Data rooms overwhelm advisory teams
Contracts, management reports, policies, financial files, and operating documents arrive in bulk, but teams still need consistent findings fast.
Diligence Review
AI document review for diligence advisory teams.
Process data rooms, extract key terms, identify red flags against your playbook, and produce memo-ready findings with source citations.
Workflow Value
From dense data to defensible action.
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.
Agent Workflow Architecture
How the AI agent system works behind the page.
Every solution is implemented as a controlled workflow, not a loose chatbot. The agent operates inside approved data 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 document-heavy 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 automate
Repeatable work that can be drafted 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 solution page breaks the buyer workflow into operating steps, reviewer controls, and pilot-fit criteria a serious business team would ask about.
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, or diligence process that consumes the most hours. We will map a practical AI-assisted pilot around your methodology.