Davos 2026: Why AI Adoption Still Falls Short and What Truly Drives Enterprise Scale
By Raj Vattikuti, Chairman and Founder, Calibo TL;DR: Enterprises don’t lack AI ambition or experimentation. They lack a trusted, practical path from experimentation to production. AI scales when businesses can experiment safely in a governed sandbox, deliver bite-sized use cases, and move proven intelligence into production in an automated way—with trust and governance built in. Key takeaways As global leaders…
From use case chaos to control: Digital innovation framework and governance in Calibo
Most CIOs don’t struggle to generate ideas—struggle to prioritize them. This blog explains how structured governance and approval workflows—anchored in Calibo’s Digital Innovation Framework—bring order by standardizing evaluation, embedding controls, and aligning stakeholders. The outcome is a transparent, repeatable innovation pipeline that helps enterprises move faster, reduce risk, and focus investment on what matters most.
Why POCs Stall & the Real Causes of Slow Progress
Great ideas often get stuck in pilot. From unclear success metrics to weak data foundations and missing ownership, here’s why POCs stall—and what it takes to fast-track them into production.