Industry Experts Emphasize Data and Operating Models for Scalable AI Adoption
Industry leaders from IBM Consulting India and Infosys highlight that successful AI adoption in enterprises depends more on robust operating models and trusted, well-governed data than on AI models alone. They emphasize redesigning workflows, investing in foundational capabilities, and ensuring data quality and governance to move beyond pilot projects. Both stress the importance of combining industry expertise with technology fluency and integrating AI with secure, scalable data infrastructures to achieve tangible business outcomes.
First-hand measurement across 2 sources
We measured how 2 outlets covered this story. No outlet gave this story a measurable political slant — there is no left–right reading to report. Overall sentiment is positive (75/100). Lens Score 37/100.
Outlets measured: thefinancialexpress, thefinancialexpress. See how each one headlined and framed the same story in the source comparison below.
AI Analysis
Sentiment was consistent across outlets (75–75/100), indicating broadly factual reporting rather than editorialising.
Coverage timeline
thefinancialexpress broke this story on 18 Aug, 12:06 pm. Other outlets followed.