- Published on August 12, 2025
- In AI Features
AI Exposes the Flaws You’ve Been Ignoring. A Wake Up Call for Architects!
What happens when legacy systems clash with AI’s rapid rise? Businesses face an architectural crisis as they chase intelligence without the foundation to support it.
Image by Nalini Nirad
- By C P Balasubramanyam
As Artificial Intelligence evolves, so should the architecture behind the systems. It is not enough to bolt on to AI; it must be integrated into data, infrastructure, applications, and user experience.
Traditional architecture is no longer fit for the pace and demands of AI evolution, said Bala Prasad Peddigari, chief innovation officer (Technology Software and Services Business Group) at TCS, as he cut to the heart of a pressing industry dilemma, during his address at the NIIT StackRoute Digital Architect Conclave 2025.
In today’s world, he said, traditional architectures are showing cracks. “We’re facing performance bottlenecks, scalability limitations, and integration complexities.” Many pilots in AI remain unscalable because they lack foundational AI-ready arc
📣 Want to advertise in AIM? Book here
C P Balasubramanyam
Bala is a journalist covering Indian tech companies and startups from Bengaluru.
Related Posts
How Neysa Stands Out in the IndiaAI GPU Race
Unlike other providers focused on GPU allocation, Neysa claims to deliver an end-to-end AI cloud platform.
BharatGen and the Pursuit of Sovereign, Scalable AI for India
“Knowledge-driven components are important because we don’t want everything to be just algorithmic innovation.”
How Pradhi AI Embeds Emotional Intelligence in Voice AI
As businesses recognise the potential of voice-driven tech, Pradhi AI is laying the foundation for an empathetic, responsive AI ecosystem.
Mangaluru Looks to Build Its Own Tech Identity, Not Replicate Bangalore
“The coastal city could showcase tangible results by applying deep tech to areas it already dominates”
Google’s Gemini Nano Banana and the Cost of Convenience
The company’s new AI image and photo editor deepens concerns over data use and consent gaps, experts warn.
BharatGen’s ‘Recipe’ for Building a Trillion Parameters Indic Model
The consortium insists sovereignty doesn’t mean shutting the door on global players.
Storytelling is in the Creator’s Control with GenAI
“Democracy would not have been possible without storytelling being distributed.”
India’s Gas-Powered Data Centres at Crossroads: Bridge Fuel or Wrong Turn?
Natural gas may seem a potential fuel for data centres, but higher costs and insufficient infrastructure pose challenges.
Download the easiest way to
stay informed
stay informed
