AIQ TALKS: Sudhir Singh, CEO, Coforge and Mayank, Founder & CEO, ADROSONIC
AI is moving from experimentation towards enterprise adoption. But scaling AI is proving to be less about access to models and more about the foundations around them: data, technology architecture, governance, workflows and a clear understanding of where AI can create business value.
In this episode of TOI AIQ Talks, Sudhir Singh, CEO of Coforge, and Mayank, Founder & CEO, ADROSONIC, examine what it will take for enterprises to move AI into production and how the technology services industry is evolving alongside it.
The Enterprise AI Challenge
The next phase of AI adoption is not about proving that a model works. It is about integrating intelligence into the systems and processes where business decisions are made.
That requires organisations to address the less visible layers of AI adoption, from data quality and integration to security, governance and operational readiness. Without these foundations, successful pilots can remain disconnected from the enterprise.
Domain Context Becomes a Differentiator
As AI capabilities become increasingly accessible, the value shifts towards knowing where and how to apply them.
This becomes particularly significant in sectors such as insurance, where AI must work across complex information, underwriting, claims, risk assessment and regulated processes. Domain understanding determines how a problem is framed, what data is required and how an AI-enabled workflow should operate.
This connects directly with ADROSONIC’s approach to AI, data and Intelligent Automation, where technology is applied within defined business processes and industry contexts.
From AI Capability to Business Impact
The real measure of enterprise AI maturity will be the ability to move from isolated experiments to repeatable, scalable applications.
That requires technology and people to work together differently, with AI taking on increasing analytical and operational workloads while human expertise remains central to judgement, decision-making and customer outcomes.
The conversation points to a broader shift: AI will create the most value when organisations stop treating it as a technology initiative and start building it into how the business operates.
About AIQ Talks
AIQ Talks, The Times of India’s thought leadership series, brings together business and industry leaders to examine the impact of AI across sectors. As the AI Knowledge Partner, ADROSONIC contributes to the series through conversations led by Mayank, Founder & CEO. Watch the full conversation to explore what it will take to move AI from experimentation to enterprise impact.
Watch the full conversation to explore what it will take to move AI from experimentation to enterprise impact.
