Chata AI Raises $10 Million to Expand Deterministic AI in Finance
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Chata AI Raises $10 Million to Expand Deterministic AI in Finance

Led by 7Ridge and Izou Partners, the round will fuel expansion into TradFi, DeFi, and Wealthtech.

1/23/2026
Othmane Taki
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Calgary-based Chata Technologies has successfully closed a $10 million USD Series A funding round to scale its innovative AI platform. The investment, led by new institutional investors 7Ridge and Izou Partners, will fuel the company's expansion into the financial technology sector. Chata.ai aims to transform data interaction for finance professionals by providing a unique self-service analytics solution built on precision and consistency.


Strategic Investment for Financial Sector Expansion

The funding round signals significant institutional confidence in Chata.ai’s vision, with 7Ridge and Izou Partners leading the investment. As part of the deal, Jeremie Bacon, Managing Director at Izou Partners, will join Chata's board of directors. This strategic backing, which also includes existing shareholders like founder Kelly Cherniwchan, provides a strong foundation for the company's next growth phase.

With this new capital, Chata.ai plans an aggressive expansion of its proactive self-service analytics platform across key financial verticals. The company will specifically target the Traditional Finance (TradFi), Decentralized Finance (DeFi), and Wealthtech sectors. This focus addresses the growing demand for real-time, trusted data access in increasingly complex and regulated financial environments where accuracy is non-negotiable.

A Deterministic Approach to AI in Finance

Chata.ai distinguishes itself from mainstream AI through its proprietary deterministic model, which contrasts sharply with common probabilistic systems. This unique architecture ensures that the same natural language query will consistently produce the exact same output every time. This level of reliability is crucial for financial applications where precision is paramount and ambiguity can lead to costly errors.

The company's technology moves away from resource-intensive GPU processing, instead utilizing more efficient CPU-based inference. This approach not only significantly reduces computational costs but also enhances scalability for enterprise-level deployment. Veronica Augustsson of 7Ridge called the model a "commercial game-changer" that offers the audit trail required by demanding financial institutions.

Building Trust and Precision in a Regulated Industry

A primary challenge limiting AI adoption in finance is the "hallucination" problem, where generative models produce plausible but incorrect information. Chata.ai directly solves this by eliminating the "black box" nature of probabilistic AI, providing transparent and verifiable results. This capability is essential for meeting the stringent compliance and auditing standards of the financial industry.

CEO Kelly Cherniwchan emphasized that in an era where "precision is the only currency that matters," financial professionals cannot afford 'likely' answers. The platform is designed to act as a definitive source of truth for both human users and other AI agents. This ensures that all data-driven decisions are grounded in consistent and accurate information, fostering trust in automated workflows.

According to Jeremie Bacon of Izou Partners, Chata.ai effectively solves the "cost and trust equation" that has hindered the industry. The technology empowers wealthtech and finance professionals to harness their data's full potential without the typical massive infrastructure overhead. This combination of reliability and efficiency positions the platform as a vital tool for modern financial operations.


This $10 million Series A funding round marks a pivotal moment for Chata.ai, validating its unique deterministic approach to artificial intelligence. The investment not only provides the capital for significant expansion but also reinforces the market's demand for precision and reliability. As the financial industry continues its digital transformation, Chata.ai is now strongly positioned to become a foundational technology for trusted data analytics.