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Most agentic AI programmes fail not because the technology disappoints, but because the operating model around it was never honestly mapped. A diagnostic, designed for boards and executive committees to run on themselves before the next pound is committed.
Seven months remain between now and the FCA’s summer report. The firms that use them well will not be the ones with the largest AI budgets — they will be the ones that have honestly mapped where their existing accountability frameworks bend under autonomous decision-making, and have started to redesign before the supervisor asks them to.
That question, posed by Harvard Business School professor Dr. Karim Lakhani in Microsoft’s 2026 Work Trend Index Annual Report, is not rhetorical. It is the…
The emergence of large language models and agentic AI systems presents an opportunity to fundamentally rethink enterprise automation. Rather than building tools for human workers, we can now construct platforms where AI agents are the primary executors.
