Unleash Networks, a leader in advanced traffic analysis, today announced the launch of the Trisul AI Assistant. This new natural language interface is integrated into the flagship Trisul Network Analytics platform, aiming to eliminate the complexity of multi-vendor dashboards and provide engineers with an intuitive, conversational path to actionable data. 

In a conversation with CMR, Vivek Rajagopalan, Founder & CTO of Unleash Networks Pvt Ltd., shared how they are rewriting the rules of network intelligence by making deep traffic analytics accessible through plain-language interaction. By bridging the gap between raw telemetry and human understanding, Unleash Networks aims to empower teams to detect anomalies faster, troubleshoot smarter, and make confident decisions without being buried under dashboards and data silos.

Bridging the “Dashboard Gap”

Modern network operations are often hindered by a fragmentation of tools. Engineers frequently navigate a “Tower of Babel” of vendor-specific metrics and disparate dashboards, spending more time interpreting data formats than resolving critical performance issues.

The Trisul AI Assistant addresses this friction by acting as an intelligent translation layer. By leveraging natural language processing (NLP), the assistant allows users to query complex datasets using plain English—mirroring the ease of use found in modern consumer AI—and receive instantaneous, context-aware visual responses.

“Our vision is to bring the familiar conversational AI experience directly into the network operations center. The Trisul AI Assistant bridges the gap between raw metrics and actionable intelligence. It allows teams to focus on high-level problem solving rather than the manual labor of navigating dashboards,” said Vivek.

Intelligent Analytics at Scale

The Trisul AI Assistant transforms the platform from a passive monitoring tool into an interactive intelligence system. By understanding user intent, the assistant can map broad questions to specific underlying counters and flow data.

Key capabilities of the new integration include:

• Natural Language Queries: Users can bypass complex syntax to ask questions such as, “Which ASNs are driving the most inbound traffic?” or “Show top applications by bandwidth for the last hour.”
• Dynamic Intelligence Visualizations: The assistant automatically selects the most effective format for the data, rendering results in real-time as interactive pie charts, bar graphs, or summaries.
• Contextual Summaries: Beyond raw data, the AI generates concise text-based explanations of traffic patterns and anomalies, helping teams identify root causes faster.
• Deep-Dive Tooltips: Interactive elements allow engineers to hover over visualizations for granular metrics, including application names, volume totals, and specific counter groups.

Availability

The Trisul AI Assistant is now available as a core feature of the Trisul Network Analytics suite. It represents a significant step in Unleash Networks’ mission to “humanize” network data and empower operations teams to keep pace with the increasing complexity of global digital infrastructure.

Expansion plans:

Beyond the immediate launch, Unleash Networks is positioning the Trisul AI Assistant as the foundation for a broader, aggressive expansion into global enterprise and ISP markets. Mr. Vivek elaborated on the company’s strategic trajectory:

“The launch of the Trisul AI Assistant is not just a feature update; it marks our transition into a global AI-first intelligence firm. As we expand our footprint across North America and the EMEA regions, our focus is shifting toward ‘Predictive Autonomics.’ We aren’t just looking to help engineers ask questions about what happened; we are building the infrastructure for the network to tell the engineer what will happen,” as said by Vivek.

He also added, “Our roadmap for 2026 includes deeper integrations with edge computing nodes and autonomous response systems. We are scaling our R&D teams in Chennai to support a massive influx of global ISP clients who require high-volume NetFlow ingestion coupled with zero-latency AI insights. Our goal is to make Trisul the global standard for ‘Human-Centric’ network forensics, ensuring that as networks grow in complexity, the interface to manage them becomes simpler and more accessible to the next generation of network professionals.”