| Pricing model | One-time build fee | Per-seat subscription on top of Procore |
| Data ownership | ✓ You own model + data | ° Data in Procore tenant |
| On-prem deployment | ✓ Yes | × SaaS only |
| Customization to your workflows | ✓ Built per project | ° Configurable, not custom |
| Recurring cost after year 1 | $0 (optional retainer) | Same per-seat fee |
| Setup time | ~14 days | Days to enable, weeks to adopt |
| Vendor lock-in | ✓ None — source ships | × Tied to Procore |
| Out-of-Procore data sources | ✓ Email, Bluebeam, SharePoint, etc. | ° Within Procore |
| RFI triage | ✓ | ✓ |
| Daily log synthesis | ✓ Voice-first | ° Templates |
| Air-gap support | ✓ | × |