AI for legal that drafts the redline inside your privilege boundary.
We embed engineers inside in-house counsel teams, law firms, corporate secretarial practices, and LegalTech platforms for 4 weeks shadow drafting, sit in deal rooms, read the master playbook, audit matter management. Then we ship privileged-data-safe AI every month. 71% faster NDA and MSA turnaround is not a slide it is what a mid-tier BPO in-house team measured in 90 days.
faster NDA / MSA turnaround
reduction in first-pass redline time
precedent retrieval speed vs keyword search
Why most "GenAI for law" pilots never leave IT sandbox
Privilege was not treated as non-negotiable
Vendors defaulted to shared multi-tenant APIs. Partners killed the pilot the moment they understood where queries went. Nothing ships.
The AI hallucinated a citation
A model without retrieval-grounded citations cited a non-existent case. A week of trust was destroyed. The firm declared a moratorium.
Playbooks were never ingested
Generic contract review finds "risky clauses" that are actually your firm's preferred position. Associates fight the tool instead of using it.
Change management ignored associates
Partners sponsored the pilot, associates were measured on billable hours. The economic model and the tool fought each other. The tool lost.
Every metric is a problem we solved.
Real numbers from live legal & LegalTech deployments.
NDA / MSA cycles drag
First-pass redline eats associate hours
Matter intake has no SLA
E-discovery prep is manual
What your team actually says.
"I redline the same 30 clauses every week."
Senior Associate
"I have 12,000 past deals. I can't find the one I need."
General Counsel
"Business asks for legal review with a 1-line brief."
Legal Ops
"Compliance deadlines slip because my tracker is Excel."
Company Secretary
"Every new associate re-learns our playbook the hard way."
Managing Partner
"Post-signing obligations disappear into a folder."
Contract Manager
Use cases that move the needle.
01AI-First Contract Review
Playbook-grounded review, redlining, and fallback-language suggestion for NDAs, MSAs, DPA, vendor agreements.
02Precedent Retrieval
Semantic search over internal DMS plus external case-law databases with citation-grounded answers.
03Matter Intake Triage
Classifies, prioritises, and routes incoming legal requests with pre-briefs and SLA tagging.
04Compliance Calendar Automation
Tracks 200+ filings across entities with draft-generation and dependency tracking.
05Privileged Doc Classification & Legal Hold
Detects privileged content, enforces legal hold across email, drive, and chat archives.
06Post-Signature Obligation Extraction
Extracts obligations (renewals, audit rights, SLAs, penalties) from executed contracts and feeds business teams.
Four pillars. Translated for Legal.
An Engineer Inside Your Practice
Our Forward Deployed Engineer shadows associates, sits in on deal closings, reads the partner playbook, and interviews business teams. They understand why your M&A practice rejects the boilerplate indemnity your employment practice accepts.
Practice-Grade R&D
Our Research Engineers run 2-week sprints on privilege-preserving deployments, retrieval-with-citation architectures, and playbook-formalisation so the model is defensible in front of partners and counsel, not just demo-ready.
A Working Release Every 30 Days
Mid-month shadow deployment with one practice group. End-of-month go-live. Every release ships with privilege audit, citation checks, and partner-signed-off fallback language.
We Own the Leverage Number
We don't bill hours. Every month you get delta on matter TAT, first-pass redline time, research hours, SLA adherence, and associate leverage. If the numbers aren't moving, you'll know.
What happens in the first 30 days.
Practice Walk & Data Inventory
Our engineer shadows contracting, research, advisory, and litigation support. Maps DMS, matter-management, ticketing, and collaboration systems.
Privilege & Data-Boundary Mapping
Privilege boundaries, client-confidentiality rules, DPDPA obligations, and cross-border restrictions translated into deployment constraints.
AI Opportunity Scoring & Mockups
Each opportunity scored by leverage impact, feasibility, and data readiness. Mockups validated with partners, associates, and legal ops.
Strategy Deck & Roadmap Delivery
12-month AI roadmap, cost-benefit case, integration architecture, and governance plan handed over. Yours to keep.
What you walk away with
We speak your regulatory language.
Regulations & Certifications
- DPDPA 2023 — Digital Personal Data Protection Act
- Advocates Act — Bar Council rules
- Companies Act 2013 — For in-house and CS practice
- SEBI LODR — For listed-company legal ops
- RBI Outsourcing Guidelines — Where legal services are outsourced in BFSI
Data & Protocol Standards
- LEDES (billing)
- XBRL (filings)
- SAFE-BioPharma (where relevant)
- OpenAPI / REST
- OCR (searchable PDF)
Enterprise Systems We Integrate
- DMS iManage, NetDocuments, SharePoint
- Matter management Mitratech TeamConnect, LawVu, Brightflag
- E-billing Onit, SimpleLegal
- Contract lifecycle DocuSign CLM, Ironclad, Icertis, LegalSifter
- Research Manupatra, SCC Online, Westlaw, LexisNexis
- E-discovery Relativity, Everlaw
Questions we hear on the shop floor.
Book the 4-Week Legal Audit
Privilege-preserving · DPDPA-aligned · playbook-grounded.
The first step is always a conversation.