Data Request Process

Data Recipient Request Process

When a business requests data from LanguageDAO, the process follows a structured workflow to ensure transparency and compliance with DAO policies:

Step 1: Data Request Submission

• Businesses submit a request detailing:

  • Type of Data (speech, text, translation, conversational datasets, etc.)

  • Volume & Format Requirements

  • Intended Use (AI training, NLP research, commercial application)

• Recipients may stake tokens as a commitment to ensure responsible data usage and payment insurrance.

Step 2: DAO Governance Review & Approval

• The request is evaluated by the DAO community based on:

  • Data availability

  • Ethical considerations

  • Pricing models

  • Contributor compensation

• A governance vote is conducted to approve, modify, or reject the request.

Step 3: Smart Contract Execution & Payment

• Once approved, a smart contract is executed, ensuring:

  • Recipients' payments are locked and only released upon delivery.

  • Data contributors are rewarded fairly.

  • Funds are distributed transparently within the DAO.

Step 4: Data Delivery & Compliance Check

• Recipients receive access to the requested data via SOLID.

• The DAO monitors compliance to prevent misuse or unauthorized reselling of datasets.

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3. Benefits of This Model

✅ Fair & Transparent Data Economy – Businesses access high-quality linguistic data while ensuring contributors receive fair compensation. ✅ Decentralized Decision-Making – Prevents centralization and monopolization of language resources. ✅ Web3-Powered Data Marketplace – Trustless, auditable transactions via blockchain smart contracts. ✅ Privacy & Ethical Compliance – Data access adheres to GDPR and fair AI training practices.