vs comparison
Nomic vs Togal.ai
Last reviewed: May 2026
Nomic is built for document intelligence across the full project stack. Togal.ai is built for quantity takeoff speed. Both read construction drawings — but they answer very different questions.
Choose Nomic if…
Architecture, engineering, and construction administration teams that need drawing intelligence, code compliance checking, submittal review, and project-wide document search.
Choose Togal.ai if…
Estimators and preconstruction teams that need the fastest, most accurate quantity takeoff from PDF drawings, with a built-in AI assistant for plan questions.
Key tradeoff
Togal.ai wins on takeoff speed and estimating-first UX; Nomic wins on the full depth of what it can do with a drawing — understanding content, checking code, reviewing submittals, and answering questions across the entire document stack.
Feature comparison
How they compare
| Feature | Nomic | Togal.ai |
|---|---|---|
| AI drawing intelligence (understand content, not just measure) | Partial — Caddie AI reads context for takeoff purposes | |
| Quantity takeoff from PDFs | ||
| Building code compliance checking | 380+ codes and standards | |
| Submittal review automation | ||
| RFI drafting grounded in drawings | ||
| Project-wide document search | Across drawings, specs, submittals, RFI history | Within plan sets only |
| AI chat for plan questions | TogalGPT — focused on quantities and plan navigation | |
| Drawing version comparison | ||
| Procore / ACC integration | Procore, ACC, Bentley, SharePoint, Egnyte | Excel export; limited direct integrations |
| Enterprise security | SOC 2 Type II, zero data retention, on-prem / VPC | Business plan includes security compliance and SSO |
| Minimum team size | 25 seats ($1,000/month minimum) | 1 user ($299/month) |
| AEC training data | Trained on 100K+ AEC drawings | Trained on construction plan sets for takeoff tasks |
Where Nomic wins
- Full drawing intelligence — Nomic understands what a drawing means (code violations, cross-sheet conflicts, specification deviations), not just what it measures.
- Code compliance across 380+ codes — no other platform in this comparison checks drawings against IBC, ADA, NFPA, and jurisdiction-specific codes with cited findings.
- Construction administration workflows — submittal review, RFI drafting, deviation reporting. Togal.ai has no CA capability.
- Project-wide document search — search across drawings, specifications, submittals, and RFI history in one query. Togal.ai is plan-set-only.
- Deeper integrations — native sync with Procore, ACC, Bentley, SharePoint, and Egnyte. Togal.ai primarily exports to Excel.
Where Togal.ai wins
- Takeoff speed and accuracy — Togal.ai is purpose-built for quantity extraction and reports 5x faster takeoffs at 98% accuracy. Nomic is not a takeoff tool.
- Estimating-first UX — Auto Measure, Auto Count, AI Zone Mapping, and voice interaction are tailored to how estimators actually work. Nomic is not designed for this workflow.
- Smaller team pricing — Togal.ai starts at $299/user/month with no seat minimum. Nomic requires 25 seats and starts at $1,000/month, making it inaccessible for small firms or individual estimators.
Choose Nomic if…
- Your team does drawing review, code compliance checking, or construction administration (submittals, RFIs)
- You need to search across the full project document stack — not just quantities from plan sets
- You are an architect or engineer who needs to understand what a drawing says, not just measure it
- Enterprise security, on-prem deployment, or Procore/ACC integration is a requirement
- Your team is 25+ seats and does project delivery rather than just estimating
Choose Togal.ai if…
- You are an estimator or preconstruction team that primarily needs quantity takeoff from PDF drawings
- Speed of takeoff is your primary metric — you need quantities in minutes, not a document intelligence review
- You are a small team or individual estimator who cannot meet Nomic's 25-seat minimum
- You want a conversational AI assistant (TogalGPT) specifically for asking questions about quantities and plan navigation
Frequently asked questions
Answers to common questions about this comparison.
Nomic is a document intelligence platform — it understands the meaning and content of construction drawings to support code compliance, submittal review, RFI management, and project search. Togal.ai is a quantity takeoff platform — it measures and counts elements in drawings to support estimating and preconstruction. Both read construction drawings, but they answer completely different questions for different roles.
No. Togal.ai does not check drawings against building codes, accessibility requirements, or fire protection standards. It is designed for quantity extraction, not compliance review. For code compliance checking against IBC, ADA, NFPA, and other standards, Nomic or InspectMind AI are better fits.
No. Nomic does not produce quantity takeoffs or BOMs. It is a document intelligence platform for drawing review, code compliance, submittal review, and project search. For quantity takeoff, Togal.ai, Kreo, and Autodesk Takeoff are purpose-built options. Many firms use both a takeoff tool and Nomic for different phases of the same project.
Togal.ai is a much better fit for small estimating firms. Nomic requires a 25-seat minimum at $1,000/month and is designed for larger AEC firms doing design and construction administration. Togal.ai starts at $299/user/month with a single-user option and is purpose-built for the estimating workflow.
Not directly — they solve different problems for different roles. Many AEC firms use a takeoff tool like Togal.ai or Kreo for preconstruction alongside Nomic for design review and construction administration. The overlap is minimal: both read drawings, but for entirely different purposes.
