AI & ML interests
Video training datasets
Organization Card
🎬 Flikforge — Rights-Native Video Data for Generative AI
🚀 What We Do
Flikforge is the first rights-native DataOps platform for generative video AI — enabling studios, rights holders, and AI developers to source, label, license, and monetize high-quality, rights-cleared video datasets.
We specialize in:
- 🎥 Video Dataset Licensing — Curated, labeled, and provenance-verified data ready for model training.
- 🔐 LicenseGate™ API — Real-time rights enforcement for prompts and model outputs.
- 🧠 Fine-Tuning Data Services — Shot-level metadata, LoRA training data, and continuity-aware scene labeling.
- ⚙️ Provenance Infrastructure — Blockchain-backed certificates of data origin and use rights.
🧩 Use Cases
| Stakeholder | What You Get |
|---|---|
| AI Developers | Train legally and commercially with high-quality, licensed video datasets. |
| Media Owners | Monetize film, TV, and sports archives as AI-ready training data. |
| Brands | Generate AI content with licensed likenesses, products, and IP. |
| Enterprises | Verify data provenance and enforce content usage rights at scale. |
🛠️ Platform Modules
- 📦 Ingestion & Indexing: Cut long-form video into discrete, rights-trackable shots.
- 🔍 Metadata Tagging: 1,000+ structured parameters (camera, lighting, motion, subject).
- 📜 LicenseGate™ API: Enforces input (training) and output (derivative) rights in real time.
- 🧾 Smart Contracts: Automate licensing and payment settlements between creators and model users.
- 📊 Provenance Dashboard: View, audit, and certify dataset lineage and consent records.
🔑 API Highlights (LicenseGate™)
Endpoints:
/license/check– Validate prompt or dataset usage against registered rights./license/generate– Execute a real-time license contract and return signed terms./license/verify– Confirm that a derivative output is publishable.
Example Call:
POST /license/check
{
"prompt": "generate video of a runner wearing licensed apparel",
"model_id": "video-gen-v1"
}
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