
AI-OCR for gas station operations
- 20K+
- transactions processed in a single day in testing
- 40+
- stations connected during the beta phase
Legal Workflow Automation Software for Law Firms
Law firms lose 20 to 30 percent of billable time to work that isn't legal work. Client intake that takes five emails to complete. Document drafts assembled by hand from the same template used for the last hundred matters. Statute of limitations dates tracked in a shared spreadsheet nobody fully trusts. Billing entries written from memory at the end of the week.
At RaftLabs, we build automation systems for law firms and in-house legal teams that eliminate the admin drag without changing how attorneys practice law. Not a generic practice management tool, software built around your matter types, your intake process, your document library, and your billing structure. We have been shipping production software for professional services since 2015. We know what legal automation looks like when it actually gets used.
Automated document drafting from your own templates and matter data
Client intake flows that collect everything on the first contact
Deadline tracking with court filing reminders that don't depend on anyone's memory
Fixed scope and fixed price before development starts
Recent outcomes
Voice AI · Research
6× deeper insights
Text-based interviews converted to automated phone calls
AI Automation · Ops
20k+ txns day one
Manual invoice OCR across 40+ gas stations
Loyalty · Retail
1,062 users in 4 weeks
SuperValu & Centra loyalty platform with receipt validation
SaaS · Logistics
2,000+ shipments yr 1
Multi-carrier shipping hub for Indonesian eCommerce
The problem
Are your attorneys spending time on admin that should never land on a lawyer's desk?
How confident are you that every statute of limitations and filing deadline is tracked in a system that won't miss one?
Short answer
Roughly 23% of a lawyer's work can be automated with current technology (McKinsey Global Institute). RaftLabs builds legal workflow automation software for law firms across the US, UK, Europe, Canada, and the UAE: document drafting, client intake, deadline tracking, and billing. Scope and price are fixed in writing before development starts.
Key takeaways
Trusted by


Proof
Legal work that requires attorney judgment cannot be automated, and shouldn't be. But the work that surrounds it follows patterns: collecting client information, assembling documents from templates, tracking deadlines, routing approvals, generating invoices. Patterns are exactly what automation is built for. Firms that act on this reclaim attorney hours that would otherwise vanish into admin. The ones still running intake by email and deadlines by spreadsheet sit one missed filing away from a malpractice claim.
The McKinsey Global Institute estimates that roughly 23% of a lawyer's work can be automated with technology that already exists. That figure is not theoretical. It maps onto the document drafting queues, intake processing, and deadline-tracking cycles that eat attorney hours every day.
Capabilities
A template library connected to your matter management system, so document drafting becomes an assembly task rather than a writing task. The system pulls client, matter, and jurisdiction details into the template and routes the draft to the responsible attorney for review. In a typical firm, a high-volume document like an NDA or engagement letter moves from roughly 30 minutes of manual assembly to a few minutes of review. Version-controlled clause libraries let attorneys insert pre-approved language that updates across every template when standard wording changes.
Intake forms that capture everything your team needs on first contact, not the start of a five-email chain. Practice-area-specific forms with conditional logic show clients only the relevant questions, then route the submission to the right attorney, trigger a conflict check, and create the matter record automatically, so your intake team stops manually triaging incomplete information.
Statute of limitations dates, court filing deadlines, and response windows tracked in a system, not a spreadsheet that requires manual checking. Every critical date is logged at matter creation, validated against jurisdiction-specific rules, and monitored with escalating reminders to the responsible attorney, supervising partner, then firm principal. Audit logs record every reminder sent and what happened next, the documentation a missed-deadline malpractice claim requires.
Matter progression workflows that advance cases through defined stages with task assignments, document checklists, and approval gates, so matter status is answered by a dashboard rather than by asking everyone involved. Partners get portfolio-level views of stage distribution, upcoming deadlines, and overdue tasks, and e-billing enforces the coding standards that keep invoices from being rejected by e-billing hubs.
Time entry captured as work happens, from the calendar, the email thread, or a quick mobile entry, rather than reconstructed from memory on Friday afternoon. Billing rules apply automatically at entry, write-offs route through approval, and invoice generation assembles approved entries into your firm's format for attorney review before transmittal, so the gap between hours worked and hours billed closes within the cycle.
Compliance tracking for the requirements that create personal liability when they lapse undetected: CLE credits by jurisdiction, bar renewals, engagement letter coverage, trust account reconciliation, and IOLTA monitoring, each with automated reminders and escalation. Litigation holds suspend deletion policies with a defensible chain-of-custody record, and court e-filing returns stamped confirmations to the matter record.
How we work
Every project follows the same four phases. Scope is locked and price is fixed before development starts.
We map the workflows that consume attorney time without generating attorney judgment. Document drafting patterns, intake steps, deadline tracking, billing entry points. You leave week 1 with a written scope document and a fixed-price quote. Development does not start without your sign-off.
We design the data model, integration points with your existing case management system, and the user flows for each automated workflow. Design decisions made here cost ten times less than the same decisions made in week 8. The spec is locked before the build starts.
Working software at a staging URL by the end of sprint one. Bi-weekly demos with your team. QA runs in parallel with every sprint, not as a phase at the end. Integration testing with your live systems happens in staging before production deployment.
Production deployment with monitoring activated on launch day. 8 weeks of post-launch support included in every project. Issues that surface in the first weeks of real use are fixed at no additional cost.
Why us
The engineers who assess your firm's workflows also build the solution. No bait-and-switch, no offshore handoff after the contract is signed. The team you meet in week 1 ships in week 12.
We scope the work, calculate the cost, and lock it in writing before any development starts. A scope change is a change request: priced, agreed, or dropped. It never absorbs into the project and appears on the final invoice.
Clients include Vodafone, T-Mobile, Aldi, Nike, Cisco, and Lockheed Martin. A track record across AI, SaaS, mobile, automation, and enterprise platforms in healthcare, fintech, logistics, and professional services.
GDPR, HIPAA, SOC 2, state bar data residency rules - compliance requirements are scoped in week 1, not retrofitted before launch. We have shipped HIPAA-compliant systems for US healthcare clients and GDPR-compliant products for European markets. Legal data security is not an afterthought.
The payback on legal automation is attorney hours moved off admin and back onto billable work. We build that projection with you from your own matter volumes and rates before the engagement starts, so the business case is yours, not a generic promise.
30 minutes. You walk away with a clear cost, timeline, and team. No commitment.
What clients say
Three-year average engagement. Founders and operators describing the work in their own words. No marketing varnish.

All of the sprints were completed on schedule and on budget. We highly recommend RaftLabs!
01 / 02
Legal Software, full legal industry software hub
AI for Legal, contract review, legal research, document extraction
Contract Automation, contract drafting, approval routing, e-signature, renewal tracking
Stay on topic

Article
Legal Practice Management Software: Build Custom or Keep Paying Clio?
Clio charges $49-$129 per user per month. A 20-attorney firm pays up to $31K per year. Custom legal practice management software costs $70K-$130K to build once. Here is who builds it, what it costs by phase, and where these projects break down.
Read more
Article
The real cost of AI failure in production - and how to prevent it
When AI gets it wrong in production, the cost isn't a bad UX. It's refunds, churn, legal exposure, and ops teams cleaning up messes. Here's how to quantify the risk before you deploy.
Read moreArticle
Automate legal billing and time tracking: what actually works in 2026
Lawyers record only 2.9 billable hours per day on average. The rest goes unbilled - or gets written down later with numbers pulled from memory. AI-powered time tracking fixes this. Here's what to use and what to avoid.
Read moreAny workflow that follows a consistent pattern and doesn't require attorney judgment at every step. Document drafting is the obvious one. Most firms use the same base agreements, motions, and letters repeatedly, with variables swapped in from matter data. The system drafts from your approved template, populates it with client and matter details, and routes it for attorney review. In a typical firm, a high-volume document like an NDA or engagement letter moves from roughly 30 minutes of manual assembly to a few minutes of review. Client intake is another strong candidate: structured forms that collect what your team actually needs, route the matter to the right attorney, and trigger the conflict check automatically. Deadline tracking belongs in a system with escalating reminders, never a spreadsheet. Billing capture, time tracking, and invoice generation are also worth automating, because imprecision there leaks real revenue.
Yes. Most legal automation work we do sits on top of existing systems rather than replacing them. We integrate with Clio, MyCase, PracticePanther, Filevine, NetDocuments, iManage, and most systems with an API. We also integrate with Microsoft 365 and Google Workspace for document generation and email-based triggers. The goal is automation that works within tools your team already uses, not another system they have to remember to open. If you're running something non-standard or proprietary, we assess integration feasibility before the engagement starts.
Document drafting automation generates the first draft, populated from your approved template library and the matter's data record. Every generated document goes to an attorney for review before it leaves the building. The automation removes the assembly work, not the judgment. Document assembly is deterministic: a template plus variables, so the output is predictable and auditable. Pulling structured data out of inbound documents (a signed contract, a filed order, a scanned exhibit) is a different job that uses intelligent document processing, where extraction is AI-assisted and every field routes to a human for confirmation. For high-volume types like NDAs, engagement letters, and demand letters, a document that took roughly 30 minutes to assemble by hand becomes a few minutes of review. We also build clause libraries so attorneys insert pre-approved language instead of drafting from scratch each time.
Legal data is among the most sensitive we work with, and we treat it accordingly. Every system we build uses encrypted storage and transit, strict role-based access controls, and full audit logging, who accessed what matter data and when. We design for attorney-client privilege protection by ensuring that data access patterns match your firm's actual role structure. For firms with specific compliance requirements, including state bar rules on data residency or handling, we scope those requirements in the discovery phase before any build commitment is made. You receive a full security architecture document as part of project delivery.
Cost depends on the scope and complexity of the workflows being automated. Most firms start with one area: a first workflow such as document drafting automation or client intake typically runs from $25,000 to $60,000. From there it grows. A full platform covering intake, matter management, deadline tracking, and billing runs from $60,000 to $150,000. We lock the price in writing before development starts. No open-ended retainers, no invoices that swell during the project.
We frame the first date as a validated v1, not the finished platform. A focused workflow, such as automated intake or document generation for one practice area, can launch as a working v1 in 6 to 8 weeks, then grow. A multi-workflow system covering intake, matter management, and billing typically reaches its first production release in 12 to 16 weeks. We set the timeline in writing at the start of the project alongside the fixed price.
Work with us
We scope Legal Workflow Automation in 30 minutes. You walk away with a clear cost, timeline, and approach. No commitment required.