Beever AI

Boosting Being, Building Futures, Bridging Beyond.

In Collaboration with AI Frontiers

A Frontier AI Research Lab in Toronto

In Toronto’s thriving AI ecosystem, our AI Research Lab gathers AI experts dedicated in AI research, machine learning, and driving innovation.

Advancing AI Research for Human

At Beever AI, we bridge the gap between pioneering AI research—from foundational papers to LLM training and real-world impact. We specialize in delivering enterprise-grade agentic AI applications, engineer for the most demanding environments.

Putting Cutting-Edge AI into Action

At Beever AI, we translate advancements from research papers and LLM training into practical, real-world applications.

Turn AI into ROI

We demonstrate the value of AI by translating investments into tangible ROI. Our AI technology is designed with full transparency on token costs, training expenses, and operational overhead, making your AI investments measurable.

Agentic Solutions for Enterprises

We deliver enterprise-grade agentic AI applications built for demanding environments. Prioritizing scalability, safety, and security-by-design, our solutions offer flexible infrastructure configurations, ensuring robust privacy and seamless integration into your existing systems.

Embrace Diversities and Collaborations

We believe diverse collaboration is key to profound AI breakthroughs. We welcome partnerships with research labs, subject matter experts, and passionate individuals to co-create impactful AI research and applications together.

Turning Frontier AI Research into Action

Transforming AI Research into Technological Breakthroughs

MAGIC: Agentic LLM training

MAGIC is an advanced agent team that facilitates the training of low-resource language models and industrial LLMs, offering configurable infrastructures and comprehensive data source integration.

TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding

Text to long video with over 5 minutes for STEM education. Understanding domain-specific theorems often requires more than just text-based reasoning. Our TheoremExplainAgent explores multimodal approaches to enhance how LLMs comprehend and explain complex theorems.

ACL 2025 main

LLMs for
Low-resource Languages

At Beever AI, we build AI that speaks languages the way locals actually use them. While generic AI says ‘I cannot answer that,’ ours responds with perfect cultural awareness: Hong Kongers get a dramatic ‘喂!唔得啊!’, Singaporeans an ‘Aiyo cannot lah!’, Malaysians an ‘Alamak susah!’, and Vietnamese users a sympathetic ‘Trời ơi khó quá!’—because real understanding drives better customer experiences, smoother operations, and fewer lost-in-translation moments. After all, business isn’t just about words; it’s about how you say them.

ACL 2025 CoNLL

HKCanto-Eval

HKCanto-Eval is a pioneering benchmark for assessing LLMs on Cantonese language understanding and Hong Kong’s cultural nuances. It enhances cross-lingual evaluation and linguistic metaknowledge, providing a comprehensive framework to address gaps in low-resource languages NLP and drive advancements in culture-aware language models.

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configurable platform to power your AI

Empowering Culturally-Aware AI through Beever AI

Beever AI, a Toronto-based research lab operating under Votee, specializes in low-resource languages LLM training, agentic AI research, and innovative enterprise-grade agent applications. Aligning with Votee’s mission, we empower organizations globally to access innovative products and unlock significant value through culturally-aware AI technology.

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