Wired together a crew of LLM agents — prospecting, personalisation, and sequencing — that cut SDR overhead by 60% while doubling qualified-meeting volume.
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SDR time saved
0%
on prospecting & first-touch writing
Qualified meetings
0×
vs. prior 6-month baseline
Email open rate
+0%
personalised vs. template sends
How we built it
Prospect enrichment agent
Pulls LinkedIn, Crunchbase, and news signals; scores fit against ICP in < 10 s per lead.
Personalisation agent
Writes a unique first line per prospect referencing a recent trigger event — no merge tags.
Sequence orchestrator
Decides channel, timing, and follow-up cadence based on engagement signals.
CRM sync
Pushes all activity back to HubSpot with structured properties so RevOps reporting stays intact.
Specs
StackTypeScript · LangGraph · Claude 3.5 Sonnet · HubSpot API