The programme set out to do for Indian commerce what UPI did for payments. Four years on, the headline metrics hide more than they reveal, and the honest story may not be about retail at all.
Most companies frame remote-vs-office as a location question. The research consistently points to a different variable — here's what it is.
Most B2B SaaS growth plateaus around $3–5M ARR are not caused by bad luck or the wrong hires. They are caused by the three habits that closed the first 50 customers — still running at full speed.
MIT's Project NANDA analysed 300 enterprise AI deployments and found 95% delivered no measurable P&L impact. The reason is almost never the model. It's task structure.
The DPDP Rules were notified in November 2025 and most Indian SaaS teams are treating May 2027 as comfortable. It isn't. Here is what the Rules actually require you to build, in priority order.
Event-driven architecture replaces synchronous coupling with three quieter kinds: schema coupling, ordering coupling, and observability coupling. Each one is invisible in a demo and surfaces as a production incident.
Klarna's AI handled two-thirds of all customer chats and the efficiency metrics looked clean. CSAT on complex interactions told a different story. Here is the diagnostic and the hybrid model that holds up.
Section 65B of the Indian Evidence Act is gone. Its replacement requires hash values in court admissibility certificates, a procedural change most Indian businesses have not built into their document workflows yet.
Most passkey pilots succeed. Most migrations stall. Here are the three engineering problems that show up only in production B2B SaaS — and how to solve them before you're six months in.
In 2026 Postgres is the right default for almost every new project. But three specific workloads still favour MySQL — and migrating an existing codebase is rarely worth it without a concrete pain point.
Most AI strategy decks begin with what models can do and search for problems to apply them to. That is backwards. It explains why most AI pilots never reach production.
DuckDB can replace a cloud data warehouse for per-customer SaaS analytics below 100 GB per customer. The multi-tenant part requires one specific pattern, and it is not the one most tutorials show.
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