How does AI speed up M&A due diligence without missing risk?
AI speeds up diligence by triaging the data room, categorising documents, extracting key provisions, and flagging anomalies against your playbook, so associates start from a ranked risk report instead of a blank page. Industry results show meaningful time savings on structured review and far larger savings on unstructured data rooms. The discipline that makes it safe is citing every finding back to the source document and keeping a human on the judgment.
What a product misses
Off-the-shelf review tools summarise, but they do not tie every finding back to your playbook, your risk thresholds, or the deal's specific structure, so the output still needs a full re-review. They also rarely handle the messy reality of a real data room: scanned exhibits, foreign-language schedules, inconsistent naming, and documents that reference each other across folders. Generic tools choke on that; a system built around your process does not.
What we build
We build due-diligence copilots that triage a data room, extract and rank provisions against your playbook, and produce a cited risk report, plus deal rooms and closing-checklist automation. Every extracted provision links to the exact clause it came from. We also build redline comparison against your standard forms, a conditions-to-closing tracker with owner and status per item, and a post-signing integration checklist so the deal team's work doesn't stop at signature.
Is this you?
- Your team is spending days on first-pass data-room triage before anyone gets to actual negotiation.
- You have a diligence playbook, but it lives in someone's head or a Word template, not a system that enforces it.
- Deals are frequent enough that rebuilding the same checklist and tracker from scratch each time is a real cost.
- Partners want a defensible, cited risk report they can hand to a client, not a black-box AI summary.
What we build for m&a & transactions
Data-room triage
Auto-categorise and index thousands of documents on upload, so the team knows what is there before anyone opens a folder.
Provision extraction & risk ranking
Pull change-of-control, assignment, MFN, and other key clauses, compared to your playbook and ranked by consequence, each linked to its source.
Redline & form comparison
Compare incoming drafts against your standard forms and prior precedent, surfacing every material deviation for review.
Closing & signature workflow
Track conditions, checklists, and signatures to close, with a live status every stakeholder can see.
Post-signing integration tracker
Carry the deal team's findings into a structured integration checklist, so nothing discovered in diligence gets lost after signing.
Questions
M&A & transactions: what people ask
Does the AI replace associate review?
No. It replaces the first, mechanical pass, triage, extraction, and ranking, so associates spend their time on judgment and negotiation. Every output is cited so it can be verified quickly.
Can it use our own diligence playbook?
Yes, that is the point. The system is tuned to your playbook, your risk thresholds, and the deal structure, which is exactly what a horizontal product cannot do out of the box.
How is client and deal data protected?
NDA first, encryption throughout, strict access controls, and optional deployment in your own tenant with your own model keys, so privileged deal data never leaves your control.
How fast can a diligence tool be ready for a live deal?
A focused v0 ships in 2-6 weeks against a fixed scope, and we stage larger builds so you always have something usable in hand.
Can it handle scanned or foreign-language documents?
Yes. OCR and translation are built into the triage pipeline where the data room needs it, so a scanned exhibit or a foreign-language schedule still gets categorised and extracted, not skipped.
What happens after a deal closes, does the tool get reused?
It's built as reusable infrastructure, not a one-off script, so the same playbook-driven triage and tracking runs on the next deal without rebuilding it.
Other practice areas
See allReady to build for m&a & transactions?
One call, no deck. An honest go / no-go and a written scope by the end of the week.