Today, public safety agencies and legal teams have witnessed a surge in digital evidence, from surveillance footage and body-worn cameras (BWC) to recorded interviews and social media posts. Navigating this sea of information, identifying sensitive components, and ensuring their proper redaction is daunting, placing an immense burden on the already strained resources of legal teams and law enforcement agencies. Furthermore, the consequences of incomplete or erroneous redaction can be severe, potentially breaching privacy laws, undermining legal proceedings, and eroding public trust.

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Click here to download the white paper.

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Traditional infrastructure models are being re-evaluated as enterprises face rising pressures around data security, compliance requirements, cost management, and operational agility. Choosing between Build Your Cloud (BYC), SaaS, and Public Cloud deployments is now a strategic decision that shapes long-term scalability and governance.

Knovos

This blog breaks down the strengths and limitations of each model to help IT and business leaders align their deployment strategy with organizational priorities.

  • BYC (Build Your Cloud): Ideal for enterprises needing maximum data control, custom security frameworks, and strict compliance posture. Offers deep configurability but requires internal expertise and higher ownership responsibilities.
  • SaaS: Delivers ease of use, faster adoption, and reduced IT overhead. Best for teams seeking standardized functionality and predictable subscription-based costs, with lower maintenance responsibilities.
  • Public Cloud: Highly scalable and cost-efficient for dynamic workloads. However, it introduces shared responsibility challenges and requires careful attention to data residency, security controls, and vendor lock-in.

This strategic comparison provides a clear framework for identifying which model best supports your enterprise’s operational, security, and compliance needs. Whether prioritizing control, convenience, or cost efficiency, understanding these differences is crucial for long-term infrastructure success.

Read the full analysis here:
https://www.knovos.com/blog/byc-vs-saas-vs-public-cloud-deployment-a-strategic-framework-for-enterprise-decision-makers/

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Empower your legal team in their AI journey. Easily automate bespoke and routine processes, include agentic steps in workflows, create AI agents, and simplify how you work.

Now, legal teams can build and deploy custom, bespoke enterprise AI agents to automate a wide variety of legal tasks. ELM’s Automation Agent (ELMA) combines deep legal expertise with powerful Agentic AI capabilities.

Build custom legal workflows by describing modular steps in plain English. Simplify, test and scale automations with clarity and precision, and deploy instantly.

Click to learn more and visit Elevate at Legalweek, booth 461.

Elevate

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veritone

Save time, improve report accuracy, and approach investigations more comprehensively with highly accurate AI transcription and translation.

Veritone.com/illuminate

Click to learn more.

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As legal teams increasingly adopt AI-driven tools, one concern comes up again and again:
 How do we protect sensitive data without stripping it of the context that makes it useful?

For many organizations, the answer so far has been aggressive redaction or overly simplistic anonymization. While these approaches may reduce exposure, they often come at a high cost, they remove the very details that AI, analytics, and legal professionals rely on to extract value from data.

When Data Protection Breaks Legal Insight

Legal data is not just a collection of names, dates, or identifiers. Its value lies in structure, relationships, and nuance. When key elements are removed or distorted, documents lose meaning, datasets become unreliable, and AI outputs degrade quickly.

This is especially problematic in legal workflows such as:

  • Document review and investigations
  • Contract analysis and due diligence
  • Litigation analytics and case preparation
  • Training AI models on historical legal data

In these contexts, protecting privacy by destroying context is not a sustainable solution.

Preserving Meaning While Protecting Privacy

Nymiz addresses this challenge by combining advanced anonymization and redaction techniques designed specifically for legal data. Our technology transforms personal and sensitive information while preserving the structure, logic, and semantic relationships within documents and datasets.

Key capabilities include:

  • Context-aware anonymization, ensuring entities are consistently replaced across documents
  • Tokenization and structured transformations that allow patterns and relationships to remain intact
  • Support for complex legal documents, where precision and consistency are critical
  • AI-ready outputs, enabling analytics and machine learning without exposing sensitive data

This approach allows legal teams to maintain consistency and meaning across datasets, achieving an anonymization accuracy of approximately 85% in real-world environments while preserving the structure and relationships that AI and analytics depend on

Enabling Trustworthy Legal AI

AI systems are only as good as the data they’re trained on. When context is lost, results become unreliable and confidence in AI drops. By preserving meaning while protecting privacy, legal teams can trust both their data and the insights derived from it.

This makes it possible to:

  • Use real legal data for AI initiatives
  • Reduce reliance on synthetic or overly sanitized datasets
  • Improve the quality and reliability of legal analytics
  • Move faster without increasing privacy or compliance risk

Check out this video on how tokenization secures documents in real workflows.

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Join Us at Legalweek 2026

We’re meeting with legal and security leaders during Legalweek to discuss how privacy-first collaboration can scale without adding friction or risk.

Schedule a meeting with our team before Legalweek to make the most of your time in New York.

And if you’re onsite, you’ll find us at Booth 612.

 

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Purpose Legal also unveils PurposeXi CaseOptics™ for early case intelligence, to be showcased at Legalweek 2026

purpose

DALLAS – Feb. 17, 2026 — Purpose Legal today announced PurposeXi™, an expert intelligence platform that brings together the company’s full line of AI-powered services across early case intelligence, investigations, document review, and other data-driven legal workflows into a single, integrated framework. Purpose Legal is a leading provider of digital forensics, eDiscovery, AI-powered managed review, and specialized legal operations services.

Designed for scale, governance, and defensibility, PurposeXi serves as the foundation for Purpose Legal’s Grounded in Human Intelligence (HI) + AI philosophy—codifying how advanced AI is applied alongside expert judgment, validation, and oversight, and ensuring insights are explainable, auditable, and tied directly to underlying evidence.

“AI is not new to Purpose Legal, nor is the responsibility that comes with using it in real legal matters,” said Jeff Johnson, Purpose Legal’s Chief Innovation Officer. “PurposeXi reflects the discipline we’ve built over many years of applying AI in high-stakes matters, where both speed and defensibility are essential. This platform builds on our success and formalizes how we bring human expertise and AI together so legal teams can act faster, with confidence and control, and deliver better outcomes.”

Introducing PurposeXi CaseOptics™

As part of the PurposeXi platform, Purpose Legal also announced the availability of PurposeXi CaseOptics™, a new early case intelligence solution that enables legal teams to move from uncertainty to clarity in days—not weeks—by surfacing expert-validated insights at the outset of a matter.

Powered by eDiscovery AI’s Insight ECI technology and delivered through Purpose Legal’s expert-directed workflows, PurposeXi CaseOptics identifies the documents that matter most in large data sets before document review begins, rapidly analyzing and categorizing large document collections to surface key evidence, insights, and issues, while identifying irrelevant data to reduce cost and complexity. PurposeXi CaseOptics gives legal teams strategic insights into case strengths and risks earlier in the discovery process, helping them make informed decisions supported by the data.

Engineered Intelligence, at Scale

PurposeXi and PurposeXi CaseOptics embody Purpose Legal’s Engineered Intelligence, at Scale approach. As an AI-first legal services company built on the deliberate acquisition and integration of legal expertise, Purpose Legal pairs advanced technology with a managed network of experienced legal professionals to ensure intelligence is not only fast, but also explainable, defensible, and actionable.

“Speed without governance introduces risk,” said Kris Taylor, President of Purpose Legal. “PurposeXi and PurposeXi CaseOptics demonstrate what’s possible when AI is guided by experts who understand the legal consequences of every decision and have the experience to stand behind the results. Following our recent acquisition of Hire Counsel, the formalization of our data-driven legal workflows into a single integrated platform represents a new stage of maturity in Purpose Legal’s commitment to integrating HI + AI.”

Live Demonstrations at Legalweek 2026

Purpose Legal will demonstrate PurposeXi CaseOptics at Legalweek 2026 in New York City March 9-12, offering attendees a first-hand look at how expert-directed early case intelligence fits within the broader PurposeXi platform to support smarter, defensible decision-making across the eDiscovery lifecycle. Visit Purpose Legal at Booth #335.

To learn more or request a demonstration at Legalweek, visit https://www.purposelegal.io/.

About Purpose Legal

Purpose Legal is a global legal services and technology provider built for high-stakes, data-intensive matters where accuracy, speed, and defensibility matter most. Through its PurposeXi™ platform, the company combines purpose-built AI with deep litigation, review, and forensic proficiency to deliver expert-validated intelligence that legal teams can trust. We pair powerful technology with experienced practitioners who ensure insight turns into action.  Founded in 2007, Purpose Legal is a leader in eDiscovery, digital forensics, document review, and legal technology services. In 2025 it was recognized as one of Inc. 5000’s fastest growing private companies in America. Our diverse team of experienced, talented, and motivated professionals is our greatest asset. We assist multinational corporations, law firms and government entities through best-in-breed software, powerful AI tools, creative managed services solutions, and deep industry knowledge. Learn more at www.purposelegal.io.

 

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The most profitable personal injury firms today share a common advantage: they’ve modernized their operations with integrated, AI-powered legal technology.

This guide explains how forward-thinking firms are replacing disconnected tools with unified platforms that streamline workflows, improve visibility, and strengthen case outcomes. Instead of juggling multiple systems, modern practices are consolidating intake, CRM, document management, communication, and reporting into a single environment that boosts efficiency and reduces overhead.

Inside, you’ll learn how leading firms use automation and analytics to:

  • Streamline case management and eliminate administrative bottlenecks

  • Gain real-time visibility into firm performance and financials

  • Reduce overhead by integrating intake, CRM, and document workflows

  • Improve client experience and retention through secure, transparent communication

The guide also highlights how AI-powered tools can automate repetitive tasks, summarize records, predict timelines, and generate insights that help firms make smarter strategic decisions.

For firms focused on growth, profitability, and long-term competitiveness, adopting a unified, AI-powered practice management platform is quickly becoming the foundation of modern legal operations.

Read the full guide here: https://allrize.ai/wp-content/uploads/2025/11/How-Personal-Injury-Firms-Can-Streamline-Strengthen-and-Scale.pdf

allrize

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Control Risks, a global leader in investigations, litigation support, compliance, cyber incident response, eDiscovery and digital forensics services, today announced it has earned the Relativity aiR for Review Competency. Through this competency, global legal technology company Relativity acknowledges that Control Risks has demonstrated proficiency and proven customer success utilizing aiR for Review and has exhibited its knowledge of RelativityOne best practices. The aiR for Review Competency is part of a growing list of achievements earned by Control Risks, including Financial Services, Cybersecurity and Security Best Practices Competencies.

Click for the full announcement.

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DISCO

DISCO is thrilled to announce the introduction of agentic capabilities to our groundbreaking Cecilia Q&A fact investigation tool – marking DISCO as the first to bring agentic AI at scale to fact investigation and ediscovery.

With its new agentic capabilities, users will be able to engage Cecilia Q&A in a new, robust, multi-step-reasoning research mode on even the largest data sets, to deliver the most relevant and important evidence from the outset of every case.

As CEO Eric Friedrichsen noted, “Our agentic Q&A tool brings deeper analysis, recognizes next-level, highly nuanced connections and offers the potential to transform reviews from a tick-the-box exercise into a critical part of litigation case strategy. This is more than just an AI plug-in. It’s purpose-built technology for a new and better way to approach fact investigation and document review.”

Our new agentic AI tool will be on display at our Legalweek Booth #213. Stop by for a product demonstration – and learn more in our press release: https://lnkd.in/gm4SuqCD

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Control Risks

Control Risks, a global leader in investigations, eDiscovery and digital forensics services, has launched an advanced new service empowering legal and compliance teams to remotely collect and review targeted messaging data from mobile devices alongside traditional documents within RelativityOne. This unique capability enables clients to capture specific conversations of interest from any mobile device or third-party chat application platform, unify them with the rest of their case data and apply next-generation AI analytics for faster, smarter results.

Click to read the full announcement.

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