AI & Enterprise AI Model Strategy
Articles on enterprise AI model selection, vendor diversification, multi-model hedging strategies, and strategic decision-making around LLM procurement and deployment in corporate environments.
The Gateway Trap: Why Indian Enterprises Can't Afford to Skip AI Infrastructure
Satya Nadella warns that companies without their own AI models or an AI gateway layer risk extinction. This article examines five enterprise AI gateways—Bifrost, Cloudflare, Kong, LiteLLM, and Azure—and what Indian enterprises need to know about infrastructure, governance, and vendor selection in 2026.
The Double Tariff: Why Nadella Wants Enterprises to Own Their AI Intelligence
Microsoft CEO Satya Nadella warns enterprises they're paying twice for proprietary AI—once in cash, once in their own data. This article unpacks the hypocrisy, the escape routes, and why open-source, on-prem AI is no longer optional.
The Fable 5 Outage Proved What Smart Enterprises Already Knew About AI Risk
A VentureBeat survey of 145 enterprises shows two-thirds had already diversified their AI model vendors before the Fable 5 blackout — and most now treat multi-model hedging as non-negotiable infrastructure.