{"id":34974,"date":"2026-02-04T09:52:44","date_gmt":"2026-02-04T07:52:44","guid":{"rendered":"https:\/\/scroll.media\/2026\/02\/04\/ukrainian-founded-principle-raises-2m-for-ai-forecasting-platform-for-businesses\/"},"modified":"2026-02-05T00:02:50","modified_gmt":"2026-02-04T22:02:50","slug":"ukrainian-founded-principle-raises-2m-for-ai-forecasting-platform-for-businesses","status":"publish","type":"post","link":"https:\/\/scroll.media\/en\/2026\/02\/04\/ukrainian-founded-principle-raises-2m-for-ai-forecasting-platform-for-businesses\/","title":{"rendered":"Ukrainian-founded Principle Raises $2M for AI Forecasting Platform for Businesses"},"content":{"rendered":"\n<p>Principle, an AI-powered strategic forecasting platform, has raised $2 million in pre-seed funding. The round was led by SMRK VC and SMOK Ventures, with participation from RideHome AI Fund, a16z Scout Fund, Bain Capital Scout Fund, and Unpopular Ventures.<\/p>\n\n<h2 class=\"wp-block-heading\">About the startup<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>Founded in 2024, Ukrainian startup Principle is building a strategic forecasting platform that helps companies model competitive futures for better strategic decision-making.<\/li>\n\n\n\n<li>The platform is already being piloted with Fortune 500 companies, government agencies, and leaders in the energy market.<\/li>\n<\/ul>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u00abMost of a company\u2019s value lies in its future. Principle helps businesses unlock that potential,\u00bb said Vlad Tislenko, Partner at SMRK VC.<\/p>\n\n\n\n<p>\u00abStrategic forecasting has always required deep expertise, but until now, there has been no infrastructure for scaling it. We are investing to help the team bring Principle to the global enterprise market,\u00bb said Sasha Yatsenko, Principal at SMOK Ventures.<\/p>\n<\/blockquote>\n\n<ul class=\"wp-block-list\">\n<li>Principle was founded by Artur Kiulian and Yuriy Filipchuk, originally from Ukraine, who have experience at Google and CERN and have collaborated with the White House and large corporations.<\/li>\n\n\n\n<li>The company is now based in San Francisco. As a pre-seed startup, Principle also received a grant from the Google for Startups Ukraine Support Fund.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">What problem are they solving?<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>In most companies, strategic decisions are made using outdated information, intuition, and static plans that quickly become irrelevant as market conditions change. Scalable, full-fledged scenario planning remains a privilege of large corporations such as Shell, which employs hundreds of specialists to model possible futures.<\/li>\n<\/ul>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u00abEvery Fortune 500 company we talk to has the same problem: they misread market signals, react too slowly to structural changes, and by the time it becomes obvious, it\u2019s too late. We are building infrastructure that makes strategic forecasting accessible to every company,\u00bb said Artur Kiulian, co-founder and CEO of Principle.<\/p>\n<\/blockquote>\n\n<ul class=\"wp-block-list\">\n<li>Principle creates digital twins of companies, competitors, regulators, and market forces, then runs simulations across hundreds of strategic scenarios. Unlike conventional AI tools, the platform relies on persistent models that are continuously updated with new market data, such as competitor actions, regulatory changes, price fluctuations, and M&A activity.<\/li>\n\n\n\n<li>The company is also training <a href=\"https:\/\/www.axios.com\/2025\/12\/02\/amazon-reinvent-nova-forge\">its own model on AWS Nova<\/a> architecture to improve how it classifies the probability of future market events, joining early adopters such as Reddit, Sony, and Booking.com.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Background<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>Principle grew out of the founders\u2019 experience working with governments on implementing AI at the national level. In 2025, the team signed a memorandum with Ukraine\u2019s Ministry of Digital Transformation to help develop national AI capabilities. That work evolved into a collaboration with Texty.org.ua on research into artificial intelligence in the context of Ukrainian sovereignty \u2014 a project later included in the Global Investigative Journalism Network\u2019s selection of the <a href=\"https:\/\/gijn.org\/stories\/2025-editors-picks-data-journalism\/\">best data journalism stories of 2025.<\/a><\/li>\n<\/ul>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"938\" src=\"https:\/\/scroll.media\/wp-content\/uploads\/2026\/02\/image-2.jpeg\" alt=\"\" class=\"wp-image-34907\" srcset=\"https:\/\/scroll.media\/wp-content\/uploads\/2026\/02\/image-2.jpeg 1600w, https:\/\/scroll.media\/wp-content\/uploads\/2026\/02\/image-2-300x176.jpeg 300w, https:\/\/scroll.media\/wp-content\/uploads\/2026\/02\/image-2-1024x600.jpeg 1024w, https:\/\/scroll.media\/wp-content\/uploads\/2026\/02\/image-2-768x450.jpeg 768w, https:\/\/scroll.media\/wp-content\/uploads\/2026\/02\/image-2-1536x900.jpeg 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n<ul class=\"wp-block-list\">\n<li>The collaboration later expanded to the Middle East, including benchmarking AI models with Doha Institute for Graduate Studies as part of the Qatar Sovereign AI Initiative, as well as partnerships with the Dubai Health Authority on public health strategy and the Dubai Future Foundation on scenario modeling for healthcare system resilience.<\/li>\n\n\n\n<li>This experience allowed the team to test its methodologies at a scale of data inaccessible to most startups.<\/li>\n<\/ul>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u00abCorporate AI solutions have optimized individual productivity \u2014 assistants for coding and document writing. Palantir helps companies process internal data efficiently. But there is still a lack of solutions focused on determining a company\u2019s strategic direction. We took the methodology of military simulations, or wargaming, and adapted it to business strategy,\u00bb said Yuriy Filipchuk, co-founder of Principle.<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Principle, an AI-powered strategic forecasting platform, has raised $2 million in pre-seed funding. The round was led by SMRK VC and SMOK Ventures, with participation from RideHome AI Fund, a16z Scout Fund, Bain Capital Scout Fund, and Unpopular Ventures. About the startup \u00abMost of a company\u2019s value lies in its future. Principle helps businesses unlock \u2026 <a title=\"Ukrainian-founded Principle Raises $2M for AI Forecasting Platform for Businesses\" class=\"read-more\" href=\"https:\/\/scroll.media\/en\/2026\/02\/04\/ukrainian-founded-principle-raises-2m-for-ai-forecasting-platform-for-businesses\/\" aria-label=\"Read more about Ukrainian-founded Principle Raises $2M for AI Forecasting Platform for Businesses\">Read more<\/a><\/p>\n","protected":false},"author":6,"featured_media":34910,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[113],"tags":[421,820,819],"class_list":["post-34974","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-investments-en","tag-agreements","tag-smok-ventures-en","tag-smrk-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ukrainian-founded Principle Raises $2M for AI Forecasting Platform for Businesses | Scroll.media<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/scroll.media\/en\/2026\/02\/04\/ukrainian-founded-principle-raises-2m-for-ai-forecasting-platform-for-businesses\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ukrainian-founded Principle Raises $2M for AI Forecasting Platform for Businesses | Scroll.media\" \/>\n<meta property=\"og:description\" content=\"Principle, an AI-powered strategic forecasting platform, has raised $2 million in pre-seed funding. 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