Why Some AI Use Cases Should Never Leave the Pilot Stage
AI pilots are useful because they allow organisations to test an idea before committing significant engineering resources to production. But proving that AI can perform a task is not the same as proving that the use case is worth deploying across the business. That distinction is becoming increasingly important as enterprise experimentation grows. Deloitte’s 2026 […]
Why AI Implementation Should Be Managed as a Business Capability
Many organisations no longer have a shortage of AI ideas. Business teams can identify processes that could benefit from automation, employees are experimenting with AI tools, and leadership teams increasingly understand where AI could improve operational performance. The more difficult problem is implementation. Each opportunity still needs to move through process analysis, system design, integration, […]
Why Enterprise AI Programs Stall Between Strategy and Execution
Enterprise AI has moved well beyond experimentation. Organisations are investing in generative AI, automation, AI agents, and internal AI applications across finance, customer operations, HR, sales, reporting, knowledge management and more. Many leadership teams have already identified promising use cases and established priorities for where AI could create business value. The more difficult stage begins […]