How I Actually Use AI as a Senior Executive

2026-05-08 · Source: Chris Shayan – Medium · Field: Business & Management — Corporate Strategy & Leadership, Operations & Process Management · Depth: Intermediate, medium

Summary

A senior executive details how they use AI, specifically Claude, as a "thinking partner" for high-stakes cognitive work, moving beyond basic tasks like email drafting. The author identifies three shifts in executive function: strategy development evolving from storytelling to rigorous stress-testing by AI, management transitioning from scheduled meetings to continuous signal detection via natural language queries on operational data, and decision-making improving through AI-powered triage to identify truly critical decisions. This approach helps executives uncover blind spots and focus on higher-value activities, challenging traditional notions of executive value. The author notes that while AI enhances efficiency, it also raises questions about the executive's unique contribution, which they suggest remains in human judgment, context integration, and emotional leadership.

Key takeaway

For CTOs and CDOs developing strategic initiatives, integrating AI as a "thinking partner" can significantly enhance decision quality and reduce blind spots. You should use AI to rigorously stress-test strategies and operational assumptions, moving beyond traditional inner-circle reviews. This approach allows you to present more robust plans and focus your valuable time on coaching and unblocking, rather than status updates, ultimately sharpening your judgment on truly critical decisions.

Key insights

AI transforms executive work by enabling rigorous strategy stress-testing, continuous signal-based management, and effective decision triage.

Principles

• Conviction through adversarial pressure is superior to echo chambers.
• Manage by signal, not just lagging indicators.
• Decision quality is an executive's scarcest resource.

Method

Use AI to systematically challenge strategic theses, query operational data for continuous insights, and triage incoming decisions by articulating clear criteria for executive-level involvement.

In practice

• Employ AI to "destroy" strategic proposals before presentation.
• Ask natural-language questions of operational data before 1:1s.
• Define "CEO-only decisions" criteria for AI-assisted triage.

Topics

• AI in Executive Leadership
• Strategic Stress-Testing
• Data-Driven Management
• Decision Triage
• Leadership Development

Best for: Executive, CTO

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Editorial summary, takeaway, and curation by AIssential. Original article published by Chris Shayan – Medium.