Automated data extraction — Regex/Pattern vs AI Extraction, over 3 years.
| Cost item | Regex/Pattern | AI Extraction | Notes |
|---|---|---|---|
| Initial build / setup | One-time. AI setup is lower — no pattern libraries to build. | ||
| Format break fixes / yr | $0 | Regex breaks when a carrier changes their PDF layout. AI handles it automatically. | |
| New carrier onboarding / yr | $0 | Regex requires new pattern per carrier. AI generalizes. | |
| AI API cost / yr | — | ~60 clients × 12 months × token cost. Scales linearly. | |
| Ongoing maintenance / yr | — | Minor prompt tuning, edge case review. Low-touch. | |
| 3-year total |