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Enterprises Face Hurdles in Scaling AI Adoption Despite its Business Growth Potential
Importance: 85/1008 Sources
Why It Matters
Successful AI integration is critical for future business competitiveness and growth, but current enterprise challenges in moving beyond pilots to production necessitate strategic investments in infrastructure, organizational redesign, and specialized services.
Key Intelligence
- ■An IBM study indicates AI is poised to drive significant business growth through 2030, but many companies struggle with effective adoption.
- ■Despite billions invested, only 5% of integrated AI pilots yield measurable business value, with nearly half of initiatives abandoned before production due to infrastructure limitations, not the AI models themselves.
- ■Leading companies are focusing on overcoming these bottlenecks by addressing data accessibility and rigid systems, and by redesigning work to become 'AI-native'.
- ■IBM is launching new services, such as the Enterprise Advantage Service, to help businesses scale agentic AI and responsibly embed machine learning and GenAI into operations.
- ■The World Economic Forum highlights strategies for building AI-native companies and harnessing AI growth effectively.
Source Coverage
Google News - AI & Models
1/19/2026IBM Study: AI Poised to Drive Smarter Business Growth Through 2030 - PR Newswire
Google News - AI & Models
1/19/2026What works in AI: The leading companies turning AI into real-world impact - The World Economic Forum
Google News - AI & Models
1/19/2026How to build an AI-native company and harness AI growth - The World Economic Forum
MIT Technology Review - AI
1/19/2026Going beyond pilots with composable and sovereign AI
Google News - AI & Models
1/19/2026IBM Launches Enterprise Advantage Service to Help Businesses Scale Agentic AI - IBM Newsroom
Google News - AI & Models
1/19/2026I lead IBM Consulting, here’s how AI-first companies must redesign work for growth - Fortune
Google News - AI & Models
1/19/2026How banks are responsibly embedding machine learning and GenAI into AML surveillance - Compliance Week
Google News - AI & LLM
1/19/2026