Harmonic Scout startup research agent

What was done

Harmonic's Scout helps venture investors move from manual filter building to natural-language research over startup data, firm-specific CRM context, emails, LinkedIn connections, and live web data. The rebuilt Deep Agents harness gives Scout tools for global company data and firm-specific context, allowing users to ask for thesis matches, founder briefings, and personalized outreach drafts. LangSmith and LangGraph support evaluation, tracing, and earlier modular workflows.

Stack