The Cimba blog
Perspectives on governance, proactivity, and the case for AI that earns its place in high-stakes decisions.
PerspectivesSep 3, 20266 min read
We moved from dashboards to AI chat. Both still wait for you
Hundreds of thousands of conversational interactions a month says the move from dashboards to AI-BI agents was real. It did not move the bottleneck: someone still has to ask the right question at the right time.
Subrata (Subu) Biswas
PerspectivesAug 18, 20268 min read
Claude was honest. So why did it book it wrong in QuickBooks?
We asked Claude's QuickBooks connector to book a $2,000 loan payment. It predicted the miscode, ran it anyway, and booked principal as Interest Expense.
Vishal Das
PerspectivesAug 26, 20266 min read
From answers to actions: why the analytics agent has hit its ceiling
Getting the answer stopped being the hard part. A Next Best Action agent starts where the analytics agent stops: it decides, acts, and logs the outcome.
Cimba
Best PracticesJul 18, 20266 min read
Build or buy AI for ops? First ask your ROI goal and what a task costs
It is easy to build a V0 on frontier model SDKs. The build vs buy decision is about what happens after: cost per task, accuracy under cheaper models, and ROI you can attribute.
Subrata (Subu) Biswas
PerspectivesJul 14, 20264 min read
More tokens does not imply more ROI
Companies are chasing token consumption as if usage were value. In business operations it is not. Attribute ROI per token, or you are measuring the wrong thing.
Subrata (Subu) Biswas
Best PracticesJul 7, 20262 min read
Replace fragile Alteryx workflows with governed agentic flows
Import an Alteryx workflow into Cimba and evolve it in plain language, governed and audit by design.
Ankur Surana
PerspectivesMay 14, 20264 min read
Choosing 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
Best PracticesApr 30, 20264 min read
What 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
PerspectivesApr 23, 20265 min read
If 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
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