Flikforge, Inc.

Flikforge sources, rights-clears, segments, densely labels, and delivers GPU-ready video training datasets for any model that learns from video — generative video, robotics and embodied AI, autonomous systems, and beyond. No spray-and-pray sourcing. No legal exposure.

Build Your Dataset License Your Content

What We Engineer

Structured, Rights-Cleared Video Data for the Next Generation of AI

Rights-Cleared by Default

Every clip ships with verified provenance and enforceable usage rights via patent-pending AI Rights Certificates — so your training set never becomes a legal liability.

Structured for Evals

Every scene is tagged at the frame level — motion, geometry, lighting, action — by our Bootstrapped Dense Supervision pipeline. Skip the labeling backlog.

Custom Schema, Fast

Tell us what your model needs. We engineer the schema, source the footage, and deliver GPU-ready datasets in days, not quarters.

Sample Datasets

Evaluate Before You License

The datasets published here are evaluation sample sets drawn from the Flikforge catalog — including the EmbodiedAI family for robotics and embodied AI training. Each ships with dense ActionSummary annotations, a machine-readable catalog, and full delivery documentation. Request access to any dataset below, and contact us for commercial licensing at catalog scale.