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Learn More<\/em><\/p>\n\n\n\n You.com launched a new artificial intelligence research tool today that promises to transform how businesses conduct market research by analyzing hundreds of sources simultaneously and producing comprehensive reports in minutes instead of weeks.<\/p>\n\n\n\n The tool, called Advanced Research & Insights agent (ARI), targets the $250-billion management consulting industry by automating the labor-intensive research process that typically requires teams of analysts to pore over documents for days or weeks.<\/p>\n\n\n\n \u201cThe entire world of knowledge work is changing, and that\u2019s a trillion-dollar-plus industry,\u201d said Richard Socher, cofounder and CEO of You.com, in an interview with VentureBeat. \u201cWhen every employee has instant access to comprehensive, validated insights that previously required teams of consultants and weeks of work, it changes the speed and quality of business decision-making.\u201d<\/p>\n\n\n\n What sets ARI apart from existing AI research tools is its ability to process and analyze more than 400 sources simultaneously \u2014 roughly 10 times the number that competing systems can handle, according to the company. This capability comes from a novel approach to managing context and compressing information.<\/p>\n\n\n\n \u201cThe way that we\u2019re able to find that many sources is [that] we\u2019re taking this iterative research approach,\u201d Bryan McCann, cofounder and CTO of You.com, told VentureBeat. \u201cWe bring back an initial set of sources, summarize and create a first research report, and then gather even more. At each step, we\u2019re compressing that information down so we\u2019re only adding new things.\u201d<\/p>\n\n\n\n ARI doesn\u2019t just compile text-based reports. The system automatically generates interactive visualizations based on the data it discovers \u2014 a feature You.com claims is unique among current AI research tools.<\/p>\n\n\n\n During a demonstration, Socher showed examples of automatically generated reports on renewable energy that included interactive plots showing a variety of information.<\/p>\n\n\n\n \u201cIt puts together this beautiful PDF,\u201d Socher said. \u201cSince it talks about energy, it includes useful plots looking at market size, market growth expectations, mix of renewables and fossil fuels, solar energy growth rates.\u201d<\/p>\n\n\n\n Crucially for enterprise customers, ARI provides direct source verification for every claim. Users can click on any citation and the system will highlight exactly where the information came from, making fact-checking substantially faster.<\/p>\n\n\n\n \u201cWhen you click on the citation, it actually scrolls down and highlights exactly where it found that fact,\u201d Socher demonstrated. \u201cIf your career and your job depends on the facts being right, that\u2019s very helpful.\u201d<\/p>\n\n\n\n You.com is positioning ARI primarily for enterprise customers in research-intensive industries. Early adopters include Germany\u2019s largest medical publisher, Wort & Bild Verlag, and global consulting firm APCO Worldwide.<\/p>\n\n\n\n \u201cWe already have several hundreds of active accounts from each major consulting company,\u201d Socher noted. \u201cWe\u2019re excited to partner with them and help them be more productive.\u201d<\/p>\n\n\n\n Dr. Dennis Ballwieser, managing director at Wort & Bild Verlag, reported that research time \u201chas dropped from a few days to just a few hours\u201d through using ARI, and praised the accuracy of its results across both German and English content.<\/p>\n\n\n\n ARI enters an increasingly crowded marketplace for AI research tools. Recent weeks have seen announcements of DeepSeek, Claude 3.7 from Anthropic and various other research-oriented models.<\/p>\n\n\n\n Socher claims ARI differentiates itself through comprehensiveness, verification capabilities and speed. \u201cCompared to research tools from OpenAI, for instance, ARI has 10 times the sources, but at the same time, it\u2019s three times faster,\u201d he said.<\/p>\n\n\n\n This comparison is significant given the competitive landscape. OpenAI\u2019s Deep Research, powered by its o3 model, leads the market with roughly an 8% hallucination rate but typically processes only 15-30 sources per query. Google launched its own Deep Research feature in December, while Perplexity and X.AI\u2019s Grok 3 have also entered the race with similar offerings.<\/p>\n\n\n\n Unlike some competing systems, ARI doesn\u2019t make decisions about which information is most trustworthy but instead presents comprehensive findings.<\/p>\n\n\n\n \u201cARI is optimized for comprehensiveness, so if it comes across contradicting statements, it\u2019s much more likely to just tell you this source said this, and these sources said that,\u201d McCann explained. \u201cIt\u2019s not really inclined to make the decision for you as to which information is the most trustworthy.\u201d<\/p>\n\n\n\n A key aspect of ARI\u2019s enterprise strategy is its ability to incorporate internal company data alongside public sources \u2014 creating a bridge between an organization\u2019s proprietary information and the broader research landscape.<\/p>\n\n\n\n \u201cThe biggest thing that we\u2019re already doing now with enterprise customers is to give ARI access to their company internal data,\u201d Socher said. \u201cSo you get all these amazing dashboards and insights right away about your own organization.\u201d<\/p>\n\n\n\n You.com is taking an unusual approach to pricing ARI, charging per report rather than based on computational resources consumed \u2014 a strategy that aligns costs with business value rather than technical implementation.<\/p>\n\n\n\n \u201cWe\u2019re looking at pricing not by token anymore, but more on a usage basis, at the actual response level,\u201d McCann explained. \u201cThinking of it more like: The final piece of collateral that comes out is the thing that you\u2019re paying for \u2014 orders of magnitude cheaper than it would have cost in the past.\u201d<\/p>\n\n\n\n This approach reflects You.com\u2019s belief that AI usage will follow Jevons paradox: as efficiency increases, total consumption rises rather than falls.<\/p>\n\n\n\n \u201cOf course, the training costs will continue to decrease,\u201d said Socher. \u201cBut when everyone realizes that giving a model more computational resources at run-time produces better results, it no longer makes sense to think about intelligence as a fixed property of any single model.\u201d<\/p>\n\n\n\n You.com sees ARI as just the first step in transforming how organizations approach knowledge work. The company plans to make ARI more agentic \u2014 capable of taking independent actions based on research findings.<\/p>\n\n\n\n \u201cFor as long as we\u2019ve been building it, we\u2019ve wanted to make it more agentic,\u201d McCann said. \u201cIf you can access almost all of the information out there about a thing, that should provide a better foundation for any decision-making on top of that information.\u201d<\/p>\n\n\n\n Socher frames You.com\u2019s evolution around what he calls \u201cthe four A\u2019s: accurate answers, agents and AGI.\u201d He envisions a future when everyone becomes a manager of AI systems.<\/p>\n\n\n\n \u201cKids that grow up with Siri and Alexa in the house already learn to assign certain questions to those things,\u201d Socher observed. \u201cThat\u2019s the first baby steps of becoming managers for AI.\u201d<\/p>\n\n\n\n And as those AIs get smarter, we\u2019re going to manage them more carefully while giving them increasingly complex tasks \u2014 with research reports being just the beginning of what promises to be a profound transformation in how knowledge work gets done.<\/p>\n Daily insights on business use cases with VB Daily<\/strong><\/p>\n If you want to impress your boss, VB Daily has you covered. We give you the inside scoop on what companies are doing with generative AI, from regulatory shifts to practical deployments, so you can share insights for maximum ROI.<\/p>\n \n\t\t\t\t\tThanks for subscribing. Check out more VB newsletters here.\n\t\t\t\t<\/p>\n An error occured.<\/p>\n<\/p><\/div>\n
\n<\/div>10x more sources: How ARI\u2019s technical breakthrough powers enterprise research<\/h2>\n\n\n\n
\u2018Click to Verify\u2019: How ARI solves AI\u2019s accuracy problem for business users<\/h2>\n\n\n\n
Beyond public data: how ARI integrates enterprises\u2019 internal knowledge<\/h2>\n\n\n\n
From research to action: ARI\u2019s future as an autonomous business agent<\/h2>\n\n\n\n
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