Topic Archive

Automation

A focused view of Ramba writing on this part of AI agent rollout, enterprise governance, and internal operations.

2 articles

What Anthropic's Economic Research Means for IT Automation

Anthropic's work-automation research points to a practical lesson for internal teams: the best automation targets are repeatable tasks with clear approvals, bounded systems, and measurable operational outcomes.

Artur ZadorozhnyMarch 10, 20268 min read

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AI Agents Automation IT Operations

Which Internal Workflows Should AI Agents Automate First?

The best first rollout for enterprise AI agents is not the broadest one. It is a narrow set of internal workflows with clear policy, high repetition, and obvious operational drag.

Artur ZadorozhnyMarch 5, 20267 min read

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