India, Sept. 16 -- As Indian enterprises move from experimenting with generative AI to deploying it across business workflows, the focus is shifting from the number of pilots launched to whether those systems can deliver measurable value at scale. Production readiness brings a wider set of considerations, including model costs, data preparation, integrations, security, infrastructure, human oversight and ongoing monitoring.

Roshan Farhan, YC founder, Founder of MyriadAI and Enterprise AI Advisor, discusses the cost barriers to scaling AI, the use cases delivering measurable ROI, how enterprises should evaluate AI pilots, and where AI agents could create both productivity gains and new costs. He also outlines the AI capabilities he expect...