Both automate AEC document review — but Nomic covers the full project document layer while Ichi focuses on structured submittal workflows.

Firms that need broad document intelligence across the full project lifecycle — drawing review, code compliance, specification search, and submittal automation as one integrated platform.
Firms whose primary bottleneck is submittal and RFI review, especially those running Procore-first workflows and wanting a focused, easy-to-deploy solution without a large seat commitment.
Ichi goes deep on the submittal/RFI workflow and is faster to deploy; Nomic covers more use cases and goes deeper on drawing-level intelligence and code compliance.
Feature comparison
How they compare
| Feature | Nomic | Ichi Automation |
|---|---|---|
| Automated submittal review against specs | Full — extracts, compares, generates deviation report | Full — 87% faster with 99% accuracy claim |
| Automated RFI response drafting | Searches specs + drawings for relevant sections | Native — drafts from spec + prior RFI context |
| Building code compliance (380+ codes) | Limited code references only | |
| Drawing set intelligence (parse + search) | Full — trained on 100K+ AEC drawings | Document search; no drawing-layer parsing |
| Cross-discipline drawing conflict detection | Via drawing review workflow | |
| Natural language search across full project archive | Multimodal — text + drawing content | Text-based document search |
| Procore integration | Deep native integration | |
| Autodesk Construction Cloud integration | Limited | |
| Developer API | Full Drawing Parse API + REST | |
| Enterprise on-prem / VPC deployment | ||
| Minimum commitment | 25 seats | Flexible — smaller teams supported |
| Time-to-value / onboarding | Moderate — full platform setup | Fast — focused workflow, fast to deploy |
- Covers the full document stack — Nomic handles drawings, specs, submittals, code compliance, and project search in one platform. Ichi is excellent but scoped to submittals and RFIs.
- Building code compliance against 380+ codes with cited reports. Ichi references code but does not do full compliance checking.
- Drawing-layer intelligence: Nomic can parse the content of drawing sheets, answer questions about specific drawing conditions, and cross-reference across a full CD set. Ichi works at the document level.
- Broader integration ecosystem: Autodesk Construction Cloud, SharePoint, Egnyte, Bentley, and others — not just Procore.
- Full developer API for custom workflows and internal tool building.
- Faster to deploy for submittal-focused workflows — Ichi's Procore-native approach means firms can be live with submittal automation in days rather than weeks.
- Claims 87% faster submittal review and 99% accuracy — strong case study data for Procore-heavy construction teams.
- Better for smaller firms that can't meet Nomic's 25-seat minimum — Ichi supports more flexible team sizes.
- More specialized focus can be an advantage: Ichi does one thing (submittals and RFIs) and does it very well without the complexity of a broader platform.
- Your firm needs more than submittal review — drawing search, code compliance, or full project archive intelligence are also priorities
- You use multiple construction platforms (not just Procore) and need broad integration coverage
- You need enterprise-grade security with on-premise or VPC deployment options
- You want to build custom AI workflows on top of AEC documents using an API
- You're a large firm (50+ users) that needs a unified platform for multiple document workflows
- Your primary pain point is specifically submittal review and RFI response time
- You run a Procore-first workflow and want deep, native integration with minimal setup
- You want to get value quickly — Ichi's focused scope means faster onboarding
- You're a smaller team that can't commit to 25+ seats
Answers to common questions about this comparison.



