In this solo episode of The Tech Leaders Playbook, Avetis Antaplyan explores the rise of “invisible headcount” and why businesses should begin managing AI agents much like employees. He breaks down agent ownership, governance, offboarding, vendor lock-in, performance measurement, and the changing expectations for CIOs, CTOs, CISOs, and other technology executives. The episode offers a practical framework for organizations trying to scale AI responsibly while keeping accountability, cost, and business outcomes at the center.
What You'll Learn
• Why unmanaged AI agents are becoming an invisible organizational risk.
• How companies can assign ownership, budgets, access, and offboarding processes to AI agents.
• What technology leaders should measure instead of relying on AI usage as a vanity metric.
• When organizations should evaluate portability and vendor lock-in for their AI systems.
• The leadership skills required to manage people and AI agents simultaneously
Chapters
00:00 The Invisible AI Headcount
00:50 How Companies Govern AI Agents
01:30 The Risk of Unmonitored Agents
02:10 AI Spending vs. Business Impact
03:45 Treat Agents Like Headcount
04:15 Build One Management System
04:34 Measure Outcomes, Not Usage
05:20 Managing People and AI
06:52 Accountability Wins
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AI agents, AI governance, agentic AI, AI agent management, artificial intelligence, enterprise AI, AI leadership, AI accountability, AI risk management, AI strategy, technology leadership, AI workforce, AI agent monitoring, AI adoption, AI ROI, AI business outcomes, AI offboarding, AI vendor lock-in, Gemini Enterprise, Microsoft AI, Anthropic, New Relic, CIO, CTO, CISO, technology executives, Avetis Antaplyan, The Tech Leaders Playbook
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