Artificial Intelligence Adoption by Ramp Businesses: Overall
RAMPAIALLai adoptionFree tier
| Series ID | RAMPAIALL |
|---|---|
| Units | Percent |
| Frequency | Monthly |
| Category | ai adoption |
| Latest observation | 2026-10-01 |
| History | Point-in-time: every value as first published plus each revision, so backtests see only what was known on the day |
Latest reading
The latest Artificial Intelligence Adoption by Ramp Businesses: Overall observation, for 2026-10-01, is 56.7963 Percent, up from 55.8252 for 2026-09-01. It has not been revised since it was first published. 84.8% of observations in this history were revised after first release.
| Latest observation | 2026-10-01 |
|---|---|
| Latest value | 56.7963 Percent |
| Previous | 55.8252 (2026-09-01) |
| Change | 0.971 (+1.7%) |
| First published value | 56.7963 |
| Last release | 2026-11-11 |
| Vintages stored | 3 |
| Observations | 46 |
| Largest revision (5 years) | 2023-07-01: 27.1389 → 24.4923 |
Get it in Python
import finzdata as yf
df = yf.Client().macro("RAMPAIALL")
df.tail()Or chart it live on FinzData Explore.
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