Case study
Automated Legal Intelligence & Due Diligence Pipeline
Automated the legal due diligence pipeline for M&A, reducing processing time by 50% through heuristic risk extraction and AI auditing.
Overview
The manual review of thousands of legal and financial documents creates a massive operational bottleneck in private equity and M&A.
The Challenge
Every deal meant the same forensic slog: legal and finance teams manually reading thousands of pages to catch liabilities, extract financial facts, and flag non-compliant clauses, one document at a time.
The business impact:
- Senior reviewers spent hours on document triage instead of the judgment calls that actually needed their expertise.
- Risk discovery depended on a reviewer catching a flagged clause manually, with no guarantee of consistent coverage.
- Deal timelines stretched out while manual review caught up, at real cost to deal velocity.
Approach
How do you review thousands of documents without missing the risk that matters?
Manual review couldn't scale to deal volume, and coverage depended on who happened to read what. We architected a multi-model AI orchestration layer (OpenAI/Anthropic) that performs deep-text analysis across every uploaded document, flagging non-compliant clauses and extracting key financial facts automatically.
How do you keep review work aligned to the deal's actual checklist?
Generic review missed the specific requirements of each transaction type. We built dynamic project scaffolding and automated task mapping that synchronizes uploaded documents with professional due diligence checklists, so nothing on the deal-specific checklist goes unchecked.
How do you make reviewing hundreds of documents feel less like digging through folders?
Traditional data-room interfaces are folder trees, not tools built for how a reviewer actually thinks through a deal. We designed a consumer-grade review experience with visual document mapping via node graphs, so reviewers can see how documents in a deal relate to each other at a glance, alongside an AI-powered chat interface for real-time verification against the secure repository.
Tech Stack
Outcome
Start a conversation
Let's build yours.
Book a 20-minute discovery call — we'll tell you honestly whether AI is the right tool for what you're trying to solve.