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Developer Builds AI Sales Agent with Persistent Memory to Improve Enterprise Deal Outcomes

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A developer created DealPilot, an AI-powered sales intelligence agent, as part of the HackwithHyderabad Hackathon. The tool addresses a common pain point where sales reps lose time revisiting CRM notes and where traditional AI assistants treat each interaction without prior context. DealPilot uses Vectorize Hindsight for long-term memory storage and Groq for fast inference, allowing it to retain stakeholder-specific details across multiple interactions. Over successive sessions, the agent evolves from generic baseline advice to hyper-personalized pre-call briefs that account for individual decision-maker preferences and deal risks. The project is built in Python and the source code has been made publicly available on GitHub.

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