Heidel\u00adberg \u2014 The Euro\u00adpean startup kausable has raised 12 million euros in its seed funding round to deve\u00adlop causal AI that adapts effi\u00adci\u00adently and robustly to chan\u00adging contexts without the need for retrai\u00adning. The deep-tech startup has ties to Heidel\u00adberg Univer\u00adsity and Black Forest Labs (BFL), one of Europe\u2019s most promi\u00adnent AI compa\u00adnies, among others. <\/p>\n
Inves\u00adtors<\/strong><\/p>\n German and Belgian inves\u00adtors UVC Part\u00adners and Entou\u00adrage<\/strong> are leading the round, with addi\u00adtio\u00adnal support from German inves\u00adtors HTGF and M\u00e4tch VC<\/strong>. kausable is also backed by various private busi\u00adness angels from the AI indus\u00adtry and acade\u00admia, who work at compa\u00adnies such as Black Forest Labs, OpenAI, Google Deep\u00adMind, Noxtua, and the Euro\u00adpean Labo\u00adra\u00adtory for Lear\u00adning and Intel\u00adli\u00adgent Systems (ELLIS). This funding round comes at a time when, due to geopo\u00adli\u00adti\u00adcal insta\u00adbi\u00adlity, stra\u00adte\u00adgic digi\u00adtal sove\u00adreig\u00adnty and AI deve\u00adlo\u00adped in and for Europe are beco\u00adming incre\u00adasingly important. <\/p>\n Fron\u00adtier AI \u2013 Deve\u00adlo\u00adped and Supported in Europe<\/strong><\/p>\n \u201cThe world is evol\u00adving at a rapid pace, and AI should do the same. Yet even the most powerful AI systems are curr\u00adently still very static and require frequent, time-consum\u00ading, and costly retrai\u00adning. With kausable, we\u2019re solving this problem by deve\u00adlo\u00adping a new type of causal world model that adapts effi\u00adci\u00adently and robustly to the ever-chan\u00adging world. This offers enorm\u00adous oppor\u00adtu\u00adni\u00adties in highly dyna\u00admic fields such as robo\u00adtics, the energy sector, and finance. \u201cWe are exci\u00adted to work with our investors\u2014UVC Part\u00adners, Entou\u00adrage, HTGF, and M\u00e4tch VC\u2014to advance Euro\u00adpean AI at a pivo\u00adtal moment,\u201d explains Johan\u00adnes Haux<\/strong> (CEO and co-foun\u00adder of kausable). <\/p>\n \u201cThe poten\u00adtial we see here is enorm\u00adous: Virtually every indus\u00adtrial company relies on complex systems whose deve\u00adlo\u00adp\u00adment and opera\u00adtion are diffi\u00adcult to predict and control, and curr\u00adently, the use of AI in each of these systems is time-consum\u00ading and costly. kausable drasti\u00adcally redu\u00adces this effort. This trans\u00adforms AI from a series of costly indi\u00advi\u00addual projects into a solu\u00adtion that can be scaled across the entire indus\u00adtrial land\u00adscape; and that is precis\u00adely why we are leading this funding round,\u201d empha\u00adsi\u00adzes Andreas Unseld<\/strong> (part\u00adner at UVC Partners). <\/p>\n \u201cMost AI models are trai\u00adned to remem\u00adber the past. kausable is deve\u00adlo\u00adping AI that can think about the future. Instead of rely\u00ading on ever-larger data\u00adsets and constant retrai\u00adning, they\u2019re taking a funda\u00admen\u00adtally diffe\u00adrent approach: systems that adapt, infer causal rela\u00adti\u00adonships, and solve problems they\u2019ve never encoun\u00adte\u00adred before. This is an ambi\u00adtious scien\u00adti\u00adfic endea\u00advor and exactly the kind of ground\u00adbrea\u00adking AI company we\u2019re eager to support,\u201d empha\u00adsi\u00adzes Pieter\u00adjan Bouten<\/strong> (co-foun\u00adder of Entourage). <\/p>\n From Heidel\u00adberg Univer\u00adsity to Pionee\u00adring AI Research<\/strong><\/p>\n Johan\u00adnes Haux (CEO), Dr. Benja\u00admin Herde\u00adanu (CTO), and Gregor Ramien (COO) foun\u00added kausable in 2025, drawing on their rese\u00adarch at Heidel\u00adberg Univer\u00adsity as well as their profes\u00adsio\u00adnal expe\u00adri\u00adence in start\u00adups and highly regu\u00adla\u00adted indus\u00adtries such as cyber\u00adse\u00adcu\u00adrity and banking. That same year, they closed their pre-seed funding round at 1.5 million euros and recently deve\u00adlo\u00adped TipPFN, a zero-shot-capa\u00adble fore\u00adcas\u00adting model for complex, dyna\u00admic systems that predicts \u201cblack swans\u201d (rare but far-reaching events) in various fields of appli\u00adca\u00adtion, such as medi\u00adcine or the energy sector. kausable\u2019s \u201creaso\u00adning-first\u201d AI learns in a way simi\u00adlar to humans: A robust, univer\u00adsal set of intui\u00adti\u00adons (the \u201cworld model\u201d) helps the AI adapt quickly to chan\u00adges in its envi\u00adron\u00adment with mini\u00admal new infor\u00adma\u00adtion. Toge\u00adther with rese\u00adar\u00adchers from Colum\u00adbia Univer\u00adsity, the team recently published a rese\u00adarch paper vali\u00adda\u00adting their approach. <\/p>\n kausable plans to use the invest\u00adment to expand its nine-person team and further deve\u00adlop its Fron\u00adtier model.<\/p>\n About kausable<\/strong> In 2026, kausable recei\u00adved 12 million euros in seed funding from Euro\u00adpean inves\u00adtors UVC Part\u00adners, Entou\u00adrage, HTGF, and M\u00e4tch VC. In addi\u00adtion, kausable is supported by private busi\u00adness angels from the AI indus\u00adtry and the acade\u00admic commu\u00adnity. \u2014 www.kausable.ai <\/p>\n About UVC Partners With more than 700 million euros in assets under manage\u00adment, UVC Part\u00adners initi\u00adally invests up to 15 million euros in compa\u00adnies at various stages, from early-stage to growth-stage. Over the entire term of the invest\u00adment, up to 30 million euros can be provi\u00added per company. <\/p>\n Beyond capi\u00adtal, the invest\u00adment team at UVC Part\u00adners is a \u201ctech team for tech teams\u201d\u2014it supports foun\u00adders in buil\u00adding and scaling market-leading compa\u00adnies. Through its unique access to UnternehmerTUM\u2014Europe\u2019s leading inno\u00adva\u00adtion center\u2014the VC offers a high-performing ecosys\u00adtem of entre\u00adpre\u00adneurs, key busi\u00adness decis\u00adion-makers, and top rese\u00adar\u00adchers. UVC Part\u00adners\u2019 value crea\u00adtion team provi\u00addes direct access to a network of over 1,000 companies\u2014potential custo\u00admers and stra\u00adte\u00adgic part\u00adners. \u2014 www.uvcpartners.com <\/p>\n About Entou\u00adrage About M\u00e4tch VC Heidel\u00adberg \u2014 The Euro\u00adpean startup kausable has raised 12 million euros in its seed funding round to deve\u00adlop causal AI that adapts effi\u00adci\u00adently and robustly to chan\u00adging contexts without the need for retrai\u00adning. The deep-tech startup has ties to Heidel\u00adberg Univer\u00adsity and Black Forest Labs (BFL), one of Europe\u2019s most promi\u00adnent AI compa\u00adnies, among others. [\u2026]<\/p>\n","protected":false},"author":2,"featured_media":60716,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"footnotes":""},"categories":[1366],"tags":[],"class_list":["post-60718","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-en"],"yoast_head":"\n
\nThe Heidel\u00adberg-based AI startup kausable deve\u00adlops causal AI that adapts auto\u00adno\u00admously to new contexts without trai\u00adning and using mini\u00admal amounts of data. kausable was foun\u00added in 2025 by Johan\u00adnes Haux (CEO), Dr. Benja\u00admin Herde\u00adanu (CTO), and Gregor Ramien (COO), three physi\u00adcists with ties to Heidel\u00adberg Univer\u00adsity and Black Forest Labs. kausable has alre\u00adady published a paper in colla\u00adbo\u00adra\u00adtion with experts from Colum\u00adbia Univer\u00adsity and deve\u00adlo\u00adped TipPFN, a zero-shot-capa\u00adble model for predic\u00adting rare, high-impact events in complex dyna\u00admic systems. <\/p>\n
\n<\/strong>
\n UVC Part\u00adners supports Europe\u2019s most ambi\u00adtious B2B tech foun\u00adders in buil\u00adding new market leaders. From deep tech to AI, the firm has inves\u00adted in promi\u00adsing start\u00adups, inclu\u00adding Isar Aero\u00adspace, Proxima Fusion, Q.ANT, Aleph Alpha, Tacto, Flix, and FINN. <\/p>\n
\n<\/strong>
\n Entou\u00adrage is an early-stage venture capi\u00adtal firm foun\u00added by Pieter\u00adjan Bouten, co-foun\u00adder of Show\u00adpad. Built by prac\u00adti\u00adtio\u00adners, Entou\u00adrage supports the next gene\u00adra\u00adtion of legen\u00addary foun\u00adders from the pre-seed to seed stages in the fields of AI, robo\u00adtics, enter\u00adprise soft\u00adware, and deep tech. Entou\u00adrage brings more than just capi\u00adtal to the table; the team has first\u00adhand expe\u00adri\u00adence buil\u00adding and scaling global tech\u00adno\u00adlogy compa\u00adnies. Its port\u00adfo\u00adlio includes ground\u00adbrea\u00adking compa\u00adnies such as Aikido, Lexroom, and Conveo. <\/p>\n
\n<\/strong>
\n M\u00e4tch VC is a Euro\u00adpean venture capi\u00adtal inves\u00adtor based in Stutt\u00adgart that focu\u00adses on deep tech in the pre-seed phase. As a part\u00adner from the very begin\u00adning, the fund is usually the first name on the foun\u00adders\u2019 cap table. In addi\u00adtion to capi\u00adtal (\u20ac50 million in fund size), M\u00e4tch VC offers a unique network of 91 family-owned busi\u00adnesses, indus\u00adtry execu\u00adti\u00adves, and founders\u2014including names such as Trumpf, Ritter Sport, and Fest\u00adool. Follow-on finan\u00adcing rounds for port\u00adfo\u00adlio compa\u00adnies are regu\u00adlarly led by global Tier\u20111 funds. The port\u00adfo\u00adlio includes, among others, Black Forest Labs (Fron\u00adtier AI Lab), Block\u00adbrain (modu\u00adlar AI plat\u00adform), Atmos Space Cargo (space tech), and XOR (cyber\u00adse\u00adcu\u00adrity). \u2014 www.maetch.vc\/<\/p>\n","protected":false},"excerpt":{"rendered":"