AI Isn’t Plug and Play: Operational Discipline in the Age of Agents
Автор: AI Chronicles
Загружено: 2026-01-05
Просмотров: 15
Описание:
AI adoption is moving fast - but maturity is not about how many models or agents an organization deploys.
This episode explores what real AI maturity looks like inside organizations navigating rapid change. Melania Calinescu, founder of AI4ALL Solutions and I, talk about why many companies are stuck between experimentation and scale, how hype and FOMO derail long-term strategy, and what it actually takes to operationalize AI responsibly.
The conversation breaks down:
Why AI is not plug-and-play
The shift from pilots to measurable business value
Operational discipline as a prerequisite for scale
The role of data governance, feedback loops, and human-AI boundaries
How leaders can move from reactive chaos to systemic, long-term thinking
If you’re building, deploying, or leading AI initiatives, especially beyond demos, this episode focuses on the unglamorous but essential work that determines whether AI succeeds or fails in production.
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