Resources / Research report ·July 2026
The State of AI Adoption in B2B SaaS IT
What the developer and CIO surveys say about AI inside software companies: near-universal usage, shadow tools, agent sprawl, and what IT can actually see.
For CIOs, VPs of IT, and platform leaders at B2B software companies.
Key findings
- Software is the economy's highest-adopting sector, using AI at nearly double the national rate.
- Coding is the single largest use of AI, and the biggest line of AI spend.
- Governance and cost visibility trail the adoption, and shadow AI is already driving breaches.
Summary
Software companies adopted AI before anyone else, mostly from the bottom up. We pulled the developer surveys (Stack Overflow, GitHub, DORA) and the CIO-side data (Gartner, KPMG, Census, IBM) to show what that adoption actually looks like from the IT seat: who is using what, what it costs, and how much of it IT can see.
What you'll learn
Inside the report, across 5 sections:
- Why software is the highest-adopting sector in the economy.
- Why coding is the largest use of AI and the biggest line of spend.
- How close to universal AI use has become among developers and IT.
- Where the tripling of enterprise AI spend is actually going.
- How shadow AI got ahead of governance, and what it costs.