Jayesh Sanghvi’s Post

View profile for Jayesh Sanghvi, graphic

EY | Office Managing Partner | AMCHAM | TiE Hyderabad

Our latest report on Gen AI

View profile for Mahesh Makhija, graphic

India Technology Consulting Leader, EY

Is Generative AI beginning to deliver on its promise in India? Innovation in Generative AI (GenAI) continued at a frenzied pace in 2024. Many companies in India launched proofs of concept (POCs) while deploying their first GenAI-powered apps into production. Big tech vendors brought their models to India with a range of options for enterprise users. Start-up innovation was rapid across a range of domains, including language, which saw the introduction of a raft of Indic models to cater to our unique needs and culture. We also saw the first graphics processing unit (GPU) clouds ready to offer GPUs on tap to enterprises. However, against this vibrant backdrop, the pace of delivery of value for enterprises is still slow. Problems of hallucination and alignment of LLM responses with enterprise policies are still not fully resolved. Data privacy and data sovereignty concerns prevail and are especially acute in more regulated industries. Also, the cost equation has been quite dynamic for Indian enterprise users of LLM services, slowing down investment decisions. This report probes the value-cost question for GenAI and recommends a two-speed approach. On one hand, companies need to continue rapid experimentation but in a more programmatic and guided fashion. They will have to structure their innovation programs, by moving beyond a slew of shiny POCs to focus on those that can, if successful, really drive full scale functional transformation. The mandate is clear –get POCs out of labs and into useful production deployments. However, in parallel, there is also a lot of heavy lifting to be done to build the enterprise AI platform to support transformation. This platform integrates GenAI approaches with the front-end experience platform, the automation framework, ‘classical AI’ approaches and a modern data stack. Read the full report: https://lnkd.in/gZW-cRAZ #EYIndia #AIdea #GenAI #AI Rohit Pandharkar, Rakesh kaul Punjabi, Vijay Shankar, Santosh Tiwari, Gaurav Goyal, Rajnish Gupta, and Ruchi Chawla

Is Generative AI beginning to deliver on its promise in India? AIdea of India update

Is Generative AI beginning to deliver on its promise in India? AIdea of India update

ey.com

To view or add a comment, sign in

Explore topics