What is the main risk when scaling AI proof-of-concepts to production in India?
The major risk is assuming the PoC will scale directly. PoCs are built on clean, curated datasets, but when connected to real-time data pipelines from factory sensors or retail PO...
Open full answer
What should companies look for when choosing an AI project partner in India?
Companies should look for partners with operational experience in hardening models for India's patchwork digital infrastructure, not just slick demos. The ideal partner has cross-...
Open full answer
What are the biggest challenges when implementing AI projects for Indian businesses?
The biggest challenges include parsing unstructured data from regional formats (PDFs, scanned invoices, WhatsApp exports), dealing with inconsistent data governance across differe...
Open full answer
Why do AI project timelines often get delayed in Indian implementations?
Timelines stretch not during model building but when trying to integrate AI with legacy systems, which requires building custom middleware. This unplanned work often pushes go-liv...
Open full answer