Insights · from the workshop floor

Ideas behind the
products we ship.

No-hype writing on applied AI — for law, tax, voice, safety and business. Written by the people actually building the tools, not a content team.

6 flagship deep dives11 products explained0 hype

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We write about what we had to figure out to make it work in production.

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Featured · Legal AI · 6 min read

Why Indian legal work is being rebuilt around grounded AI

Generic chatbots hallucinate case law. The next generation of Indian legal tools is being built the opposite way — grounded, cited and auditable.

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04 articles · one per product

Tax & Finance · 7 min read

Old vs New tax regime in FY 2025-26: how to actually decide

For FY 2025-26 the new regime got dramatically more attractive — but 'new is better' is still wrong for millions of people. Here's how to actually decide.

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Voice AI · 6 min read

AI voice agents in 2026: what actually works for Indian businesses

AI voice agents finally sound human enough to trust with real calls. Here's where they work in Indian businesses today — and where they still don't.

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Safety & Privacy · 5 min read

On-device safety AI: privacy-first protection for real life

Most safety apps send your location to a server you'll never see. On-device AI flips that — protection that works even offline, and never leaves your phone.

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Health & Fitness · 5 min read