AI Automation & RPA for Legal & Law Firms
Back-office work that finishes itself — the intake, the data entry, the follow-ups, the reconciliation. Shaped by the real problems in legal & law firms.
In one line
AI Automation & RPA, shaped for Legal & Law Firms
Most of the hours lost in legal & law firms don't go to hard problems — they go to the same repetitive work, over and over. Associates review 100% of a document set to find the 10% that matters, intake and conflict checks stall engagement, and billable time leaks out of calendars and inboxes that never get reconstructed. Every competitor pitches "document automation" as if a law firm were a paperwork factory — the real losses are spread across intake, discovery, deadlines, and the hours that quietly go unbilled. That's exactly the work automation is for: the intake, the rekeying, the chasing, the reconciliation that has to happen but doesn't need a person's brain every time.
For your sector the highest-value targets tend to be the processes that recur daily — intake-to-engagement automation and discovery & document-review triage. We automate them end to end, using RPA for the deterministic steps and AI for the steps that need to read a messy document or make a call, so the whole workflow runs rather than half of it.
A human stays in the loop where it counts: the system handles the confident cases and routes anything uncertain to a review queue, so exceptions get a person instead of a silent mistake. The whole workflow runs on your infrastructure and is handed over to you — no per-seat automation fees, no locked platform.
What we automate for legal
Associates review 100% of a document set to find the 10% that matters, intake and conflict checks stall engagement, and billable time leaks out of calendars and inboxes that never get reconstructed. Every competitor pitches "document automation" as if a law firm were a paperwork factory — the real losses are spread across intake, discovery, deadlines, and the hours that quietly go unbilled.
Intake-to-engagement automation
run conflict checks, open the matter, and chase the engagement letter and retainer so a signed client never stalls in the gap between "yes" and "file opened"
Discovery & document-review triage
first-pass relevance and privilege flagging that surfaces the documents worth an associate's eyes, so your team reviews the 10% instead of billing hours reading the 100%
Billable-time reconstruction
rebuild unbilled work from calendars, emails, documents, and call logs into draft time entries, recovering the hours every managing partner knows are leaking
Private matter-knowledge assistant
retrieval over your own past matters, briefs, and precedents so a lawyer can find the argument the firm already made instead of drafting it from scratch or losing it when someone leaves
Deadline & docket monitoring
watch court dates, filing deadlines, and statutes of limitation across matters and flag what's approaching before a missed date becomes a malpractice exposure
Client-status update automation
draft the routine "where does my matter stand" updates from the actual case record, so clients feel informed without an associate writing every email by hand
This is for you if
- Your legal team spends its day rekeying data between systems
- Documents and forms pile up waiting for manual handling
- You've outgrown Zapier/n8n and need real reading-and-judgment logic
- You want to handle more volume without growing headcount in step
What you get
- An end-to-end automated workflow for a high-volume legal & law firms process
- RPA for the fixed steps, AI for the reading-and-judgment steps, in one system
- A human-in-the-loop review queue so intake-to-engagement automation exceptions get a person
- Integration with the tools you already run — not another disconnected dashboard
- The full workflow handed over — you own it, with no per-seat automation fees
However we build it, you own it
AI Automation & RPA for Legal — answered
The high-volume, repetitive ones where the same steps happen over and over — in your operation, work like intake-to-engagement automation and discovery & document-review triage. We start by mapping where your team's hours actually go, then automate the process with the best ratio of hours saved to effort, so the first build pays for itself quickly.
For simple connector-to-connector tasks, an off-the-shelf tool may be all you need — and we'll say so. We build the layer above it: legal & law firms processes that require reading unstructured documents, making judgment calls, or logic those tools can't express — on infrastructure you own, not a per-task subscription.
The system handles the confident cases automatically and routes anything uncertain to a human review queue, so a person sees the edge cases instead of the automation getting them silently wrong. You set the threshold, and widen what runs unattended as the system proves itself on your legal data.
Yes — and for a law firm that's usually the whole point. We can deploy on your own infrastructure or fully on-premise so matter files and client confidences never leave your network or get sent to a third-party model. Confidentiality and privilege are designed into the architecture from day one, not bolted on afterward.
No — and we'd be wary of any vendor promising that. We automate the operational work around a matter: intake, conflict checks, document triage, deadline tracking, time capture, client updates. A lawyer always makes the legal judgment and reviews anything that touches the record. The system does the process work so your people can do the lawyering.
AI Automation & RPA for Legal. Let's scope it.
A short call, then a clear, agreed scope in writing. No obligation, and an honest no if it isn't a fit.