- Intake routing and lead scoring
- Document and matter knowledge retrieval
- Matter status summaries
- Billing and collections reporting
- Firm performance dashboards
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most legal automation builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Firm Automation Buildout
Best for multiple workflows or multi-office operations
$15,000 to $40,000
Ongoing Optimization and Support
Best for firms that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, system access, data complexity, approval rules, confidentiality requirements, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual legal workflows do not just waste time. They cap revenue and slow the firm down.
Every month you delay:
- Qualified prospects wait too long for a response
- Staff re-enter the same intake details across systems
- Attorneys lose billable time to document hunting and status checks
- Matter bottlenecks stay hidden until clients complain
- Reports depend on exports, spreadsheets, and manual cleanup
- Growth requires more staff instead of better leverage
If your firm is already at capacity, automation is not a luxury project. It is how you create capacity without simply adding headcount.
How the engagement works
Week 1: Find the highest-value leak
We review your intake process, matter workflow, document search process, billing handoff, reporting flow, or knowledge retrieval process.
You get:
- Workflow map
- Automation opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, forms, calendars, routing rules, matter stages, or reporting data needed for the selected workflow.
We build around your actual process, not a generic law firm template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. For intake workflows, this can include prior leads and consult outcomes. For document retrieval, it can include approved matter files, templates, and internal procedures.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time savings
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on lead volume, hourly cost, matter value, workflow scope, and how much attorney or staff time is recovered.
Built for confidential legal workflows
Legal automation has to protect client confidentiality, privilege, and attorney review.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Role-based access by matter, client, and practice group
- Audit logs for AI-assisted decisions
- Source-grounded answers with citations
- Human review thresholds for legal and client-facing outputs
- Client-owned cloud deployment when required
- No legal advice sent without attorney-approved review
- Controls aligned with attorney-client privilege and ABA Model Rule 1.6 confidentiality obligations
For firms with strict confidentiality, privilege, SOC, cyber insurance, or client outside counsel guideline requirements, we design the implementation around your security requirements from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Consult booking | Missed calls, voicemail follow-up, manual scheduling | Fast call handling, qualified consults booked, confirmations sent |
| Intake routing | Leads spread across forms, email, phone, and referrals | One routed intake flow with alerts for high-value matters |
| Document search | Staff hunting through folders, prior matters, and templates | Cited answers from approved documents and matter files |
| Matter reporting | Manual status checks across practice management and spreadsheets | Matter stage dashboard with bottlenecks and weekly summary |
| Billing and collections | Aging invoices and WIP reviewed after the problem grows | Live visibility into WIP, unpaid invoices, and collection follow-up |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and automation layers for companies that need real operational outcomes, not AI experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your team with AI.
The goal is to recover billable time, reduce operational drag, and help the firm produce more value with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/legal cover the org-design, process, and people side of running a modern law firm. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours back.
Frequently Asked Questions
How much time or money can this save a law firm?
It depends on call volume, matter value, staff cost, and workflow scope. Intake and consult booking often recover 8 to 15 staff hours per week for busy firms. Document retrieval and matter status workflows often save 5 to 10 hours per week across paralegals, associates, and firm administrators. If the system helps capture 2 to 5 additional qualified consults per month, the revenue impact can be much larger than the labor savings. During Week 1, we define the target KPIs before the build starts.
Will this replace Clio, MyCase, Filevine, Lawmatics, or our document system?
No. The goal is to improve the workflow around your current stack, not force a migration. Your matters stay in your practice management system. Your documents stay in NetDocuments, iManage, Worldox, SharePoint, or your existing repository. The automation layer reads, routes, summarizes, and writes back only where appropriate and approved.
Can this work with our intake rules and practice areas?
Yes. We build around your actual intake logic, including practice area, geography, matter value, disqualifiers, availability, referral source, urgency, and attorney assignment rules. If a workflow needs human review before a matter is accepted or rejected, we include that review step.
Is AI giving legal advice to clients?
No. The system can classify, summarize, retrieve, route, draft, and prepare information for review. It should not send legal advice or make legal judgments without attorney-approved review. For sensitive workflows, AI-assisted outputs are treated as recommendations until reviewed by the right person.
Can this search our prior documents and matter files?
Yes, if the firm approves the sources and access rules. We can index approved templates, pleadings, contracts, research memos, matter notes, SOPs, and selected knowledge libraries. Answers include citations so staff can verify the source before using the information.
How do you handle confidentiality and privilege?
We design around least-privilege access, encryption, audit logs, role-based permissions, source trails, and matter-level boundaries. For firms with strict requirements, we can design for client-owned cloud deployment and limit what data is sent to external services. We also structure workflows so attorney review remains in place where legal judgment or client-facing advice is involved.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time or revenue impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the billable time and signed matters back
If your firm is still relying on manual intake, voicemail follow-up, document hunting, matter status digging, or spreadsheet-based reporting, there is likely a faster way to run the operation.
MVP.dev can help you identify the highest-value workflow, build the automation layer, and deploy it inside your current legal stack.
Get a Workflow Fit Assessment See the Legal Automation Demos