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Economy

AI-Powered Legal Search Startup DeepJudge Secures $41 Million for Advancing Law Firm Technology

by Daniel Foster - Senior Editor, Economy
written by Daniel Foster - Senior Editor, Economy

Ex-Google Founders raise $41M to Solve AI ‘Hallucinations‘ in Legal Field

Table of Contents


zurich-based DeepJudge, a pioneering legal technology company established by former Google researchers, has announced a successful $41 million Series A funding round. This investment, led by Felicis and including participation from Coatue, values the company at an impressive $300 million. The firm is focused on addressing a critical challenge in the legal sector: effectively utilizing the vast amounts of proprietary data within law firms alongside the power of Artificial Intelligence.

The Problem with Public AI for Legal Work

While tools like ChatGPT and Google Search are invaluable for accessing public information, they fall short when it comes to the confidential and nuanced data crucial to legal cases. DeepJudge aims to bridge this gap by providing a specialized search and analysis platform designed specifically for law firms. Co-founder and CEO Paulina Granarova emphasized that a firm’s internal data represents its true competitive advantage.

How DeepJudge Works: An Internal index for AI

DeepJudge constructs a customized index of a law firm’s documents, mirroring the structure of search engine indexes used by Google. This index maps keywords and phrases to their locations within the firm’s archives, categorizing deals, clients, and other relevant information. The system then integrates with existing AI models – including ChatGPT and azure AI – enabling lawyers to ask targeted questions and receive contextually relevant answers drawn from the firm’s own knowledge base. For example, a lawyer can quickly determine precedents for similar cases or identify internal experts on a specific topic.

Joe Green,CIO of Gunderson Dettmer,a firm utilizing DeepJudge,explained that prior to implementation,accessing and analyzing their 30 years of accumulated data was a cumbersome process,often requiring manual searches through numerous document versions. The firm handles approximately 2,000 financial transactions annually, highlighting the scale of the challenge.

combating AI ‘Hallucinations’

A key benefit of DeepJudge’s approach is its ability to mitigate “hallucinations,” instances where AI models generate incorrect or fabricated information. According to law firm Baker donelson, over 120 cases of AI-generated inaccuracies have been identified in court filings as 2023. DeepJudge’s indexing system provides crucial context, reducing the likelihood of these errors. “When you are searching and indexing your own information, you’re creating all of these layers of context,” stated Caryn Marooney, a partner at Coatue, “so when its being put into AI, it takes the hallucinations down so dramatically.”

deepjudge’s Founding and Growth

The company traces its origins back to 2020, when Granarova, Kevin Roth, and Yannic Kilcher, all PhDs in AI from ETH Zurich and former Google researchers, began developing customized search engines for law firms. Initial interest from swiss law firms led to the company’s launch and rapid expansion, now including U.S. firms like Freshfields, Holland & Knight, Cozen O’Connor, and ArentFox Schiff.

Competitive Landscape

The legal AI market is becoming increasingly crowded and competitive. recent funding rounds demonstrate meaningful investor interest, with Legora raising $150 million at a $1.8 billion valuation in late September 2025, and Harvey securing $150 million at an $8 billion valuation the previous week.Despite this competition, DeepJudge is poised for further growth, with plans to expand its engineering and sales teams in the U.S.

Company Funding (2025) Valuation
DeepJudge $41 Million $300 Million
Legora $150 Million $1.8 Billion
harvey $150 Million $8 Billion

Did You Know? AI “hallucinations” are a growing concern in the legal profession, potentially leading to inaccurate legal advice and damaging court filings.

Pro Tip: Law firms should prioritize implementing robust data governance policies alongside AI tools to ensure accuracy and compliance.

The Future of AI in Law

The integration of AI into the legal field is still in its early stages, but the potential benefits are immense. Beyond search and analysis, AI can automate tasks, improve contract review, and enhance legal research.However, ethical considerations and the need for human oversight remain paramount. As AI technology continues to evolve, law firms that embrace these tools strategically will be best positioned to deliver efficient, accurate, and cost-effective legal services.

Frequently Asked Questions about DeepJudge

  • what is DeepJudge? DeepJudge is a legal tech company that provides an AI-powered search and analysis platform specifically designed for law firms.
  • How does DeepJudge prevent AI hallucinations? DeepJudge builds a custom index of a firm’s data, giving AI models more context and reducing the risk of generating incorrect information.
  • What types of AI models does DeepJudge work with? DeepJudge integrates with various AI models, including ChatGPT, Azure AI, and open-source alternatives.
  • What is the typical implementation timeframe for DeepJudge? Building the initial index can take up to three weeks for each client.
  • Who are some of DeepJudge’s clients? DeepJudge serves a range of law firms, including Freshfields, Holland & Knight, and Gunderson Dettmer.

What are your thoughts on the role of AI in the future of legal practice? Share your comments below!

How does DeepJudge’s semantic search technology improve upon traditional keyword search methods in legal research?

AI-Powered Legal Search Startup DeepJudge Secures $41 Million for Advancing Law Firm Technology

DeepJudge’s Series B Funding: A Game Changer for Legal Tech

DeepJudge,a rising star in the AI legal tech space,has announced a $41 million Series B funding round. This meaningful investment,led by Insight Partners with participation from existing investors,signals strong confidence in the company’s mission to revolutionize legal research and document review using artificial intelligence. The funding will be used to accelerate product development, expand the team, and scale go-to-market efforts, further solidifying DeepJudge’s position as a key player in the evolving law firm technology landscape.

Understanding DeepJudge’s Core Technology

DeepJudge differentiates itself through its focus on semantic search. Unlike traditional keyword search methods, which rely on matching specific terms, DeepJudge’s AI understands the meaning and context of legal language. This allows lawyers to find relevant information faster and with greater accuracy.

Here’s a breakdown of key features:

* AI-Powered Search: Go beyond keywords to uncover hidden connections and relevant precedents.

* Document Summarization: Quickly grasp the core arguments and findings of lengthy legal documents.

* predictive Analytics: Estimate case outcomes and identify potential risks based on past data.

* Redaction Assistance: Automate the process of identifying and redacting sensitive information.

* Contract Analysis: Streamline contract review and identify potential issues.

This technology is built on large language models (LLMs) specifically trained on a massive corpus of legal data, ensuring high precision and reliability. The company emphasizes its commitment to responsible AI,addressing concerns around AI ethics and data privacy within the legal profession.

The impact on Law Firm Efficiency & Cost Savings

The implications of this funding and DeepJudge’s technology are substantial for law firms of all sizes. Traditional legal research tools can be time-consuming and expensive. DeepJudge aims to address these pain points by:

* Reducing Research Time: AI-powered search can cut research time by up to 60%, freeing up lawyers to focus on higher-value tasks.

* Lowering Litigation Costs: Faster and more accurate document review translates to significant cost savings in litigation.

* Improving Case Outcomes: Better access to relevant information and predictive analytics can lead to more informed legal strategies and improved case outcomes.

* Enhancing Due Diligence: Streamlined due diligence processes for mergers and acquisitions.

* Boosting Associate Productivity: Empowering junior lawyers with powerful AI tools to accelerate their learning and contribution.

The Competitive Landscape: AI in Legal Tech

DeepJudge operates in a rapidly growing market. Several other companies are leveraging AI to disrupt the legal industry, including:

* ROSS Intelligence: Focused on legal research using AI.

* Kira Systems: Specializes in contract analysis.

* Lex Machina: provides litigation analytics.

* CaseText: Offers AI-powered legal research and brief analysis.

Though,DeepJudge’s emphasis on semantic search and its comprehensive suite of features position it as a strong competitor.The Series B funding allows DeepJudge to further differentiate itself through continued innovation and expansion of its capabilities. The rise of generative AI is also influencing the competitive landscape, and DeepJudge is actively exploring ways to integrate these advancements into its platform.

Real-World Applications & Early Adopters

While specific client details are often confidential, DeepJudge reports growing adoption among AmLaw 200 firms and corporate legal departments. Early use cases demonstrate significant value in areas such as:

* Complex Litigation: Analyzing vast amounts of discovery data to identify key evidence.

* Mergers & Acquisitions: Conducting rapid and thorough contract due diligence.

* Intellectual Property: Searching for prior art and assessing patent validity.

* Regulatory compliance: monitoring changes in regulations and ensuring compliance.

Future Outlook: The Evolution of Legal Technology

the $41 million investment in DeepJudge is a clear indication that the legal industry is embracing AI. Looking ahead, we can expect to see:

* Increased Adoption of AI Tools: More law firms will integrate AI into their workflows.

* **greater Sophistic

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Economy

“Brand is no longer just shaped by social media, influencers or reviews”

by Daniel Foster - Senior Editor, Economy
written by Daniel Foster - Senior Editor, Economy

Breaking: Brand Strength is the New SEO in the Age of AI Search

The digital marketing landscape is undergoing a seismic shift, and the message from industry advisors is clear: in the era of increasingly sophisticated AI search, a strong brand isn’t just a nice-to-have – it’s a necessity. This isn’t just about logos and slogans; it’s about ensuring your company is *found* when customers navigate the complex world of AI-powered discovery.

Why Brand Recognition Matters More Than Ever with AI Search

Traditional SEO relied heavily on keyword optimization and meticulously crafted content to rank in search results. But with the rise of AI search, the customer journey is becoming less predictable. Users are employing more conversational prompts and less precise keyword searches. This is where brand strength steps in. As one key takeaway from recent industry discussions highlights, when the exact path to a solution is unclear, customers are far more likely to gravitate towards brands they already recognize and trust. Think of it as a digital form of familiarity breeding confidence.

Essentially, if a customer isn’t sure *how* to find what they need, they’ll often default to what they *know*. A well-established brand acts as a beacon, drawing customers in even when their search queries are vague or indirect. This is a fundamental shift in how we approach digital visibility.

DMEXCO 2025 Signals a Performance Marketing Revolution

The importance of brand building isn’t just theoretical. Early signals from DMEXCO 2025 indicate a significant industry-wide understanding of the power of brand recognition for performance marketing. Agencies and brands are actively integrating strategies to amplify brand presence, recognizing that a strong brand foundation will yield higher returns in an AI-driven environment. This isn’t about abandoning performance marketing; it’s about *evolving* it to prioritize brand-centric approaches.

Image: A scene from DMEXCO 2025, showcasing the focus on brand-driven performance marketing. (Placeholder Image)

Evergreen SEO: Building a Brand for Long-Term Visibility

While AI search is the immediate catalyst for this change, the principles of strong brand building are timeless. Here are some evergreen SEO tactics to bolster your brand’s visibility:

  • Consistent Branding: Maintain a consistent visual identity, voice, and messaging across all platforms.
  • High-Quality Content: Create valuable, informative, and engaging content that establishes your brand as an authority in your niche.
  • Customer Experience: Deliver exceptional customer service and build a loyal following. Positive word-of-mouth is invaluable.
  • Social Media Engagement: Actively engage with your audience on social media, fostering a sense of community.
  • Local SEO: For businesses with a physical presence, optimize your Google Business Profile and local citations.

These aren’t new SEO strategies, but their importance is magnified in the age of AI. A strong brand provides the foundation for these tactics to truly flourish. Think of it as building a house – SEO is the interior design, but the brand is the solid foundation it rests upon.

The Future of Search is Brand-Centric

The shift towards AI search isn’t a threat to digital marketing; it’s an opportunity to refocus on what truly matters: building authentic, recognizable, and trusted brands. The brands that prioritize this now will be the ones that thrive in the evolving digital landscape. Staying ahead of the curve requires a proactive approach, and understanding the power of brand strength in the age of AI is the first crucial step. For more insights on navigating the changing world of digital marketing and SEO, explore our resources on SEO strategies and digital marketing trends.

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Technology

Google Enhances Discover Page with Creator-Focused Content Delivery. The company now acts as a content writer to deliver information directly from creators without intermediaries

by Sophie Lin - Technology Editor
written by Sophie Lin - Technology Editor

Google Hands Users More Control Over Content With New Following Feature

Table of Contents

Mountain View, California – September 17, 2025 – Google announced Wednesday a significant update to its Discover feed within the Search application, granting users the ability to directly follow specific Publishers and Creators. This move underlines a broader trend of personalization and User control amid concerns regarding algorithmic content delivery.

Expanding User Choice in a Changing Digital Landscape

The new feature builds upon a previously launched tool from last month, giving Users the option to prioritize preferred News Sources in standard Search results. Google’s ongoing adjustments signal a response to User demand for more curated experiences in a world saturated with details. This is especially pertinent as Users grapple with information overload and the spread of misinformation.

In the coming weeks, the Discover page will also broaden the types of content it showcases.Google plans to integrate Articles, YouTube Shorts, and posts from platforms like X and Instagram, all sourced from a diverse range of Publishers and Creators. The company intends to continually expand the number of supported sources,offering Users an increasingly comprehensive content ecosystem.

A Response to Publisher Concerns

This rollout arrives at a critical juncture for Digital Publishers, many of whom have reported substantial declines in Traffic attributed to Google’s implementation of Artificial Intelligence-powered Search. A recent study by the reuters Institute for the Study of Journalism revealed that over 60% of Publishers experienced decreased Referral Traffic from Google Search following the introduction of AI Overviews in early 2025.

To mitigate these concerns, Google introduced Offerwall, a platform designed to diversify Publisher revenue streams beyond traditional advertising. Though, the new Following feature represents a more direct attempt to address Publisher visibility and engagement.

Did You Know? According to Statista,the average person spends nearly 2.5 hours per day on Social Media, making platforms like X and Instagram key channels for content distribution.

How the New Feature Works

Utilizing the new capability is straightforward. When Users encounter content from a Publisher or Creator they wish to support,they can simply tap on the respective name. This action will lead to a dedicated page displaying all content from that source, with an option to ‘follow’ and receive more frequent updates. Google confirms that following a source will increase the likelihood of its content appearing in the User’s Discover feed.

Pro Tip: Regularly reviewing and updating your followed sources can ensure your Discover feed remains relevant and aligned with your interests.

Feature Description Launch Date
Top Stories Source Selection Allows Users to prioritize News Sites in standard Search. August 2025
Discover Following feature Enables Users to follow Publishers and Creators on Discover. September 2025
Expanded Content Types Integrates Articles, Shorts, and Social Media posts into Discover. September 2025

The precise criteria Google uses to determine which Creator content appears on the Discover page remain unclear. A representative did not provide a specific statement to answer this question prior to publication.

What impact will this have on smaller content creators? Do you think this move will ultimately benefit Publishers, or is it simply a cosmetic change?

Understanding Google Discover and its Importance

Google Discover is a personalized feed within the Google Search app, delivering content tailored to individual User interests. Unlike traditional Search, Discover proactively surfaces content rather than responding to specific queries. This makes it a powerful tool for content finding and a valuable source of traffic for Publishers and Creators.Maximizing visibility on Discover requires a strong understanding of google’s algorithms and a commitment to creating high-quality, engaging content.

Frequently Asked Questions about google Discover

  • What is Google Discover? Google Discover is a personalized content feed within the Google app that proactively shows users content based on their interests.
  • How can I follow Publishers on Google Discover? Simply tap on the Publisher’s name when viewing their content, and select the “follow” option.
  • will following a source guarantee its content appears in my feed? Following a source increases the likelihood of seeing its content, but it isn’t a guarantee.
  • What types of content will be available on Discover? Articles, YouTube Shorts, and posts from X and Instagram will all be integrated into the Discover experience.
  • How does this effect Publishers? This feature gives Publishers a direct avenue to reach engaged Users and potentially increase Traffic.
  • Is Google Discover the same as Google News? No,Google Discover is a personalized feed,while Google News aggregates headlines from various sources.

Share this article with your network and let us know your thoughts in the comments below!


How will this change impact the role of traditional publishers in content distribution?

Google Enhances Discover Page with creator-Focused Content delivery

The Shift: Google as a Direct Content Publisher

Google is fundamentally changing how content reaches audiences through its Discover feed. The tech giant is increasingly acting as a direct publisher of content from creators, bypassing traditional intermediary steps.This isn’t simply aggregation; it’s a move towards Google actively presenting details sourced directly from the individuals and organizations creating it. This evolution impacts content creators, publishers, and the future of online content revelation. The core of this change revolves around a more streamlined delivery system, prioritizing fresh perspectives and authentic voices.

understanding the New Discover Feed Dynamics

For years, Google Discover has curated content based on user interests, pulling from indexed web pages. Now, the emphasis is shifting.Google is actively seeking and showcasing content directly from creators, often presented in a card-like format within the Discover feed.

Here’s what’s changing:

* Direct Creator Integration: Creators can now contribute directly to Discover,offering a more immediate and unfiltered connection with their audience.

* Reduced Reliance on Traditional Articles: While traditional articles still feature, Google is prioritizing formats like short-form updates, insights, and direct creator statements.

* Enhanced Content Formats: Expect to see more visual content – images, videos, and perhaps interactive elements – delivered directly through the discover feed.

* focus on Expertise & Authority: Google’s algorithms are increasingly prioritizing content from established experts and authoritative sources within specific niches. This aligns with their ongoing efforts to combat misinformation and promote quality content.

How Does This Benefit content Creators?

This shift presents important opportunities for content creators. Here’s a breakdown of the advantages:

* Increased Visibility: Direct inclusion in Discover offers a massive potential audience reach, bypassing the competition of traditional search results.

* Stronger Brand Building: Presenting content directly under your brand name fosters a stronger connection with your audience and builds brand authority.

* Faster Content Distribution: Bypassing the publishing cycle allows for quicker dissemination of information and real-time engagement.

* Direct audience Feedback: Google Discover provides data insights into how users are interacting with your content,allowing for optimization and refinement.

* New Monetization Opportunities: While still evolving, the potential for direct monetization within the Discover feed is a growing possibility.

Optimizing Content for the Creator-Focused Discover Feed

To maximize your visibility in the new Discover feed, consider these optimization strategies:

* Prioritize Originality: Google values unique, insightful content. Avoid simply repurposing existing material.

* focus on Niche Expertise: Establish yourself as an authority in a specific area. Deep, focused content performs better.

* Utilize Structured Data: Implement schema markup to help Google understand the context of your content. This is crucial for accurate indexing and display.

* High-Quality Visuals: Images and videos are essential for attracting attention in the visually-driven Discover feed.

* Mobile-First Approach: Ensure your content is fully optimized for mobile devices, as the majority of Discover users access the feed on their smartphones.

* Consistent Posting: Regularly update your content to maintain visibility and demonstrate ongoing activity.

* Leverage Google One: Utilizing Google One for storage and features can indirectly benefit your content visibility within the Google ecosystem. (https://one.google.com/intl/fi_fi/about/)

Real-World Examples & Early Adopters

While the rollout is ongoing, several creators and organizations are already seeing positive results.News organizations are experimenting with short-form briefings delivered directly through Discover. Individual bloggers and thought leaders are leveraging the platform to share fast insights and updates.

* Financial Analysts: Several financial analysts are using Discover to provide daily market summaries and investment tips, reaching a wider audience than their traditional blog posts.

* Travel Bloggers: Travel bloggers are sharing real-time travel updates and destination guides, capitalizing on the immediacy of the discover feed.

* Tech Reviewers: Tech reviewers are posting quick product reviews and comparisons, offering instant insights to potential buyers.

The Future of Content Discovery

Google’s move towards creator-focused content delivery signals a broader shift in the online landscape. the traditional publisher-centric model is evolving, giving creators more control over their content and their audience relationships. This trend is likely to accelerate, with other platforms following suit. Staying ahead of the curve requires a proactive approach to content creation and optimization, focusing on originality, expertise, and direct engagement with your audience.

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News

Rolling Stone Sues Google: AI Summary Theft?

by Sophie Lin - Technology Editor
written by Sophie Lin - Technology Editor

Google’s AI Search Overviews: A Publishers’ Revolt and the Future of Content Discovery

An 89% drop in click-through rates. That’s the reality facing publishers like DMG Media, owner of the Daily Mail, since Google rolled out its AI Overviews. While Google insists its AI-powered search summaries aren’t harming traffic, a growing chorus of publishers – and now a lawsuit from Penske Media Corporation – paints a very different picture. This isn’t just about bruised egos; it’s a fundamental challenge to the future of online publishing and the delicate balance of power between content creators and the tech giants who distribute it.

The Core of the Conflict: Traffic, Monetization, and Control

Penske Media’s lawsuit, filed Friday, alleges that Google is leveraging its search monopoly to essentially extract free content for its AI summaries, simultaneously cannibalizing traffic to the original sources. The argument is straightforward: why click through to Rolling Stone to read an article when Google’s AI provides a concise summary at the top of the search results page? This directly impacts publishers’ ability to monetize their content through advertising and subscriptions. The lawsuit further claims Google has effectively forced publishers into a position where they must grant permission for their content to be used in AI summaries simply to remain indexed – visible – in search results. Refuse, and risk disappearing from Google altogether.

Google’s Defense and the “Relatively Stable” Narrative

Google, unsurprisingly, disputes these claims. A spokesperson stated that AI Overviews “create new opportunities for content to be discovered,” and that click volume remains “relatively stable year-over-year.” However, this claim is notably vague. What does “relatively stable” actually mean? And it clashes sharply with the data emerging from publishers. Beyond the Daily Mail’s reported 89% decline, reports from the Wall Street Journal indicate that Business Insider, The Washington Post, and HuffPost have all experienced traffic drops. Even Google’s own AI assistant, Gemini, when directly asked, acknowledges the negative impact on publisher traffic.

The Shifting Landscape of Search and Content Value

This dispute isn’t simply about short-term traffic fluctuations. It signals a fundamental shift in how people consume information online. For decades, search engines have acted as gatekeepers, directing users to websites where they could find in-depth content. Now, Google is attempting to become the destination itself, providing answers directly within the search results page. This disintermediates publishers, reducing their direct relationship with their audience and diminishing the value of their websites.

The Rise of “Zero-Click” Searches and the Implications for SEO

The trend towards “zero-click” searches – where users find the information they need directly within the search results without clicking through to a website – has been growing for years. AI Overviews are accelerating this trend. This has profound implications for SEO (Search Engine Optimization). Traditional SEO strategies focused on ranking highly in search results to drive traffic. Now, publishers may need to focus on strategies to get their content featured *within* the AI Overviews themselves, a far more challenging proposition. This could involve structured data markup, focusing on providing concise and authoritative answers to common questions, and optimizing content for featured snippets.

Beyond SEO: Diversification and Direct Audience Relationships

Relying solely on Google for traffic is becoming increasingly risky. Publishers need to diversify their revenue streams and build stronger direct relationships with their audiences. This includes:

  • Email Newsletters: Cultivating a loyal subscriber base provides a direct channel for content distribution.
  • Membership Programs: Offering exclusive content and benefits to paying members.
  • Social Media Engagement: Building a strong presence on platforms like X, Facebook, and Instagram.
  • Podcast and Video Content: Expanding beyond text-based articles to reach new audiences.

The Future of AI Search and the Publisher-Platform Relationship

The lawsuit filed by Penske Media is likely just the first of many. The outcome will have significant ramifications for the entire publishing industry. We can expect to see increased scrutiny of Google’s AI practices, potentially leading to regulatory intervention. Furthermore, publishers may explore alternative search technologies and platforms that offer a more equitable relationship. The key takeaway is this: the era of passively relying on Google to drive traffic is over. Publishers must proactively adapt to the changing landscape, prioritize direct audience engagement, and fight for a fair share of the value they create. The future of content discovery depends on it.

What strategies are you implementing to navigate the challenges posed by Google’s AI Overviews? Share your insights in the comments below!


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