README.md

---
title: "Flikforge"
emoji: 🎬
colorFrom: blue
colorTo: purple
sdk: static
app_file: index.html
pinned: true
license: mit
---

# 🎬 Flikforge — Rights-Native Video Data for Generative AI

[![Website](https://img.shields.io/badge/🌐-Website-blue)](https://flikforge.com)
[![LinkedIn](https://img.shields.io/badge/LinkedIn-Follow-blue?logo=linkedin)](https://www.linkedin.com/company/flikforge)
[![Contact](https://img.shields.io/badge/Contact-Email-brightgreen)](mailto:info@flikforge.com)

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## 🚀 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.

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## 🧩 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. |

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## 🛠️ 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.

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## 🔑 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:**
```bash
POST /license/check
{
  "prompt": "generate video of a runner wearing licensed apparel",
  "model_id": "video-gen-v1"
}