Practical AI for Private Equity Workshops: Market Mapping

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Practical AI for Private Equity Workshops: Market Mapping

October

28th

2026

Starting at

12:00pm

Workshop 2: Build a Market Map and Acquisition Target List

Founded by former private equity investors and AI engineers, Chariot Labs is joining Road To Carry, WithCoverage, and Ramp for a three-part workshop series. Together, they’re combining their experience to explore AI in everyday PE work, from screening deals and mapping markets to applying AI at portfolio companies.

Why this is important:

When PE investors pick up a new sector or target, one of the first steps is building a view of the market: understanding the industry structure, key trends and growth drivers, competitive dynamics, and the landscape of public companies, private incumbents, and emerging players. For sourcing work, that often extends into building a universe of potential acquisition targets that fit a specific investment mandate.

This workshop will show attendees how to use AI to accelerate the first pass of that research. Participants will leave with an in-depth market map and industry report for a sector of their choosing, along with a sourced list of potential acquisition targets they can continue diligencing and act on.

What attendees bring:

A laptop
An approved AI account (at least pro/business subscriptions for Claude / ChatGPT. Free accounts will not work).

What attendees leave with:

Research instructions designed to identify up to 30 targets
An in-depth research brief for the participants' selected industry
A visual map from the exercise.

Registration:

Limited to 35 approved guests. Every request joins the waitlist for individual review. Your seat is confirmed only after approval.

The Final Countdown!

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Partners

Chariot Labs helps PE-backed companies identify and prioritize where AI can create value, then embeds AI engineers to build and deploy those workflows into their existing systems. Founded by former PE investors and AI engineers.

WithCoverage is a modern risk management partner that helps ambitious businesses protect their operations, save money, and get time back. The company combines a dedicated team of insurance experts with an AI-powered digital platform to build tailored insurance programs and bring policies, claims, and billing into one place. Its flat-fee model aligns incentives with clients, while year-round expert support helps businesses manage risk proactively as they grow.

Ramp helps PE-backed companies free up time and money to grow. By connecting cards, expenses, bills, and accounting, it helps teams reduce unnecessary spending, automate routine work, and close the books faster, putting more of the company’s resources toward revenue growth.

Road To Carry is a community of 10,000+ private equity investors and operators pursuing acquisition entrepreneurship, supported by highly-curated media content, in-person events, and access to top-tier capital partners

Agenda

8:00–8:10 a.m.

Sponsors

Opening and sponsor introductions. Outline the market map and target list attendees will build.

8:10–8:25 a.m.

Chariot Labs

Demo and walkthrough: compare quick and deep research, define a target table, verify company information, and turn the results into a visual market map.

8:25–9:10 a.m.

Attendees + Chariot Labs

Hands-on: attendees tailor and launch a research brief, check sample targets, and create a visual map. Prepared results are available while research runs complete. Davis and Hasan circulate to help debug, fix issues, and refine the research and visuals.

9:10–9:15 a.m.

Chariot Labs + sponsors

Closing: recap takeaways, answer final questions, and outline the remaining checks before using the target list.