The gap
The public web is curated: people publish their best work, their polished opinions, their successes. Real work is messier — drafts, mistakes, recoveries, judgment calls.
Why models need the real thing
- Doing vs describing. Web text describes work; operational data performs it.
- The full distribution. Real records include failures and edge cases, not just highlights.
- Ground truth. Outcomes are recorded, not claimed.
The market proof
The shift from scraping to licensing — documented in reported deals worth hundreds of millions (Reuters) — is the market pricing exactly this difference.
What this means for partners
Companies hold the real thing. The typical qualifying profile is 50+ full-time employees at peak. Introduce one to SourceX; if a deal closes and SourceX collects its fee, you earn 25% of that fee, up to $100,000 per company.
Refer a company · How rewards work
Common questions
Why is human-generated operational data better than web data for AI?
Human-generated operational data shows what people actually do at work, including drafts, mistakes, and judgment calls. This is more valuable than web data, which is curated and only shows polished opinions or successes. Operational data offers the full distribution of real work.
What distinguishes operational data from web text for AI models?
Operational data performs work, while web text merely describes it. Real records in operational data include failures and edge cases, providing a fuller picture than highlights found on the web. It also offers ground truth, as outcomes are recorded, not just claimed.
What type of companies qualify for SourceX partnerships?
Qualifying companies typically have 50 or more full-time employees at their peak. These companies hold valuable, real operational data that is essential for AI models seeking a complete and accurate understanding beyond curated web content.
How do partners earn rewards by introducing companies to SourceX?
Partners earn 25% of the fee SourceX collects if a deal closes and is paid, up to $100,000 per company introduced. Rewards are a share of SourceX's collected fee, and payment occurs only after a successful deal completion and fee collection.
