In a recent LinkedIn post, Chirag Goswami discusses the burgeoning field of agentic AI and highlights a specific initiative: an India-first agentic AI marketplace prototype. Goswami uses the platform to share his observations on the innovative approach taken by Rupam Bhattacharjee, emphasizing the importance of clarity in the rapidly evolving AI landscape.
The Concept of Structured AI Twins
Goswami introduces the core concept presented by Bhattacharjee, which involves structured AI “twins” linked to real individuals. A key aspect of this approach, as highlighted by Goswami, is the inherent accountability built into these AI counterparts. He states:
“The idea of structured AI “twins” tied to real humans, with accountability built in, is a direction worth exploring.”
This focus on accountability is presented not merely as a technological trend but as a deliberate attempt to address fundamental challenges in AI adoption. Goswami elaborates on the motivation behind this exploration, noting:
“Not because it’s trendy, but because it tries to solve a real question: how do we make AI usable and meaningful for everyday professionals?”
This perspective underscores a practical approach to AI development, aiming to bridge the gap between advanced technology and its real-world application for a broader professional audience.
The Value of Clarity in AI Development
Goswami places significant emphasis on the rarity and value of clear thinking within the fast-paced AI sector. He expresses his appreciation for Bhattacharjee’s approach, particularly his clarity of thought, which Goswami considers a distinguishing factor. He writes:
“Clarity of thought is rare in fast-moving AI spaces. That’s what I appreciate most here.”
This appreciation suggests that while innovation is crucial, a grounded and clear strategic vision is equally important for sustainable progress in artificial intelligence. Goswami identifies this clarity as a primary reason for his admiration of Bhattacharjee’s work.
Following Emerging AI Projects
Concluding his post, Goswami encourages those interested in the AI space to pay attention to Bhattacharjee’s ongoing projects. He frames this recommendation as a way for serious builders in the AI domain to gain valuable insights and stay informed about pioneering efforts. Goswami advises:
“If you’re serious about building in the AI space, this is a post you should read and follow Rupam Bhattacharjee’s ongoing projects.”
Goswami’s coverage of this LinkedIn post serves to highlight a specific, forward-thinking development in agentic AI, emphasizing its potential to enhance usability and meaning for professionals through structured, accountable AI twins.
📝 About This Content
This article is based on insights shared by Chirag Goswami on LinkedIn.
📅 Originally posted on February 19, 2026 | View original post on LinkedIn →