Insights
Plain-English articles on AI and Indian professional work.

Starter articles
| Title | Audience | Summary |
|---|---|---|
| Five GST questions your AI probably gets wrong | CFOs, tax heads | Common exception-driven failures, with the correct answers |
| Before your SAP agent posts GST on its own: a checklist | SAP finance leads | What to test, where, and how to set automation thresholds |
| Fluent and wrong: why AI errors in tax are hard to spot | Risk and audit | Why confident errors slip past normal checks |
| Test data vs training data, explained simply | Everyone | The exam and the textbook, and why they must stay apart |
| What happens to your AI after a GST rate change | Finance teams | How rule changes quietly break AI answers |
| How to read an AI report card | Buyers | Scores, severity, confidently wrong, ambiguous cases |
| Why we certify answers, not AI systems | Risk, legal | The difference, and why it matters |
| Choosing what to automate in finance operations | Shared services | A routing model based on measured error rates |
Publishing rules
- Every legal statement checked by the legal desk and dated.
- Examples synthetic; no customer names or results.
- Updated or marked out of date when the law changes.
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Articles — FAQ
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Are articles tax advice?+
No. They explain general principles using synthetic examples; consult a professional about your own position.
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