#AllThingsAgenticHackathon Building Annya Leads: From Hackathon Idea to Agentic Lead Generation System
This blog post was created for the purpose of entering the #AllThingsAgenticHackathon. The goal was to showcase how an agentic workflow can solve a real business challenge: turning raw inbound leads into qualified opportunities with speed, accuracy, and intelligent routing. Why this project exists Modern sales teams are flooded with leads from many sources: web forms, outbound campaigns, partner…
The #AllThingsAgenticHackathon project, "Annya Leads," was created to address the challenge of turning raw inbound leads into qualified opportunities efficiently. Modern sales teams deal with leads from various sources, but the real problem lies in deciding which leads deserve attention, when they should be followed up, and which team should handle them.
Annya Leads tackles this issue by combining lead enrichment, scoring, and agentic orchestration into a single, practical system. The system receives new leads, enriches them with missing context, assesses their likelihood of conversion, and routes them to the appropriate next step automatically.
The architecture is modular, with a lead enrichment and scoring service, a routing and orchestration layer, and a registry of agents and policies. This design allows the system to be scalable, practical, and adaptable to various business contexts. Moreover, security and identity controls are integrated to ensure data protection and system trust.
The project emphasizes the importance of intelligence in sales workflows, demonstrating how an agentic architecture can improve lead handling, enrich incomplete records, prioritize leads, and automate routing decisions. By translating AI concepts into a practical operational workflow, Annya Leads is positioned to enhance sales execution through enrichment, scoring, and intelligent dispatch.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
