Principle Raises $2M Pre-Seed to Bring Military-Style Simulations to Corporate Strategy

The AI-powered strategic foresight platform aims to help companies make better decisions by modeling competitive futures.

Feb. 2, 2026 at 2:55pm by Ben Kaplan

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Principle, a strategic foresight platform that uses AI to simulate competitive futures, has raised $2 million in pre-seed funding. 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. Principle positions its product as an alternative to static planning documents and intuition-driven decision-making, building 'digital twins' of companies, competitors, regulators, and market forces to run adversarial simulations across potential strategic paths.

Why it matters

The company says it is already running pilots with multiple Fortune 500 companies, governments, and organizations in energy and technology that are exploring acquisition strategies. Principle aims to help organizations translate their investments in AI into higher-quality strategic decisions by continuously refreshing assumptions as new intelligence arrives.

The details

Principle was founded in 2024 and is headquartered in San Francisco. The company traces its origin to government-oriented work on AI adoption and national-level capabilities, later expanding into the Middle East. Principle argues that recent advances in large language models enable simulation of how markets and organizations behave, not just answering one-off questions. The founders cite backgrounds spanning behavioral simulation research at Google, physics modeling at CERN, and strategic technology work for the White House.

  • Principle was founded in 2024.
  • In 2025, the team signed an MOU with the Ministry of Digital Transformation of Ukraine and later expanded related benchmarking and scenario work into the Middle East.

The players

Principle

A strategic foresight platform that uses AI to simulate competitive futures.

SMRK VC

One of the lead investors in Principle's $2 million pre-seed funding round.

SMOK VC

One of the lead investors in Principle's $2 million pre-seed funding round.

Artur Kiulian

Co-founder and CEO of Principle.

Oleksandr Kosovan

CEO and Founder of MacPaw, an early user of Principle's platform.

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What they’re saying

“Every Fortune 500 company we talk to has the same pattern. They misread market signals, they react too slowly to structural shifts, and by the time something obvious in hindsight becomes clear, it's already too late.”

— Artur Kiulian, co-founder and CEO of Principle

“Governments and enterprises would invest heavily in AI infrastructure, then face a utilization problem. That's when we realized the real opportunity wasn't building more AI — it was building the decision layer on top of it.”

— Artur Kiulian, co-founder and CEO of Principle

“Principle helps us build that muscle: turning strategy into an iterative process where we explore scenarios, learn quickly, and decide based on evidence, not intuition alone.”

— Oleksandr Kosovan, CEO & Founder of MacPaw

What’s next

With the new capital, Principle says it will invest in the simulation core, real-time market intelligence integration, and an interface designed for strategy operators to work directly with scenarios. The company is also expanding its enterprise pilot program to target additional Fortune 500 customers across industrial, technology, and financial services.

The takeaway

Principle's AI-powered strategic foresight platform aims to help companies make better decisions by modeling competitive futures, an alternative to static planning and intuition-driven decision-making. The company's approach of building 'digital twins' and running adversarial simulations could help organizations translate their AI investments into more informed, evidence-based strategic choices.