Solution Architect with deep expertise in Agentic AI, Copilot, Microsoft Power Platform, Databricks, Azure services, Intelligent Automation and Generative AI chatbot solutions. I specialize in building intelligent, scalable systems that enhance efficiency, decision-making, and user engagement across the enterprise. My work spans across multiple industries, helping businesses streamline operations and deliver personalized experiences through tools like Power Apps, Power Automate, Power Automate Desktop, custom AI-powered bots using Azure AI Foundry and Copilot Studio, and Databricks. Whether it’s implementing a Center of Excellence, establishing governance frameworks, or mentoring teams on AI adoption, I thrive in roles that blend strategy with hands-on execution. Let’s connect if you’re interested in driving digital innovation and unlocking new value through automation and AI
Before agentic AI, Vision Language Models (VLMs), and Computer-Using Agents (CUAs) became the centre of every enterprise automation conversation, I was running a fleet of more than 100 RPA bots at a…
In the previous blog, we registered three finance agents as identities in Microsoft Entra. In this post we go further, and we govern one of the identities, enforce data security policy, and…
Imagine a new colleague joins your team tomorrow. They show up, sit down, and immediately start accessing your SharePoint, reading your emails, and calling your customers. No onboarding. No badge. No identity…
A house isn’t valuable just because it exists. Its value is maintained through regular evaluation. The same is true for AI agents. An agent that “works today” can silently degrade tomorrow; not…
Building a multi‑source reasoning engine for enterprise copilotsMost Copilot implementations today stop at Retrieval-Augmented Generation (RAG) — retrieving documents and generating answers.But real enterprise finance scenarios demand more: 1. reasoning across structured data (financial…
Problem: Copilot Studio can answer questions, but reliable citations are inconsistent — especially when you’re using MCP resources where native citations aren’t yet exposed. Goal: Ship a lightweight pattern that produces grounded answers with…
MCP + WorkIQ in the Wild: Lessons from building a Copilot on AzureOver the last few weeks, I built a copilot using Model Context Protocol and Copilot Studio — designed to do more than answer…
Over the past few weeks, I had been contemplating how can I bring automation, structure, governance and quality into Power Platform deployments after a conversation with my colleague. Manual exports and imports…
