Knowledge Extraction Agent
Converts call notes and transcripts into structured CRM records, learnings, and follow-up actions.
What it is
Information from a sales call has a short half-life if it isn't structured and stored immediately. This agent converts conversation extractions into permanent CRM assets: updated records, follow-up tasks, and strategic learnings that the organization actually retains.
How it works
The agent receives structured extractions from the Conversation Intelligence Agent. It maps each extraction to the appropriate CRM object: contact property updates, deal notes, activity log entries, and task creation with owner and due date. Strategic learnings about the buyer's process, budget cycle, or competitive situation are tagged and added to the account's intelligence layer.
How it fits into the pipeline
Final step in the meeting conversion layer and the primary feedback loop into the intelligence layer. CRM updates ensure the account profile reflects current qualitative intelligence. Strategic learnings feed back into the Deep Research Agent. Also triggers the Follow-Up Intelligence Agent to begin monitoring for post-call engagement signals.