Diligence Review

AI document review for diligence advisory teams.

Process data rooms, extract key terms, identify red flags against your playbook, separate open questions from findings, and produce memo-ready outputs with source citations.

Workflow Value

From painful repeatable work to defensible action.

Data rooms overwhelm advisory teams

Contracts, management reports, policies, financial files, operating documents, schedules, and board materials arrive in bulk, often with inconsistent names and late uploads, but teams still need consistent findings fast.

Review against your diligence playbook

We encode your review checklist, risk categories, key term definitions, and escalation rules into an AI-assisted workflow.

Extract terms and red flags with sources

The workflow identifies key clauses, unusual terms, missing documents, and potential risks, then ties each finding back to the source file and passage.

Move faster from review to memo

Outputs are structured for diligence memos, issue trackers, partner summaries, or internal workpapers so analysts spend less time reformatting and reviewers spend more time on materiality.

Workflow Architecture

How the system works behind the page.

Every solution is implemented as a controlled workflow, not a loose chatbot. The system operates inside approved data and tool scopes, produces inspectable outputs, and routes judgment back to the right human owner.

Scope the job

Define the exact workflow, input sources, business rules, user roles, output format, and what the AI agent is allowed to do.

Retrieve the right context

Pull only approved documents, records, ERP context, control libraries, or playbooks before the agent drafts or acts.

Produce source-visible output

Generate findings, matrices, notes, SQL-backed answers, or queues with source references, exception reasons, and confidence signals.

Validate before expansion

Measure reviewer edits, pass/partial/fail outcomes, time saved, exception quality, and adoption before moving to adjacent workflows.

Workflow Scope

Built around the way your team already delivers work.

The workflow starts with one painful, repeatable use case, then expands only when reviewers and operators trust the source-backed output.

Who this is for

Teams with repeatable client delivery workflows and repetitive senior review bottlenecks.

  • Transaction advisory teams
  • Private equity advisory teams
  • Risk diligence teams
  • Legal and compliance diligence teams

What we prepare

Repeatable work that can be prepared with source citations before human review.

  • Data room intake
  • Document classification
  • Key term extraction
  • Red flag detection
  • Memo drafting

Outputs

Reviewer-ready artifacts shaped to your templates, evidence standards, and client delivery format.

  • Issue lists
  • Memo-ready findings
  • Source citation packs
  • Document coverage trackers

Delivery Design

What the workflow looks like in practice.

Each workflow is broken into operating steps, reviewer controls, and pilot-fit criteria your team can evaluate before committing to expansion.

01

Upload a representative data-room folder or document class.

02

Classify contracts, reports, management files, policies, and operating documents.

03

Extract key terms and compare them against your diligence playbook.

04

Draft memo-ready findings, issue lists, and red flags with source citations.

Reviewer controls

Controls that keep AI as a drafting layer and preserve professional judgment.

  • Playbook-driven red flag categories
  • Document coverage tracker
  • Source file and passage references
  • Memo-ready finding review

Good pilot fit

Signals that this workflow is ready for a focused 30-day pilot.

  • A defined diligence checklist exists
  • The team can pick one document class
  • Findings have predictable memo sections
  • Source verification is a current bottleneck

Related Workflows

Where teams usually expand next.

Most successful pilots start narrow, then expand into neighboring workflows once reviewers trust the output.

FAQ

Frequently asked questions

Can the workflow use our diligence checklist?

Yes. Your playbook, red flag categories, and escalation rules become the structure of the review.

Can it handle confidential data rooms?

Yes. We can design private, access-controlled workflows for confidential client materials.

Automate one repeatable workflow.

Bring the workpaper, evidence review, diligence process, ERP answer queue, or reporting loop that consumes the most hours. We will map a practical workflow around your methodology.