Dealcharts Context Creation - Turn Work Into Training Data
Every verified statement, explanation, and link becomes training-ready context with provenance.Each verified contribution is structured, cited, and linked — forming training-ready context for financial AI systems.
Contributors gain attribution and visibility now.
In future phases, Create-Data releases will generate revenue that's transparently shared among verified contributors.
Development Phases
Phase 1: Verified visibility (current)
Contributors gain attribution and visibility for their verified context contributions
Phase 2: Attribution analytics (up next)
Detailed dashboards showing citation impact and context usage across the network
Phase 3: Revenue-share releases (future)
Transparent revenue sharing when verified context appears in training datasets
What We Capture
- Verified facts (entities, shelves, roles)
- Explanations (why a metric changed)
- References (filings, charts, docs)
- Corrections & preferences (better summaries, A/B judgments)
Ethics & Provenance
Every artifact has an author, timestamp, source link, and license. PII is scanned and redacted. Opt-in flags control training use.