Corporate AI adoption · through Sep 2026
How businesses are adopting AI
Interactive tracking of Ramp’s AI Index — adoption, spend per employee, and model market share. Built for Mike/Caffrey internal review.
Build 20261014-2149 · hard-refresh if this stamp looks stale
Overall adoption
Share of Ramp businesses with AI spend · Ramp vs Census Bureau estimate
Sector Differential — Penetration × ARPU
Latest month · sector AI adoption vs median PEPM (ARPU proxy) · overall median dashed
Vendor leaders
Latest month adoption rates
Provider API spend share
Latest month model spend rollup
Adoption
AI adoption
Share of Ramp businesses with any AI-related card spend. Census estimates from the Business Trends and Outlook Survey.
Ramp Overall
Optional Census Bureau estimate overlay
Overall + Models
Vendor adoption lines · Anthropic / OpenAI / Google / xAI / DeepSeek · Ramp Overall dashed
Sector
Adoption by NAICS sector over time
Business Size
Adoption by business size over time
Spend per employee
AI spend per employee (PEPM)
Median and top-decile / top-percentile AI spend per full-time employee per month. Cross-dimension views use Filter Mode ALL-state slices.
Overall
Median · Top 10% · Top 1% PEPM
Sector
Median PEPM by sector over time
Business Size
Median PEPM by FTE segment over time
Sector · sizes over time
Filter Mode · state=ALL · financing=ALL · pick a sector → Small / Medium / Large
Large · sectors over time
Filter Mode · state=ALL · financing=ALL · Large only · each line is a sector
Medium · sectors over time
Filter Mode · state=ALL · financing=ALL · Medium only · each line is a sector
Small · sectors over time
Filter Mode · state=ALL · financing=ALL · Small only · each line is a sector
Latest month · sectors × sizes
Sector + Financing Status
Filter Mode · state=ALL · size=ALL · pick a sector → VC-backed / PE-backed / Other
Model market share
API spend share by model
Provider rollups from Ramp’s model breakdown. Cross-dimension Filter Mode model data is limited to Technology and media and Professional, scientific, and technical services.
Overall
Provider API spend share over time
Top named models
Sector
All providers · pick a sector
OpenAI · by sector
OpenAI API spend share across sectors over time
Anthropic · by sector
Anthropic API spend share across sectors over time
Business Size
All providers · pick a size segment
OpenAI · by business size
OpenAI API spend share across Small / Medium / Large over time
Anthropic · by business size
Anthropic API spend share across Small / Medium / Large over time
Sector + Business Size
Filter Mode · state=ALL · financing=ALL · roll up model_share by provider
Sector + Financing Status
Filter Mode · state=ALL · size=ALL · provider share for selected sector × financing