Real-time data lineage API that cryptographically verifies web-scrape origin and license validity before ingestion.
Validated on That's Missing platform | Status: Active Opportunity
Market Catalyst & News Trigger
"Meta relaxes scraping terms, exposing AI training data provenance risks"
Source: TechCrunch
| Published: 10/18/2026
The Workflow Friction
Enterprises face legal liability from unverified, tainted web-scraped data used in LLM fine-tuning pipelines.
Problem Summary
Real-world problem signal validation.
One-Shot MVP Builder Blueprint (48 Hours)
Browser extension and server-side API that tags scraped URLs with license metadata and blocks non-compliant sources.
Recommended Developer Tech Stack
- Rust
- PostgreSQL
- GraphQL