> For the complete documentation index, see [llms.txt](https://docs.lingoai.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.lingoai.io/introduction/languagedao/data-request-process.md).

# 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:

<figure><img src="/files/mXt2y8SfdrQKpUHLtA9S" alt=""><figcaption></figcaption></figure>

**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**.