Before vs After FinFeedAPI
| Platform workflow | Before | After (with SEC API) |
| Detection of new filings | Periodic checks or delayed ingestion of SEC filings. | Near real-time filing discovery keeps company data up to date. |
| Processing volume | All filings processed equally, creating noise. | Targeted filtering limits processing to relevant filings. |
| Handling long documents | Full documents reviewed or parsed manually. | Item-level extraction pulls only meaningful sections. |
| Data structure | Raw HTML or text stored with limited structure. | Structured content and JSON output ready for downstream systems. |
| Update speed | Company profiles updated hours or days later. | Faster updates aligned with filing publication time. |
| Scalability | Manual review slows expansion to more companies. | Automated ingestion supports large-scale coverage. |
| User trust | Data feels outdated or incomplete. | Users see current, filing-backed company data. |
| Operational effort | High maintenance and manual work. | One unified SEC API reduces operational overhead. |







