By Hamza Faisal
IBM is no longer just advising clients on AI transformation — it has rebuilt its own consulting business around it. The company has deployed roughly 6,000 AI agents across more than 150 internal consulting workflows, and it is now selling the same playbook to clients under a pitch it calls "human-digital" teams.
The numbers were shared by Mohamad Ali, senior vice president of IBM Consulting, in an interview published by the Financial Express on October 18. "We've now deployed about 6,000 unique agents that are integrated into over 150 of our workflows," Ali said, framing the move as a shift from bolting AI tools onto existing jobs to re-engineering how the work itself gets done.
The "human-digital" team pitch
At the center of the effort is IBM Consulting Advantage (ICA), the company's consulting platform, which now has a dedicated research and development team of more than 1,000 engineers. Ali said more than 2,000 live projects are running on ICA globally, with over 500 client deployments combining digital and physical labor — consultants working side by side with agents embedded in specific tasks.
IBM has also stood up what it calls forward deployed units: mixed teams of architects, domain specialists and AI engineers that go into clients to identify problems, redesign workflows, and build and deploy agent-based solutions. These teams work with AI models and infrastructure from multiple providers, positioning ICA as vendor-neutral plumbing rather than a locked-in stack.
Beyond tools, toward redesigned processes
The strategy builds on a year of internal dogfooding. In January 2026, IBM launched its Enterprise Advantage Service, giving clients access to expertise gained from scaling AI inside its own operations. IBM's consulting teams have been using ICA's agents to boost productivity by up to 50%, according to the company, and in November 2025 it integrated the platform with Microsoft 365 applications to put assistants inside Word, Excel, PowerPoint, Teams and Outlook.
"We have solved many of these challenges inside IBM by using AI to transform our own operations and deliver measurable results," Ali said at the time of that launch. The message this week is the natural extension: don't just deploy AI tools — redesign the business process around them.
The bigger consulting trend
IBM is racing against a broader industry pressure: corporate boards are demanding visible returns on AI spending, and consulting firms are being forced to prove their own products work before recommending them. By embedding agents into finance, HR and banking workflows — and pointing to 2,000 live ICA projects as evidence — IBM is trying to turn its internal transformation into a product clients can buy.
By Hamza Faisal
