{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/2c705d498d9344fa9f2ff61960cf49e3\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/2c705d498d9344fa9f2ff61960cf49e3-d2712bc92b0ffe82.gif","duration":146.6,"title":"Stipgate Guardrails Stop Bad Mortgage Documents","description":"This Loom describes Stipgate, a guardrail that checks mortgage documents before an LLM processes them. Decider 2B validates uploads, including employer and YDD presence with scores of 0.95 to 0.97, and it extracts pay figures only when approved. It blocks a utility bill used as proof of income, detects a real-looking paste-up that was three months old via a date check, and stops processing with zero tokens sent to the loan officer. In testing with 100 documents, Stipgate rejected all 55 bad ones, while Novalite alone approved 31 of them."}