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Project 03 · AI EngineeringIn Development
AI Deal Intelligence Agent
Understand → Recommend → Prepare → Approve → Execute
An AI-powered deal intelligence system that analyzes sales conversations and CRM context to identify deal risks, recommend next-best actions and automatically structure actionable intelligence for the revenue team.
LLM APIsGongCRMDeal RiskNext-Best-ActionHuman Approval
Business Question
The GTM Question
"How can sales teams turn conversations and CRM activity into actionable deal intelligence automatically?"
Architecture Preview
Sales Conversation
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Transcript
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LLM Analysis
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Deal Context
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Risk Detection
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Next-Best Action
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Human Approval
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CRM Update
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Rep Notification
Tech Stack
n8nLLM APIsGong / TranscriptsHubSpot / SalesforceJavaScriptREST APIs
Technical Skills Demonstrated
AI AgentsLLM IntegrationPrompt EngineeringTranscript AnalysisDeal Risk DetectionNext-Best ActionsHuman-in-the-LoopCRM Automation
Status
In DevelopmentSystem in development · full case study will be published once it is built