Private equity · Private equity AI
AI Commercial Due Diligence for Private Equity
For private equity deal teams testing a thesis under time pressure: agents map the market, competitors and customer signals so analysts and advisers spend their weeks on judgement, not desk research.
A faster, more complete commercial picture, with every claim traceable to a source.
- 01
Market map
- 02
Competitor profiles
- 03
Customer signals
- 04
Thesis test
The private equity investment case
How can AI support commercial due diligence in private equity?
Commercial diligence asks whether the market, the competitive position and the customers support the investment thesis. AI agents can gather and organise much of that evidence, so your team and advisers test the thesis instead of collecting data.
Agents map the market, profile competitors, collect public customer and hiring signals, and compare the target's claims with outside evidence. They separate observed facts from inference. Advisers and the deal team still run the interviews and form the view.
- A focused first project
- A market and competitor map for one live target, built around the questions in your thesis.
- Who we work with
- The deal lead, supported by analysts and any commercial adviser.
The problem
Where the investment thesis meets operational friction
Market maps are rebuilt from scratch for each deal.
Competitor information is scattered and quickly out of date.
Management claims are hard to compare with outside evidence.
Advisers spend early weeks collecting rather than analysing.
Our agentic private equity product
DealTeam AI: your own army of diligence agents
DealTeam AI is the agentic platform we built for private equity. Agents tailor-made for your firm research, screen and track companies, analyse a deal against your playbook and draft the IC summary. Every answer is backed by sources, and your team reviews every step.
- Research any target, with source-linked evidence
- Screen deals against your own investment formulas
- Track companies and alert on leadership or market changes
- Analyse a deal against your playbook
- Draft the IC summary for your review
What we build with your team
Commercial evidence map
Market mapping
Builds a structured view of segments, players and recent transactions from permitted sources.
Competitor profiling
Profiles key competitors on offering, footprint, leadership and recent moves, kept current during the process.
Claim checking
Compares management statements on growth and position with outside signals and flags gaps for follow-up.
Thesis tracker
Links evidence to each point of the investment thesis so the team sees what is supported and what remains open.
Example workflow
Before and after
Today
Manual desk research
Competitor sheets out of date
Claims accepted until late
With Agentic Factory
Agents keep the market map current
Competitors tracked continuously
Claims tested against evidence early
Systems and access
- Virtual data room exports and management materials
- Your CRM or DealTeam AI pipeline
- Market, company and news sources
- Internal investment memos and playbooks
Human approval
- Deal leads approve every conclusion that reaches the investment committee.
- Analysts review source-linked evidence before it is used.
- Access to confidential material follows the deal team's permissions.
Metrics to track
- Time to first market view
- Thesis points with supporting evidence
- Open questions resolved before IC
Our process
From opportunity to measured result
We agree the thesis questions with the deal team, configure research and tracking agents, and build the market and competitor map. Analysts review findings and flag questions for management or advisers. We keep the evidence current through the process and hand over a traceable record for the investment committee.
- 01
Assess
- 02
Prioritize
- 03
Build
- 04
Integrate
- 05
Launch
- 06
Measure
Start with your workflow, system constraints and value creation priorities.
Book a DD call
Share your deal needs. We follow up.
Tell us about the target, your timing and what diligence must answer. A partner reviews every request and comes back within two business days with a suggested scope.
- Treated as confidential
- No obligation, no generic pitch
- Scope fitted to your IC timetable
Questions
AI Commercial Due Diligence for Private Equity: FAQs
Does AI replace a commercial due diligence adviser?+
No. It speeds up evidence gathering so advisers and your team spend more time on interviews and judgement.
Which sources are used?+
Public company, market and news sources plus any material you are permitted to share. Every finding links to its source.
Can it work on a confidential process?+
Yes, within your permissions. Confidential material stays inside the access rules the deal team sets.
Is this part of DealTeam AI?+
The research, tracking and analysis agents run on DealTeam AI, our agentic private equity product, configured for your process.
How quickly can we start?+
Book a call and bring a live target. We agree the thesis questions and a focused first scope.
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Put a real workflow on the table.
Test your next thesis with AI. We’ll discuss fit, priorities and a sensible first scope.