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Nuix Neo Generative AI Framework

On October 8, 2026, Nuix (ASX: NXL) revealed its latest innovation, the Nuix Neo Generative AI (Gen AI) framework, designed to tackle the pressing issues of governance, trust, and auditability that have historically hindered the adoption of large language models (LLMs) and generative AI in high-stakes legal and investigative scenarios. This new framework serves as a governed orchestration layer to apply generative AI to both structured and unstructured business data while ensuring the required auditability, control mechanisms, and cost management essential for enterprise use.

The Gen AI framework harnesses auditable telemetry and policy-driven security controls to uphold the integrity of evidence and corporate usage of LLMs. It constantly monitors and measures token usage to prevent unchecked costs while intelligently managing the context window to ground responses and enhance the reliability of AI-generated outputs. This capability enables a responsible and auditable connection between the chosen LLM and business data rigorously selected and prepared through the Nuix Neo platform, which boasts over 25 years of research and development in processing unstructured data with forensic quality.

Nuix Neo aims to deliver a refined intelligence layer that hundreds of leading organizations trust for their highest-stakes matters. By leveraging this intelligence layer, clients can tailor their experience to operationalize the use of selected LLMs, thereby facilitating the responsible and compliant application of generative AI that organizations handling critical issues demand. This framework offers clients the flexibility to choose the LLM and vendor that fit their strategic goals, business objectives, and readiness to innovate, supported by Nuix’s governance framework that securely connects the chosen model to the curated intelligence data layer created by the proprietary data processing engine of Nuix Neo.

One notable application of the Nuix Neo Gen AI framework is its recent deployment with the Los Angeles County District Attorney's office, allowing them to identify the most suitable AI models for their operations seamlessly integrated into their Nuix Neo workflows.

Powerful Capabilities

The Nuix Neo Gen AI framework introduces two significant capabilities: Nuix Neo BYO AI and Nuix Neo AI Agent. Both take advantage of the comprehensive enterprise-level infrastructure of the framework to deploy LLMs in ways demanded by organizations managing high-criticality cases.

Nuix Neo BYO AI

Nuix Neo BYO AI builds on the Gen AI framework, further maximizing its potential by enabling comprehensive AI analysis of every element within a dataset. Unlike traditional methods that may prioritize certain elements or utilize subset sampling, this solution employs reproducible workflows to systematically process each element and create structured reports, linking back to source elements and citations. This approach facilitates swift, legally robust actions from a forensic perspective while providing clarity and oversight regarding critical factors like token usage.

As Donn Hoffman, Deputy District Attorney at the Los Angeles County District Attorney's office, stated, "Thanks to the innovative AI from Nuix Neo, we can quickly implement targeted solutions for challenges related to digital evidence and bottlenecks in our investigations, all while meeting our particular compliance needs. The ability to leverage the latest AI advancements within our own environment accelerates our processes."

Nuix Neo AI Agent

The Nuix Neo AI Agent is a conversational research capability based on the Gen AI framework, currently available to pioneer participants through the Nuix Responsible Innovation Framework. The AI Agent expands the Nuix Neo platform, enabling analysts to query their data with reasoning through text, metadata, and images, leveraging the full power of Nuix APIs, including enhanced context from selected knowledge graphs in a consistent and auditable manner. This agent is fully integrated into Nuix Neo, allowing analysts to trace any lead in a fully managed, controlled, and secure environment.

Besides the robust data processing and deterministic AI capabilities of Nuix Neo, the Gen AI functionalities provide clients with the flexibility and choice necessary to apply the most appropriate tools to address their business use cases. Like the Nuix Neo BYO AI, the AI Agent works with that curated, processed forensic data on the Nuix Neo platform. All results remain probabilistic and must be verified against original materials, designed to support rather than replace the judgment of investigators, analysts, reviewers, and qualified legal professionals.

Organizations keen on exploring the Nuix Neo Responsible Innovation Framework or witnessing the Gen AI framework in action can connect with their Nuix representative or visit nuix.com/nuix-neo for more information.

About Nuix

Nuix is a leading provider of research intelligence and analytics software, empowering customers to become forces for good by uncovering the truth in the digital realm. We assist clients with the collection, processing, and reviewing of large volumes of structured and unstructured data, making them searchable and usable at scale and speed with forensic accuracy.

For further information, visit nuix.com.