Inference Research

Inference Research is an AI-native quantitative trading firm focused on digital assets and traditional financial markets.

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Updated: Feb 17, 2026 ·

About

Inference Research is an AI-native quantitative trading firm that operates across both digital assets and traditional financial markets. The firm leverages advanced artificial intelligence to develop and execute its trading strategies, positioning itself at the frontier of global market evolution. Its operations are driven by the integration of AI and blockchain technologies, enabling engagement with a broad spectrum of financial instruments and market dynamics.

Founded by Luke Peijiu Li, Inference Research is headquartered in Hong Kong. The firm focuses on delivering sophisticated quantitative trading solutions by continuously adapting its AI-native framework to the evolving nature of global financial markets.

Recent News & Mentions

Feb 11, 2026FundingInference Research - Seed

Financial History

Inference Research has raised $20.0M across 1 funding round. Most recently, it raised $20.0M Seed in February 2026.

Total Raised

$20.0M

Valuation

N/A

Funding Rounds Raised

Date	Round	Lead Investors	Other Investors
Feb 11, 2026	$20.0M Seed	Avenir Group

Financial History

Inference Research has raised $20.0M across 1 funding round.

Total Raised

$20.0M

Valuation

N/A

Deep Dive

Inference Research is an AI-native quantitative trading firm specializing in strategies across digital assets and traditional financial markets. The firm's core mission involves leveraging advanced artificial intelligence to identify and execute trading opportunities within complex and evolving financial landscapes, aiming to generate consistent returns through systematic approaches.

The "AI-native" aspect of Inference Research signifies that artificial intelligence is fundamental to its operational design and strategic decision-making processes. This approach allows the firm to process vast amounts of data, identify intricate patterns, and implement sophisticated trading algorithms with precision and efficiency, differentiating its methodology from conventional trading firms.

The firm's operational scope encompasses both the nascent and rapidly developing digital asset markets, alongside established traditional financial markets. This dual focus enables Inference Research to diversify its strategies, mitigate risks, and adapt to the unique characteristics and regulatory environments present in each market segment.

Inference Research positions itself at the frontier of global market evolution, driven by the integration of AI and blockchain technologies. These technological pillars are central to its methodology, facilitating innovative trading solutions and enabling the firm to navigate and capitalize on new market paradigms, particularly those emerging from the intersection of finance and technology.

The company was founded by Luke Peijiu Li, who also serves as its CEO, providing leadership and strategic vision. Llorenc O'Prey holds a Director position within the firm, contributing to its strategic direction and operational oversight.

Inference Research maintains its headquarters in Hong Kong, a significant global financial hub known for its dynamic financial ecosystem and proximity to key Asian markets. This strategic location supports its operations across its diverse market segments and facilitates engagement with international financial networks.

Sources

Frequently Asked Questions

What specific market segments does Inference Research target with its quantitative trading strategies?

Inference Research targets both digital assets and traditional financial markets with its AI-native quantitative trading strategies.

How does Inference Research leverage technology in its trading operations?

The firm is AI-native, meaning its operations are driven by advanced artificial intelligence and blockchain technologies to develop and execute trading strategies.