Tuesday, March 10, 2026
Tech Mahindra has partnered with Microsoft to introduce a new ontology-driven Agentic AI platform designed to accelerate telecom transformation and enterprise data modernization. Built on Microsoft Fabric and Azure AI Foundry, the platform enables organizations to make explainable, auditable, and real-time AI-powered decisions while ensuring secure and governed deployment of AI agents.
As telecom operators and enterprises continue expanding through mergers, acquisitions, and digital transformation initiatives, they often face increasing challenges in managing complex data ecosystems. Consequently, organizations struggle to bridge the growing gap between enterprise metadata and actionable business insights. To address this issue, Tech Mahindra and Microsoft have developed a solution that converts enterprise metadata into structured and reusable data products, enabling businesses to accelerate their data mesh adoption from strategy to implementation.
Furthermore, the new platform uses multi-agent orchestration, allowing organizations to monitor systems in real time while generating intelligent insights and recommendations. Telecom companies can apply these capabilities to various use cases, including churn prediction, fraud detection, revenue assurance, and network optimization. In addition, the platform’s semantic-first architecture reduces hallucination risks, strengthens root-cause analysis, and supports compliant AI operations in highly regulated industries.
Amol Phadke, Chief Transformation Officer, Tech Mahindra, highlighted the importance of scalable AI adoption across telecom organizations.
“Telecom operators are moving beyond AI experimentation toward scalable intelligence that delivers measurable business outcomes. Our ontology-driven Agentic AI platform, developed with Microsoft, provides a governed semantic foundation for explainable insights, real-time decisioning, and cross-domain intelligence. This reinforces Tech Mahindra’s position as a strategic AI-led transformation partner for global telecom enterprises.”
Moreover, the platform delivers significant value for telecom companies aiming to implement production-grade agentic AI solutions. It enables organizations to bring services to market faster while optimizing both development and operational costs. At the same time, the collaboration strengthens Tech Mahindra’s strategic partnership with Microsoft and enhances their joint go-to-market initiatives.
The platform integrates governed data frameworks, semantic models, knowledge graphs, and specialized AI agents into a unified architecture that is ready for enterprise deployment. Additionally, it models canonical telecom entities and business rules across customer, network, revenue, and operations domains. As a result, telecom operators gain deterministic and traceable insights while maintaining regulatory compliance.
Monte Hong, Global Director of Telecommunications Industry Strategy at Microsoft, emphasized the importance of trusted AI for telecom innovation.
“For telecoms, realizing value from scalable AI depends on intelligence and trust. Built on Work IQ, Fabric IQ, and Foundry IQ, Microsoft IQ connects AI, data, and business context, giving AI agents deep awareness of operations, decision-making, and customer interactions. This accelerates decisions, improves experiences, automates networks, and enables AI-based monetization. Leveraging Microsoft IQ, Tech Mahindra automates data products through its Agentic AI–powered Data Product Manager and delivers a telecom-specific, ontology-driven AI foundation using its Telecom Native Ontology and Knowledge Graph.”
Importantly, this initiative aligns with Tech Mahindra’s ‘AI Delivered Right’ strategy, which focuses on helping enterprises move beyond pilot AI projects toward scalable, production-ready artificial intelligence transformation. For telecom providers, the solution offers trusted and auditable AI systems, unified operational visibility, and faster time-to-value.
At the same time, enterprises implementing data mesh strategies can accelerate data product creation while strengthening governance investments and ensuring privacy-compliant innovation.
Overall, the collaboration between Tech Mahindra and Microsoft marks a significant step toward enabling AI-powered telecom transformation, combining semantic intelligence, advanced data architectures, and scalable AI capabilities to help organizations unlock the full value of their enterprise data.
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