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 ![Spotlight.ai](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_e6dafb45b48a0e393e172ba7c4e98c8b/spotlight-ai.png "Spotlight.ai")
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# Spotlight.ai Discussions

Spotlight.ai is the Enterprise Revenue World-Model. It runs Calibrated Revenue Execution for CROs, RevOps, Value and CS leaders. Every deal is qualified, inspected and forecast on evidence the buyer actually gave. Revenue teams now run AI on every call, but managers still check every output by hand. The risks that lose deals stay buried in AI summaries, obvious insights and the occasional hallucination. A populated CRM field doesn’t mean the deal is qualified, progressing or any less risky. Spotlight captures a structured, customer-validated record of every deal from calls, emails, Slack and meeting notes. Each data point is small, tied to its source, and weighted by your company’s own win/loss history and an industry benchmark. What the buyer said is kept apart from what the rep believes, and the record is re-checked as the deal moves. The engine underneath is Spotlight’s Calibrated-Decision AI-Model (CDAM). CDAM breaks deal judgment into narrow questions, each with a closed set of possible answers defined before any model is called. Every answer carries a confidence score and only counts once it clears the bar. The conclusions about the deal (qualification, risk, deal score and forecast) are then calculated in code from those answers. That is why Spotlight is 100% Trustworthy AI with 0 Token Cost: the same evidence gives the same answer every time, and the decision layer has nowhere for a hallucination to go. On top of the world model, Spotlight does the work on every deal. It runs MEDDPICC qualification with evidence behind every field, inspects each deal and builds an inspectable bottom-up forecast. It maps stakeholders and scores champions (50K+ scored so far), and it handles objections. From the buyer’s own words it builds business cases, BVAs, ROI models and value-realization decks. It also gives RevOps analytics on winning and losing patterns, velocity and slippage. Spotlight’s MCP server opens the world model to your own agents and AI assistants, such as Claude. They can read and act on deals CDAM has already qualified and scored. $9B+ of pipeline autonomously qualified and executed. 5K+ sales assets generated. Sysdig: 3.8x pipeline conversion. Tulip: 2.4x conversion, from 6.3% to 15%. SOC 2 Type 2 certified.

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