video1.0<iframe src="https://www.loom.com/embed/97225307f96a417783e964284c00f0b6" frameborder="0" width="950" height="712" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>712950Loomhttps://www.loom.com712950https://cdn.loom.com/sessions/thumbnails/97225307f96a417783e964284c00f0b6-38411c3979fd7ff7.gif182.553Live at https://forge-lemon-beta.vercel.app/. Code at https://github.com/chewyuenrachael/forge. Forge 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.