Expert Take on Architecting Cognitive-Driven Employee Engagement Portals Using Azure and AWS

Enterprises are transforming traditional intranets into intelligent, AI-driven engagement platforms that adapt to employee behaviour. Subhasis Kundu spoke about creating digital workplaces that are personalised, intuitive, and deeply human, improving how employees connect and access information
Workplaces are now reimagining the intranet, replacing rigid systems with platforms designed to feel human, alive, intuitive, and deeply in tune with the employee experience. The rise of cognitive-driven technologies has brought employee engagement portals to the centre of enterprise transformation, where artificial intelligence is not just a feature but a foundation. With companies increasingly deploying Microsoft Azure and AWS, the ability to merge cognitive computing with enterprise communication is shaping how employees experience their workplace.
Amid this dynamic environment, one industry expert who has made significant strides in designing such intelligent ecosystems is Subhasis Kundu. Kundu has played a defining role in building enterprise-grade employee engagement portals that combine personalisation, AI-powered search, and real-time sentiment analysis. His journey shows a consistent progression from designing workplace solutions to becoming a Senior Principal Solution Architect. He is now responsible for multi-cloud employee experiences in regulated industries. Along the way, he worked closely with several global organisations. He guided them toward platforms that are more than just portals; they serve as active digital work partners.
One of his significant projects includes designing a “Cognitive Engagement Hub,” which drew on existing enterprise content repositories to offer employees a unified access point. What set this apart was not just AI integration but also the ability to adjust in real time to an employee’s behaviour and needs. This change cut down on the time wasted in navigating fragmented systems. As a result, portal engagement grew by 42% in the first six months, and employees said they could find relevant resources 55% faster. As he explains, “When AI-driven design focuses on the way employees think and work, the technology becomes invisible but deeply valuable.”
In another major transformation project, the IT specialist was instrumental in modernising the corporate digital workplace by consolidating legacy intranet systems into a single multi-cloud portal. This approach significantly lowered infrastructure expenses while also boosting employee engagement levels in the annual surveys. A particularly innovative addition was the integration of real-time sentiment analysis, which allowed organisations to respond proactively to workforce well-being trends. His work extended beyond technology by integrating design and psychology, creating solutions that helped overcome user resistance to adoption through alignment of digital interactions with individual user preferences.
The engineer's track record also extends to building a global knowledge portal unifying more than 50 disconnected repositories into a central cognitive search interface. This shift made information retrieval seamless across languages and business units, a capability particularly beneficial for multinational organisations. Additionally, his innovative work on sentiment-aware employee feedback systems provided instant insights to HR teams. This enabled them to respond quickly to new challenges and opportunities in employee communities. This proactive approach significantly cut down the onboarding process.
Looking ahead, the expert emphasises the growing role of hyper-personalisation and ethical AI in engagement platforms. He sees enterprises moving toward behaviour-driven systems that continuously learn and evolve with each employee’s working pattern. He also foresees a greater role for conversational AI and voice assistants, where interacting with an organisation’s entire knowledge base will feel as natural as asking a colleague for help. At the same time, transparent and explainable AI will be essential for maintaining employee trust in workplaces increasingly shaped by machine intelligence.
However, the convergence of advanced cloud technologies is opening new possibilities for creating smarter, more adaptive, and interconnected digital workplaces. As organisations work to improve efficiency, encourage collaboration, and support employee well-being, recent trends show how cognitive and AI-driven technologies are changing traditional intranets into lively engagement ecosystems. The future depends on combining human insights with machine intelligence, where employee platforms shift from being static tools to active partners that influence how people work, connect, and succeed in accelerated business climate.
















