# 5. Token Model ### 5.1 Ecosystem Roles xKnown's decentralized collaboration ecosystem revolves around $XKNOWN as the core engine, connecting data contributors, enterprise users, model developers, and governance participants through an incentive-aligned token system. Four primary ecosystem roles are defined: (1) Data Contributors * Individuals collect and upload voice data. * Earn $XKNOWN rewards based on data quality, usage frequency, and labeling accuracy. * Can authorize enterprises to license data for additional revenue sharing. (2) Data Consumers (Enterprises / Developers) * Enterprises (e.g. AI firms, corporate clients) submit data requests via DSP. * Pay data access and task customization fees using $XKNOWN. * Submit requests for semantic labeling, rare language collection, or multilingual training sets. (3) DSP Node Operators * Operate service nodes for task scheduling, data validation, and governance voting. * Stake $XKNOWN tokens as operational collateral. * Receive revenue shares based on contributions and governance participation. (4) Governance Participants * All token holders may participate in governance: * Propose or vote on data quality standards. * Decide buyback & burn parameters. * Vote on DSP upgrades and incentive model adjustments. ![](https://1077995149-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvVmV3wc78m8pN0WHh7B4%2Fuploads%2FHRDhIrpxaLTqYmfhpCvi%2F8.png?alt=media\&token=12550ac0-b07b-4edc-a711-a10a0b65c83c) ### 5.2 $XKNOWN Core Utilities * Upload Incentives: Rewards for uploading and labeling tasks distributed dynamically based on data quality. * Feature Unlocks: Unlock advanced Agent features (export formats, summarization templates, private model deployment) via $XKNOWN. * Data Trading Medium: Enterprises use $XKNOWN to purchase data access or custom tasks. * Platform Governance: Stake $XKNOWN to influence task priority, scoring rights, and revenue share design. * Node Staking: DSP nodes must stake $XKNOWN to guarantee service quality. ### 5.3 Deflationary and Long-Term Incentive Mechanisms (1) Buyback & Burn: * 50% of DSP revenue used for quarterly buybacks. * Purchased tokens sent to burn pool. * On-chain transparency ensures sustained supply reduction. (2) Multi-Platform Dual Incentive Model DSP Layer integrates with multiple leading AI data marketplaces. Cross-platform data transactions allow $XKNOWN participants to accumulate additional ecosystem incentive points alongside native platform rewards. This architecture amplifies reward multipliers, enhances user participation yields, and fosters long-term ecosystem synergies across multiple data networks. (3) Data Reputation and Compound Growth: * Contributors earn Data Reputation points based on data stability, usage, and supply activeness. * Reputation boosts data circulation weight. * Incentivizes long-term, high-quality data contribution compounding effects. ### 5.4 Growth Flywheel * AI Data Flywheel: Contributors upload → richer datasets → Agent Optimization → rising data value → enterprises purchase → recurring $XKNOWN usage → broader user participation → better model performance → attract more enterprises * Governance Flywheel: Users stake → governance optimization → node activity grows → task matching & data flow improves → transaction volume rises → $XKNOWN use cases expand. ![](https://1077995149-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvVmV3wc78m8pN0WHh7B4%2Fuploads%2FiTgOKsS09GWQ8VbhaIoG%2F9.png?alt=media\&token=3914fc4c-1cdb-4826-a116-83cf0ec007c9) ### 5.5 Token distribution & Vesting Plan The total token supply is distributed as follows: 37.5% allocated to Public Sale, 12.5% to the Liquidity Pool, 15% to the Team, and 35% to Ecosystem Development. Team and Ecosystem allocations are subject to a 12-month linear vesting schedule starting from October 20, 2025, following a one-month cliff period designed to build community trust. Public Sale and Liquidity Pool allocations are fully unlocked at launch, while vesting for the remaining portions proceeds on a monthly basis. All airdrop programs, early-stage private sales (including strategic VC rounds), incentive campaigns, and partnership grants are drawn entirely from the Ecosystem Development allocation. This structure ensures maximum long-term flexibility for platform growth, user acquisition, and strategic ecosystem expansion, while maintaining full transparency over total supply circulation.