Private Beta for L/S Funds

Run more expert calls, faster, automated by AI.

Run 2-3x the number of expert calls. Develop differentiated investment ideas faster and with greater confidence, while your competitors are still scheduling their first call.

Enterprise-grade compliance & security. Works with your existing expert networks.
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The hardest part of this job is knowing whether a handful of expert calls represent a real trend or just noise. Expert Insights solves that. Instead of guessing based on a few inputs, you can interview the entire ecosystem. It gives you a level of conviction that usually takes a month to build.

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Sector Analyst
$10B+ L/S Equity Hedge Fund

Deploy an army of analysts.
Instantly.

Stop choosing between speed and depth. Forward your existing expert network invites to us, and our AI will conduct rigorous interviews at a scale human teams cannot match.

Step 1

Define the project

No managing logistics. Just upload your thesis, key hypotheses, and required diligence questions. You set the strategy, and the AI executes the tactics.

Step 2

Autonomous AI Interviewing

The system spins up a dedicated AI analyst for every single calendar invite. Whether you have 5 calls or 50, the agents join the lines in parallel and conduct rigorous, adaptive interviews.

Step 3

Instant Synthesis

Get the raw data and the big picture. We deliver verbatim transcripts for every call alongside a strategic memo that aggregates findings, identifies consensus views, and highlights the outlier data points you need to see.

Research-Grade Interviews. Compliant by Default.

Consistent interview quality, compliant by default, enterprise-grade security, and decision-ready outputs, without changing how you book experts.

Compliance by default

On-time disclosures. MNPI guardrails detect and politely redirect. Compatible with most major expert networks.

Research-grade Intelligence

Analysts from top funds rate the quality of interviews and follow up questions to be as good or better than their own.

Decision‑Ready Outputs

Clean transcripts, key insights, and summaries delivered in minutes after each call.

Security You Can Sign Off

SOC II compliant. Transcripts are never shared outside your organization. Your data is never used to train external models.

Compliance by default

On-time disclosures. MNPI guardrails detect and politely redirect. Compatible with most major expert networks.

Research-grade Intelligence

Analysts from top funds rate the quality of interviews and follow up questions to be as good or better than their own.

Decision‑Ready Outputs

Clean transcripts, key insights, and summaries delivered in minutes after each call.

Security You Can Sign Off

Transcripts are never shared outside your organization, with SOC 2–aligned controls. Your data is never used to train external models.

What Analysts & Experts Say

Anonymous pilot feedback on AI interviews from hedge funds, private equity shops, consultants, and expert-network veterans.

"I enjoyed speaking with the AI, and I became very comfortable with it during the call. The quality of the conversation was similar to what I feel when I speak to analysts."
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Top Rated Expert
Leading Expert Networks
"The AI agent handled a full hour-long diligence call at our associate level."
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Principal
Mid-Market PE Firm
"I can do twice the number of expert calls, which makes me feel much more confident in the quality of my decision-making. The follow-up questions were really impressive, and reconciled contradictions better than many analysts would."
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Senior Analyst
$10B+ L/S Equity Hedge Fund
"The AI felt like a strong associate running a case. The follow ups are exactly what we coach teams to ask."
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Consultant
MBB PE Consulting

Before You Pilot

For additional questions, reach out to us at sales@expertinsights.ai.

Do I need to join the expert calls myself?

No. Expert Insights uses an AI interviewer to join the expert call on your behalf, and speak to experts for up to an hour. You do not need to be on the call at all.

What do I get after a call is completed?

After a call, you receive full interview transcripts, along with summaries, key takeaways, and direct answers to each of your diligence questions. All of this data is available within the Expert Insights platform.

How does the AI interviewer know what questions to ask?

Before the AI interviewer can conduct any calls, you must provide it with background information about your project, along with key diligence questions. The AI interviewer uses this info to steer the call accurately, and is designed to be adaptable, so it also has the ability to ask dynamic follow up questions, clarify ambiguities, and more.

Is the product compatible with the expert networks I use?

Expert Insights partners or integrates with existing expert networks to dial into your calls with an AI analyst. Expert Insights is compatible with the most widely used expert networks. Contact us to check for specifics.

What data do you collect and how is it used?

Your data belongs to you. In order to provide interview transcripts, Expert Insights stores audio and transcript data from your expert calls. Your data is never shared with any other organization (we do not maintain a transcript library), and is not used to train any AI models.

What compliance measures do you have in place?

The AI interviewer takes similar measures to an analyst to ensure compliance. Before each call, the AI interviewer shares a standard disclosure and collects consent from the expert not to share MNPI. The agent is also primed not to ask for info that could be viewed as MNPI.

Supercharge your research.

Contact us today for a free pilot.
© Labyrinth Technologies Inc. 2025