T-023 · Togal.AI
Togal
1. Identity
Togal. Company: Togal.AI. Parent: Not established from reviewed sources. Aliases: None recorded.
2. Task and user
AI-assisted detection, measurement and comparison of drawing elements for takeoff. Buyer roles: gc, specialty-contractor.
3. Stage, trade and project types
Quantity takeoff and estimating. Project-type coverage: Not established from reviewed sources.
4. Capability and evidence
Evidence V. Methods: computer-vision. AI-assisted detection, measurement and comparison of drawing elements for takeoff.
5. Inputs
Not established from reviewed sources
6. Outputs
Reviewed quantities linked to source sheet and geometry.
7. Source context
Revision, coordinates, units and evidence location are required before any Ciright mapping. Not established from reviewed sources unless stated in the limitation.
8. Human review
A specialist output cannot approve engineering, payment, commissioning or operational state.
9. Release state
Recorded as unknown. Last checked 2026-09-22. Geographic and language limits: Not established from reviewed sources.
10. Integration evidence
A public API link does not promote a connector to tested status. Read and write remain separate.
11. Commercial model
Quote required / not established from reviewed sources
12. Data rights
Not established from reviewed sources
13. Named use cases
No independently measured customer result is adopted from vendor marketing.
14. Limitations
Takeoff is not a priced bid; validate scale, exclusions, revisions and trade coverage.
15. Related financial events
No reconstructed financial event is linked to this company in the 34-row seed.
16. Alternatives
Compare only offerings that perform the same task. This page is not a ranking.
17. Ciright hypothesis
Reviewed quantities linked to source sheet and geometry.
18. Sansar relevance
Spatial use requires model revision, units and distinct Ciright/Sansar identifiers. Ordinary-screen review remains complete.
19. Sources
https://www.togal.ai/20. Correction history
Research edition dated 2026-09-22. No later correction recorded for this offering.
Claim evidence
- vendor-claimChecked 2026-09-22
AI-assisted detection, measurement and comparison of drawing elements for takeoff.
Supported by vendor or announcement evidence reviewed 2026-09-22. Not an independent test.
Tested context: Not established from reviewed sources
Connection assessment
Product prod-t-023 remains not assessed. A public product page is not a customer grant, a tested read, a tested write, or access to vendor AI outputs.
- Proposed: research hypothesis only
- Documented: not confirmed for this tenant
- Tested: unavailable — ESID administration is unresolved