Artificial Intelligence Adoption by Ramp Businesses: Company Size: Small Businesses
RAMPAISMBai adoptionFree tier
| Series ID | RAMPAISMB |
|---|---|
| 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: Company Size: Small Businesses observation, for 2026-10-01, is 51.229 Percent, up from 50.0217 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 | 51.229 Percent |
| Previous | 50.0217 (2026-09-01) |
| Change | 1.2072 (+2.4%) |
| First published value | 51.229 |
| Last release | 2026-11-11 |
| Vintages stored | 3 |
| Observations | 46 |
| Largest revision (5 years) | 2026-06-01: 61.2356 → 47.9759 |
Get it in Python
import finzdata as yf
df = yf.Client().macro("RAMPAISMB")
df.tail()Or chart it live on FinzData Explore.
Get a free API keySee history bundlesDownload free samples