AI Systems Help Executives Turn Meetings Into Decisions
McKinsey's report describes executive AI tools that capture leadership judgment and speed up approvals at one company.
Updated on Nov. 8, 2026 in Artificial Intelligence
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McKinsey has published a report on executive AI systems designed to capture CEO decision-making expertise. One company that adopted such a system reported 30 percent more decisions ready for approval at first presentation within a few months.
Why it matters
Leaders often spend large amounts of time in meetings that end without decisions, requiring costly follow-up. Tools that convert executive experience into a shared organisational resource could reduce that repetitive work and free senior time for strategy.
The executive AI system draws on leaders' documents, emails, meeting notes and other work records to build an accessible knowledge base, with five functions spanning prioritisation, decision recording, real-time support, strategy testing and outcome learning. The report does not describe how the system performs outside the single company it profiles.
The players
McKinsey
McKinsey is a global management consultancy that publishes research on corporate strategy, operations and technology adoption.
The details
The system captures information from executives' work records to build a knowledge base for employees and supports decisions in real time. According to the report, one company's chief executive attended 1,800 meetings in the previous year, and the organisation developed around 100 reusable resources documenting leadership standards.
Timeline
The report describes results from the previous year, when nearly 500 of the CEO's 1,800 meetings ended without decisions.
Decision support could begin returning usable time within the first month of adoption, according to the report's projections.
The operating model could be recalibrated after two to three months of adjustment.
Roadmap
The report positions executive AI against the Harvard Business School finding that CEOs average 62.5 hours a week, with less than half spent advancing strategic priorities. It frames these tools as an attempt to convert senior judgment into a reusable organisational asset rather than a replacement for leadership.
Employees who work alongside senior leaders may find decisions reached faster and meetings producing more firm outcomes if similar tools are adopted. Companies deploying such systems would need to manage how executive knowledge is recorded and accessed across the organisation.
The takeaway
Executive time is scarce, and turning past decisions into accessible knowledge may let leaders spend more of their hours on strategy. Organisations weighing these tools should measure outcomes over time rather than relying on a single reported result.
Further reading
Explore more on Artificial Intelligence developments shaping how organisations make decisions.
Source note: This article includes information reported by NewKerala.
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