Abstract: India's higher-education system faces a structural mismatch that generative AI is set to widen. Enrolment reached about 4.33 crore in 2021-22, yet graduate unemployment runs at roughly four times the national rate, and the entry-level IT-services jobs that absorbed graduates for three decades are shrinking. This report examines which skills, degrees and disciplines will … Continue reading The Next Decade of Indian Education – Which skills, degrees and disciplines will matter from 2026 – 2036
Why Asset-Light Operations Are Winning For Service Businesses
For a long time, a growing service business was expected to look heavier as it succeeded: more vans, more machines, more kit in a warehouse. That picture is changing. Many firms now try to stay asset-light, owning only what they use constantly and hiring or contracting the rest. The aim is not to look fashionable. … Continue reading Why Asset-Light Operations Are Winning For Service Businesses
Small Models, Big Money: How SLMs Will Reshape Financial Services
When Bankers Discovered Diet AI Financial services have always loved big things: big balance sheets, big buildings, big bonuses. So when generative AI arrived, banks naturally reached for the biggest models available. Then the cloud invoices came in, the compliance team read the data-sharing clauses, and someone in risk asked where exactly customer data was … Continue reading Small Models, Big Money: How SLMs Will Reshape Financial Services
Case Study – Pre Launch Market Research for Annapurna Kitchens
Abstract: Annapurna Kitchens, a Pune-based packaged foods company, launched Masala Mornings, a ready-to-cook breakfast range, in three Indian cities. A survey shows 78% of trial buyers like the product, yet only 11% buy it again. A ₹40 crore national rollout is planned for the Diwali quarter, and Head of Consumer Insights Meera Iyer has six … Continue reading Case Study – Pre Launch Market Research for Annapurna Kitchens
How does your thinking shapes your trust on AI
Some people look at a pie chart and instantly see the story. Others stare at the same chart, squint, and quietly wish someone would just give them the numbers in a neat table. If you have ever sat in a meeting where half the room loved the colourful dashboard and the other half asked for … Continue reading How does your thinking shapes your trust on AI




