Mira Tavell

About Mira

Mira Tavell writes about applied AI and the conditions that make a capability useful in a real workflow. Her coverage includes AI products, agents, retrieval, evaluation, and automation, with attention to the relationship between system behavior and human responsibility. She examines what a tool is being asked to do, which inputs and permissions it needs, and how a team can recognize an unacceptable result. Her articles help readers define the task before choosing a product and assess the evidence behind a promising capability. Mira’s recurring interest is the full operating process: the output, the review it requires, the exceptions people must handle, and the costs that continue beyond the initial demonstration.

Specialties: AI products, Agents, Retrieval, Task evaluation, Workflow automation, Human oversight and operating costs.