{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/97225307f96a417783e964284c00f0b6\" frameborder=\"0\" width=\"950\" height=\"712\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":712,"width":950,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":712,"thumbnail_width":950,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/97225307f96a417783e964284c00f0b6-38411c3979fd7ff7.gif","duration":182.553,"title":"Forge: Goodfire Commercial Intelligence OS","description":"Live at https://forge-lemon-beta.vercel.app/. \nCode at https://github.com/chewyuenrachael/forge.\n\nForge is a commercial intelligence system for Goodfire — eight interfaces translating interpretability research into a repeatable GTM motion through a unified Research Knowledge Graph. The core loop: 4-factor signal scoring feeds prospect intelligence with composite ICP ranking, drives peer cluster outreach bursts referencing real Goodfire benchmarks, and scopes engagements through a complexity-driven pricing engine showing cost to deliver, margin, and LTV. Every engagement produces testable predictions about model behavior, tracked cumulatively. The system self-calibrates — signal feedback, conversion analytics, and weight auto-tuning mean it gets more accurate the more it's used."}