Data Sources
| Vertical | Source | API | Cadence |
|---|---|---|---|
| FDA Enforcement | openFDA food enforcement database | api.fda.gov (public) | Daily |
| Gov Contracting | SAM.gov contract opportunities | api.sam.gov | Daily |
| SEC 8-K Filings | EDGAR full-text search index | efts.sec.gov (public) | Daily |
AI Analysis
Each item is processed through a language model to extract structured fields:
| Field | Description | Method |
|---|---|---|
| who | Company or entity name | Extracted from raw source data |
| what | Event type (≤10 words) | LLM extraction |
| why | Root cause (≤15 words) | LLM extraction |
| impact | low / medium / high severity | LLM classification |
Limitation: Impact scores are AI-generated triage signals, not legal or regulatory advice. Always verify against the primary source document before acting on this data.
Delivery
- Daily scrape runs at 6:00 AM UTC across all three sources
- AI analysis processes new items within minutes of ingestion
- Weekly digest emails sent every Monday at 8:00 AM UTC
- Paid API updated in real-time as items are analyzed
What we don't do
- We do not predict future enforcement actions
- We do not provide legal, regulatory, or investment advice
- We do not have access to non-public government data
- Impact scores are AI triage signals — always verify with the primary source
Questions or corrections
Found an error in our data or analysis? Email [email protected] with the item ID and we’ll investigate.