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Notes on AI for Indian business

Practical thinking on CRM, hiring, HR and IT service management — from the team building the Thunder suite.

Revenue29 Aug 2026· 6 min read

Why Indian SMBs are switching to AI-native CRMs

Lead scoring and pipeline automation aren't enterprise-only anymore. Here's how smaller teams get outsized results.

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Talent29 Aug 2026· 5 min read

Explainable AI in hiring: ranking candidates you can defend

Black-box screening erodes trust. Explainable matching lets panels see why a candidate ranks where they do.

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People Ops29 Aug 2026· 7 min read

Running Indian payroll and TDS without the month-end scramble

Statutory payroll is unforgiving. Structured workflows turn the last week of the month back into working days.

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Service29 Aug 2026· 5 min read

The best ITSM prevents tickets before they're raised

A live service-health board and a strong knowledge base deflect issues instead of just tracking them.

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