Ukrainian AI startup Principle raises $2 million in investment
Principle, a startup with Ukrainian roots that is developing an AI-based strategic forecasting platform, has raised $2 million in pre-seed investment.
Principle, a startup with Ukrainian roots that is developing an AI-based strategic forecasting platform, has raised $2 million in pre-seed investment.
The round was led by SMRK VC and SMOK VC with participation from RideHome AI Fund, a16z Scout Fund, Bain Capital Scout Fund, and Unpopular Ventures, Forbes Ukraine writes .
About the startup
Principle, based in San Francisco, was founded in 2024 by Ukrainians Artur Kyulyan and Yuriy Filipchuk. The startup has already received a support grant from the Google for Startups Ukraine Support Fund.
In 2025, the team signed a memorandum with the Ministry of Digital Transformation of Ukraine, collaborated with Texty.org.ua in artificial intelligence research, and also implemented projects in the Middle East, including with the Dubai Health Authority, Dubai Future Foundation, and Doha Graduate Studies University.
Principle focuses on solving the problem of ineffective strategic planning in companies. The platform brings the approach of military simulations to corporate strategy, allowing businesses to adapt faster to market changes.
The startup's technology creates digital twins of companies, their competitors, regulators, and market forces, then models hundreds of strategic scenarios.
The system works with persistent models that are constantly updated to take into account new market data - competitor actions, regulatory changes, price fluctuations and M&A activity. The company also trains its own model on the AWS Nova architecture to increase the accuracy of predicting future market events.
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