Hamvero Scout (Leads Intelligence)
High-Speed Business Data & Lead Intelligence
The Challenge
B2B sales teams spend over 40% of their time manually researching and qualifying leads. Existing scraping tools provide raw data, but lack the intelligence to determine true buyer intent or prioritize outreach effectively.
The Solution
We engineered a Python/FastAPI backend utilizing LangChain and OpenAI to process vast amounts of unstructured web data. The AI scores leads based on complex customizable criteria, presenting actionable insights through a sleek Next.js dashboard.
Technical Architecture
System Overview & Interface
Production screenshots from Hamvero Scout (Leads Intelligence). Click any image to view full resolution.
"Hamvero didn't just build what we asked for — they understood the problem and built what we actually needed. The result exceeded every expectation."
Business Impact
In early testing, the platform has reduced manual lead qualification time by 85%, allowing sales teams to focus entirely on closing high-intent prospects identified by the AI.