Deep Research Agent (Intent Layer)
Converts multi-source research into structured intent triggers with rationale.
What it is
Individual signals are useful. Connected intelligence is what drives action. This agent synthesizes hiring patterns, news events, filing disclosures, and tech stack data into a unified account brief that explains why an account is showing intent and what to do next.
How it works
The agent ingests structured signal outputs from every intent sub-agent. It builds a multi-source evidence set and runs a reasoning pass that asks: what is this company trying to accomplish, why now, and what is the most relevant hook for outreach? Output is a narrative brief with a headline trigger, supporting evidence, recommended outreach angle, and a confidence-weighted intent score. Briefs are updated on signal change events.
How it fits into the pipeline
Capstone of the intent layer. Receives outputs from every intent sub-agent and produces the account intelligence brief that feeds both the Intent Signal Aggregator and the Multi-Channel Outreach Agent. Also populates the Meeting Prep Agent's account snapshot.