INDUSTRY VOICES
Perspectives from people shaping enterprise AI
Independent contributions from founders, industry experts, practitioners, researchers, executives and specialists sharing experience, analysis and ideas across the technologies and business questions covered by aiautomatein.

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The Workflow That Keeps Running After an AI Agent Stops
An AI agent stops responding, but queued work, delegated tasks and active credentials may remain. Gleb Tsipursky explains the need for revocation receipts, accountable owners and tested stop controls.
Read the contribution →: The Workflow That Keeps Running After an AI Agent Stops -

Following One Approved Task Through an AI Workforce
One approved business request becomes several agent assignments. Mahmoud Zalt follows a meeting reschedule through handoffs, retries and verification to show what an AI workforce must establish before reporting completion.
Read the contribution →: Following One Approved Task Through an AI Workforce -

AI-Powered Cross-Cloud Replication: The Next Cloud Lock-In Will Be Intelligence, Not Infrastructure
AI-powered cross-cloud replication may reduce infrastructure dependence while creating a new form of lock-in around recovery intelligence, decision logic and orchestration. Sudipto Zephyr Ghosh examines what enterprises should test before that dependency becomes difficult to reverse.
Read the contribution →: AI-Powered Cross-Cloud Replication: The Next Cloud Lock-In Will Be Intelligence, Not Infrastructure
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