Enterprise AI adoption shifts toward governance and infrastructure

enterprise AI AI governance AI agents cybersecurity AI infrastructure

Organizations are transitioning from AI pilots to production, with a growing emphasis on governance, security, and infrastructure. Research from Deloitte indicates that while 54% of organizations plan to move at least 40% of their AI initiatives into production within six months, only 25% have achieved this to date.

IBM is positioning itself to meet this demand by leveraging its hybrid computing assets and governance capabilities. The company is building an enterprise AI operating model centered on four pillars: agent orchestration, trusted data, intelligent operations, and governance. Meanwhile, the rise of AI agents is driving new technological requirements. LexisNexis Risk Solutions has introduced Know Your Agent (KYA) intelligence to help government agencies distinguish between human users and AI agents, noting that agentic traffic grew by over 750% in the first half of 2026.

Security and compliance remain critical concerns. In the financial sector, a New Relic study found that 22% of financial service providers use AI agents in production without systematic monitoring, creating risks for IT security and regulatory compliance. Additionally, the emergence of “shadow AI” is prompting leaders to move toward sanctioned, governed tools to prevent the leakage of intellectual property and confidential data.

Entities

Anthropic · CNCF · F5 · Global Technology Industry Association · IBM · ITSEC Asia · Jason Baden · LexisNexis Risk Solutions · New Relic

Claims

What the coverage asserts, and how many sources carry each claim.

[○ 1 SOURCE] Anthropic's system prompt and constitution explicitly state that Anthropic's interests come ahead of the user's. www.cityam.com
[○ 1 SOURCE] Agentic traffic grew by over 750% in the first half of 2026. cryptobriefing.com
[○ 1 SOURCE] IBM's AI-related software sales and consulting engagements totaled more than $12.5 billion as of Q4 2025. siliconangle.com
[○ 1 SOURCE] 54% of developers with independently managed tooling use hybrid approaches for AI workflows. www.cncf.io
[○ 1 SOURCE] Only 25% of organizations have moved AI initiatives into production today. siliconangle.com
[○ 1 SOURCE] 22% of financial service providers use AI agents in production without monitoring their activities. www.infopoint-security.de
[○ 1 SOURCE] 54% of organizations plan to move at least 40% of their AI initiatives into production within six months. siliconangle.com
[○ 1 SOURCE] Octonomy Knowledge Agent achieved a 96% correct answer rate in an independent test by Tolly Group. www.b-und-i.de