How big is IBM's AI business so far?

IBM says its AI-related software sales and consulting engagements totaled more than $12.5 billion as of Q4 2025, up from $9.5 billion the previous quarter.

What is IBM Sovereign Core?

Announced at Think 2026, it is a platform designed to help enterprises build and operate AI-ready sovereign environments by embedding governance, compliance and operational control into the underlying infrastructure.

How many IBM employees use IBM Bob?

More than 80,000 IBM employees use IBM Bob, with users reporting more than a 45 percent increase in productivity.

Large Language ModelsAI Business & IndustrySiliconANGLE AI17h agoNov 10, 2026, 10:01 JST

IBM bets on hybrid cloud and governance for enterprise AI

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3 Key Points

What happened
IBM has assembled four pillars — agent orchestration, trusted data, intelligent operations and governance — through deals like Confluent, the IBM Sovereign Core platform and tools like IBM Bob, with AI-related bookings above $12.5 billion as of Q4 2025.
Why it matters
IBM is positioning itself as a one-stop shop for governed enterprise AI rather than chasing frontier models, leaning on trusted infrastructure and mainframe strength; whether that makes it the system of record or just another layer remains the open question.

WHO IT HITSEnterprise CIOs and IT operations teams weighing how to run governed AI agents on their own infrastructure are the audience IBM is courting, along with consulting and development teams that would use tools like IBM Bob.

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Context & Analysis

IBM's push comes as enterprises shift from AI pilots to production, a gap Deloitte research highlights: 54% of organizations plan to move at least 40% of their AI initiatives into production within six months, yet only 25% have done so today. IBM's answer is to productize workflow-level outcomes across a stack it says customers already trust, rather than compete on model capability.

The building blocks arrived in a steady drumbeat: a February partnership with Deepgram to add voice to watsonx Orchestrate, the global launch of IBM Bob two months later, the May 2026 completion of the Confluent acquisition to strengthen watsonx.data, and the repositioning of Concert into an agentic IT operations platform at Think 2026. IBM Sovereign Core rounded out the governance pillar.

The hybrid-cloud bet rests on a striking statistic from CEO Arvind Krishna: over 70% of enterprise data remains locked in on-premises systems. Recent earnings appear to support the strategy, with Red Hat revenue up 13% year over year and IBM Z revenue up 51%, as IBM embeds AI directly into its mainframes. BNP Paribas, with nearly 1,000 AI use cases underway, offers an early customer example of putting governance and use-case discipline ahead of becoming an AI company.

FAQ

How big is IBM's AI business so far?: IBM says its AI-related software sales and consulting engagements totaled more than $12.5 billion as of Q4 2025, up from $9.5 billion the previous quarter.
What is IBM Sovereign Core?: Announced at Think 2026, it is a platform designed to help enterprises build and operate AI-ready sovereign environments by embedding governance, compliance and operational control into the underlying infrastructure.
How many IBM employees use IBM Bob?: More than 80,000 IBM employees use IBM Bob, with users reporting more than a 45 percent increase in productivity.

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