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7%
#7
Summary
- QumulusAI has the highest adoption among small-to-medium businesses (9%), compared to mid-market (< 1%), enterprise (< 1%), and micro-SMB (7%).
Are businesses buying QumulusAI?
Key stats
7%
SMB, 100%
21%
#6
#1
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 9% |
| Mid-market | 0% |
| Enterprise | 0% |
Procure QumulusAI with Ramp
See all vendors in Wholesale GPU CapacityHave feedback?AI agents handle purchasing from source to payment. Employees buy faster. Finance controls every dollar.
- Matches POs to invoices automatically
- Manages intake, approvals, and vendor onboarding in one system
- Enforces policy controls before purchases are made
About this data
These insights come from Ramp’s procurement and renewal data, built on real-world transactions observed across our platform. Figures represent aggregated observations from Ramp Procurement and Renewals activity.
| Date | Competitor switch rate | Dominant FTE segment | Adoption rate (Enterprise) | Adoption rate (Mid-Market) | Adoption rate (SMB) |
|---|---|---|---|---|---|
| Aug 2026 | 21% | SMB, 100% | 0% | 0% | 9% |
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