Illustration of a futuristic 'Revenue Radar' AI agent scanning chaotic financial documents and extracting clear strategic insights.

Revenue Radar: How I Built an AI Strategy Agent Using Gemini and Salesforce (and Cut Token Costs by 70%)

Everyone is building chatbots right now. It’s the “Hello World” of the AI era! But here is the dirty secret of Enterprise AI: Latency and Tokens are the new technical debt. If you simply paste a Python demo into a Salesforce Flow, you aren’t building an agent—you’re building a generic “chat” interface that burns cash and hits timeouts. I learned this the hard way. I set out to build Revenue Radar, an agent that analyzes massive 40-page earnings calls. ...

January 12, 2026 · 7 min · Pavan Chavali

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