Hexaware Technologies has introduced Tensai® for Reasoning Ops, the first generally available operating stage of its Tensai® Agentic ITOps platform. The new AI-powered solution is designed to help enterprises move beyond traditional IT automation by enabling intelligent operational reasoning, evidence-backed recommendations, and governed decision-making across complex IT environments.
The platform represents Hexaware's first operational step toward autonomous and preventive IT operations by combining AI agents with enterprise operational context while keeping human experts responsible for validation and execution.
Traditional IT operations have long relied on scripts, workflows, and runbooks to automate repetitive tasks. While effective for predefined processes, these approaches often struggle to interpret context, connect data across multiple systems, or support intelligent operational decision-making.
Tensai® for Reasoning Ops addresses this limitation by allowing AI agents to analyze live operational signals alongside enterprise knowledge drawn from observability platforms, configuration management databases (CMDBs), topology maps, dependency information, and change management systems.
Rather than executing fixed scripts, the platform continuously evaluates operational conditions before recommending actions.
At the core of Tensai® for Reasoning Ops is a governed reasoning framework designed to improve trust in AI-assisted IT operations.
The platform is built around four foundational principles:
Hexaware emphasizes that every recommendation follows a "no signal, no safe action" principle, ensuring AI decisions remain grounded in verified operational intelligence.
Tensai® for Reasoning Ops represents the first operational stage in Hexaware's broader AI maturity model, which progresses from Traditional Operations and Automation Operations toward Autonomous Operations and ultimately Preventive Operations.
The platform is intended to help organizations reduce operational demand instead of focusing solely on accelerating incident resolution.
According to Hexaware, the platform is benchmarked against each customer's existing IT operations to target:
Actual results will be measured using customer-specific baselines and the Tensai® Customer Value Scorecard.
Unlike conventional automation platforms that primarily focus on executing predefined workflows, Tensai® for Reasoning Ops is designed to identify underlying causes of recurring operational demand.
By reasoning across signals, dependencies, enterprise policies, and operational context, the platform aims to help organizations prevent issues before they generate service requests, supporting a more proactive approach to IT service management.
The solution is now available for mid-to-large enterprise organizations.
R Srikrishna, CEO & Executive Director, Hexaware
"With Tensai® for Reasoning Ops, we're helping enterprises move from reactive support to more autonomous, self-healing IT operations. The platform brings reasoning, evidence, and governance into operational decisions, helping clients reduce manual intervention, improve SLA reliability, and build a stronger path toward preventive operations."
Siddharth Dhar, President & Global Head – AI, Hexaware
"As enterprises adopt AI in IT operations, the opportunity is to go beyond faster ticket resolution and move toward reducing predictable demand before it enters the IT operations queue. Tensai® for Reasoning Ops helps organizations address the causes of demand rather than simply responding to it."
With the launch of Tensai® for Reasoning Ops, Hexaware continues to expand its AI strategy by introducing intelligent reasoning capabilities into enterprise IT operations. The platform reflects the industry's broader shift toward AI-driven operational decision-making that emphasizes governance, contextual intelligence, and proactive service management.
Hexaware is a global technology and business process services company. Every day, Hexawarians wake up with a singular purpose: to create smiles through great people and technology. With offices across the world, we empower enterprises worldwide to realize digital transformation at scale and speed by partnering with them to build, transform, run, and optimize their technology and business processes. Learn more about Hexaware at https://hexaware.com.
