
Company Researcher Agent
Challenge
An associate at the private equity firm is tasked with finding and researching investment targets for the firm. Initially, a junior associate does not have the technical expertise to appropriately assess fit of a managed services provider with the niche criteria of the PE firm.
It could take the associate 10-15 minutes to research the company, potentially needing to consult with senior professionals at the firm to get guidance and utilizing valuable time from those senior colleagues.
Solution
We developed a Company Researcher Agent with a Slack interface where the associate (or anyone at the PE firm) chats with the agent by sharing the URL of the target company they are interested in researching and the user gets back a highly-accurate company report with a fit score for that specific investment target in approximately 10 seconds, allowing the team to decide to continue to invest time in that company or not. Additionally, a database is created with this curated data to persist the organizational intelligence within the PE firm.
Technology: LangChain, AWS, Slack
Impact
10x Traffic Increase from ~20 companies with investment criteria fit per day to 200 highly-relevant quality targets for the PE firm. 40% reduction in the time it takes the analyst to identify these targets allowing them to devote efforts to other value-added activities within the firm
Next Steps
Connecting the agent to internal systems and external sales intelligence tools to enrich the report and accelerate target outreach.
Increase in investment target origination
From 20 to 200 highly relevant targets per day
Reduction in research time per analyst
Faster company assessments with AI-powered reports
To generate a full company report
Instant insights for better investment decisionsAgentic Case Studies

Company Researcher Agent
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