Hanzo Secures Patent for AI-Powered Collaboration Data Analysis Technology

By Trinzik

TL;DR

Hanzo's patented Spotlight Signals gives legal teams a strategic edge by reducing data review volumes by 99%, cutting costs and accelerating investigations faster than competitors.

Hanzo's Spotlight Signals uses GenAI to analyze relationships, sentiment, and behavior in collaboration platforms, creating explainable signals that filter out noise for precise risk identification.

This technology helps organizations operate more ethically by ensuring accurate compliance monitoring, reducing legal burdens, and fostering trust through transparent data analysis.

Hanzo's AI can interpret the human context in chat conversations, understanding not just words but how teams actually collaborate in real-time environments.

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Hanzo Secures Patent for AI-Powered Collaboration Data Analysis Technology

The newly granted patent protects Hanzo's approach to generating actionable AI signals from dynamic, unstructured collaboration environments such as Slack, Teams, Confluence and the like, where traditional eDiscovery tools struggle to operate at scale. Keyword searches often fail to capture the context of modern chat platforms. Hanzo addresses this challenge with Spotlight Signals, a GenAI-powered capability that interprets the human element of collaboration data. By mapping relationships, sentiment, and behavioral changes as they evolve, Spotlight Signals cuts through the noise to identify genuine risk and relevance.

This approach provides legal and compliance teams with defensible, explainable signals, ensuring they can identify critical issues without wading through false positives. In production environments, this approach has delivered up to a 99% reduction in data volumes requiring human review, significantly accelerating investigations, audits, and eDiscovery workflows while reducing cost and operational burden. Dave Ruel, VP of Product at Hanzo, stated that this patent validates the conviction that modern collaboration data requires a fundamentally new approach, emphasizing that yesterday's keyword searches cannot solve today's complex data challenges.

The announcement builds on Hanzo's breakthrough industry awards for AI innovation in 2023, 2024 and recently in 2025, further validating the company's position as a leader in applying generative AI to complex data types. Unlike generic AI tools adapted for enterprise use, Hanzo's technology is purpose-built for modern collaboration data with high-stakes audits, investigations and eDiscovery. With this latest patent, Hanzo continues to extend its leadership in generative AI for collaboration intelligence, thus helping In-House teams move faster, reducing legal fees and making decisions much earlier while maintaining accuracy, defensibility, and trust. For more information, visit https://www.hanzo.co.

Curated from 24-7 Press Release

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Trinzik

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Trinzik AI is an Austin, Texas-based agency dedicated to equipping businesses with the intelligence, infrastructure, and expertise needed for the "AI-First Web." The company offers a suite of services designed to drive revenue and operational efficiency, including private and secure LLM hosting, custom AI model fine-tuning, and bespoke automation workflows that eliminate repetitive tasks. Beyond infrastructure, Trinzik specializes in Generative Engine Optimization (GEO) to ensure brands are discoverable and cited by major AI systems like ChatGPT and Gemini, while also deploying intelligent chatbots to engage customers 24/7.