Cimba Blog
Perspectives on governance, proactivity, and the case for AI that earns its place in high-stakes decisions.
Perspectives
·4 min readChoosing Where Human-in-the-Loop Belongs
Where on the human-in-the-loop spectrum does each AI workflow belong? Five points, four questions, deliberate placement.
Subrata (Subu) Biswas·May 14, 2026Perspectives
·4 min readProductive AI Isn't Proactive AI
Enterprise AI is sold on hours saved. Productivity is the wrong yardstick. Proactivity is the metric that matters.
Subrata (Subu) Biswas·May 7, 2026Best Practices
·4 min readWhat Good AI Governance Looks Like for an Ops Team
Finance has SOX. Ops has no equivalent. The five questions every governed AI workflow has to answer.
Subrata (Subu) Biswas·Apr 30, 2026Perspectives
·5 min readIf You Can't Audit It, You Can't Use It
Most enterprise AI was designed to impress a buyer in forty minutes, not to withstand an auditor for forty hours.
Subrata (Subu) Biswas·Apr 23, 2026Ready for less asking and more doing?
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