# Ecosystem

| Role                                         | Key Needs                                                                                           | Value / Contribution to the Ecosystem                                                             |
| -------------------------------------------- | --------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------- |
| **AI Developers / Individual Developers**    | Low‑friction access to multiple foundation models; elastic GPU resources for training and inference | Generate API and compute demand, driving SPT consumption and platform traffic                     |
| **Enterprises & AI Teams**                   | Large‑scale model training, cost‑controlled compute rentals, unified billing                        | Provide stable, high‑value orders that expand Hash Forest and the DePIN network                   |
| **Algorithm / Model Providers**              | Rapidly wrap proprietary models into APIs and monetize usage                                        | Enrich the platform’s model catalog, boosting application diversity and overall call volume       |
| **GPU Compute Node Providers**               | Connect idle or commercial GPUs to earn SPT mining rewards                                          | Expand decentralized compute capacity, ensuring network elasticity and low latency                |
| **End‑Application Consumers (B2B / B2C)**    | Use AI applications powered by the platform (chatbots, generative content, analytics, etc.)         | Create real business scenarios and cash flow, validating platform technology and commercial value |
| **Web3 Investors & Governance Participants** | Stake/hold SPT for yield and participate in governance voting                                       | Supply liquidity and governance vitality, supporting long‑term ecosystem growth                   |