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AI Agents
AI Lead Qualification Agent
Result: Reduced manual review by 80%
Built an autonomous AI agent that scores, qualifies, and routes incoming leads based on ICP criteria — fully eliminating manual triage.
01
The Problem
A B2B SaaS company was spending 15+ hours per week manually reviewing and scoring leads from multiple channels. The process was inconsistent and slow, causing high-value leads to go cold.
02
The Solution
Designed a LangChain-powered agent that integrates with HubSpot, enriches leads via Clearbit, applies a custom scoring model, and routes qualified leads directly into the sales pipeline with a personalized outreach draft.
03
The Outcome
Reduced manual review time by 80%, increased lead response speed from 48hrs to under 2hrs, and improved conversion rate by 23% in the first quarter.
Tech Stack
LangChainOpenAIHubSpot APIPythonFastAPIPostgreSQL
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