Vendor survey: CIOs say agents are multiplying faster than IT can govern them

Start with who paid for it. Dataiku, which sells a platform for building and governing AI, commissioned The Harris Poll to survey 685 CIOs across eight countries in July. It released the results on September 24, the same day it launched a product that inventories and monitors AI agents across vendors. Read the findings as a signal, not neutral fact.

The signal is still worth reading.

What the CIOs said

• 84% agree employees are creating agents and AI apps faster than IT can govern them.
• 83% lack standardized lifecycle management for agents. 47% have already retired more than 20 agents this year.
• 21% report full, near-real-time visibility into AI costs, attributed by business unit, team or use case.
• 28% consistently measure both operational performance and business outcomes across all their agents. 76% say their organization lacks mature ROI measurement across all or most AI initiatives.
• When an agent goes wrong, there's no consensus on who owns it. Answers split between shared teams (23%), central IT (21%), the data or AI team (20%) and security or risk (18%).
• 72% expect their AI budget to be cut or frozen if performance targets aren't met by the end of 2026.

Read the headline carefully

The release headline says 81% of CIOs have "lost oversight" of their own agents. The underlying finding is narrower. According to the release and Dataiku's report page, 81% lack complete oversight of agents created outside approved systems or formal channels. In the same survey, 90% said they were confident they track all their agents.

Those two numbers aren't really in conflict. They describe the gap. Leaders believe they can see the official agents, while the ones employees build or switch on themselves stay out of view.

Why this reaches smaller companies

These are big companies. SiliconANGLE reports that respondents came from businesses with more than $500 million in revenue. A 150-person firm has no CIO, no data team and no risk office to argue over ownership.

That makes the pattern more relevant to smaller firms, not less. Mid-market companies pick up agents mostly through software they already pay for. Their CRM, help desk and HR tools are all adding agents, often turned on by default or with one admin click. With no central IT, "shared ownership" usually means no owner.

The practical takeaway

You don't need a governance platform to act on this. You need a list:

1. Register: every agent running in your business, including the ones inside SaaS tools, and what each can read or change.
2. Owner: one named person per agent. Not a department.
3. Cost line: what each agent costs per month, including the staff time spent checking its work.
4. Kill rule: the condition under which you turn it off.

Retiring an agent should be a normal decision, not an incident. By the survey's own numbers, large companies are already retiring agents in batches. The difference is whether anyone can say why.