Flikforge Information

Flikforge is the data foundry for video AI. We engineer rights-cleared, schema-validated video training datasets that close real model performance gaps — not "more data," but the structured signal models can't learn from raw footage alone. Most pipelines stop at delivery. Flikforge runs every dataset through rights, provenance, schema validation, and regulatory verification — every step, every time. That's what turns raw footage into training-ready data you can actually compound on. Built for: Generative Video AI — shot-level annotation for camera behavior, lighting dynamics, and scene continuity. Robotics & Embodied AI — egocentric and physical-environment video paired with task sequencing for transition flows. AI Coding Assistants — session-level data linking AI-generated code decisions to real usability outcomes. Content Owners — structured licensing that turns video libraries into recurring revenue, with provenance tracked end-to-end. Meet Flikforge at CVPR 2026, Booth 441 · Denver · June 5–7.