Putting Cutting-Edge AI into Action
We turn research papers and LLM training into practical, real-world applications.
Beever AI
Boosting Being, Building Futures, Bridging Beyond.
In Collaboration with AI Frontiers
LLM Wiki · dual memory system
Turn your team's chat, docs, and media into connected memory — a knowledge graph and a living wiki you can query.
- Dual-memory system— Graph + living wiki, in sync.
- Agent as a Service— Answers in Claude Code via Skills + MCP.
- Multimodal knowledge— Reads PDFs, images, audio, and code.
Dual-memory Systemgraph + wiki
Loading graph…
Wikiauto-generated
Overview
Topics in #beever-atlas-channel
Authentication12
API Gateway8
Database6
Decisions5
People4
Glossary9
Agent as a ServiceAgents · A2A · MCP
claude — ~/team
>
Multimodal Knowledgepdf · image · audio · code
Multimodal understanding6 source types
PDFspec.pdf
Imagediagram.png
Audiostandup.m4a
Tablesmetrics.csv
DOCXbrief.docx
Codeauth.ts
Extracted knowledge
People & Experts4
Glossary9
Decisions5
Facts12
A Frontier AI Research Lab in Toronto
In Toronto’s thriving AI ecosystem, our research lab gathers experts dedicated to AI research, machine learning, and driving innovation.
Turn AI into ROI
We turn AI investment into measurable ROI — with full transparency on token, training, and operational costs.
AI Sovereignty for Enterprises
Own your models and data end-to-end — enterprise-grade agentic AI with security-by-design, robust privacy, and self-hosted infrastructure.
Embrace Diversity and Collaboration
We partner with research labs, experts, and passionate individuals to co-create impactful work.
Turning Frontier AI Research into Action
Transforming AI Research into Technological Breakthroughs
MAGIC Agent Skills
Skills that turn any AI coding assistant into a domain expert
Open-source skill suites (Apache 2.0) that turn 30+ AI coding assistants — Claude Code, Cursor, Windsurf, GitHub Copilot and more — into specialized data and linguistic agents. Install once, deploy everywhere: 12 production-grade Data Agent skills cover the full data lifecycle, from ingestion to reporting.
Explore MAGIC Agent Skills
ACL 2025 main
TheoremExplainAgent
Towards Multimodal Explanations for LLM Theorem Understanding
Text-to-long-video over 5 minutes for STEM education. Understanding domain-specific theorems often requires more than text-based reasoning — our agent explores multimodal approaches to enhance how LLMs comprehend and explain complex theorems.
Linguistic AI Sovereignty
LLMs for Low-Resource Languages
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 — because real understanding drives better customer experiences, smoother operations, and fewer lost-in-translation moments. Business isn’t just about words; it’s about how you say them.
粵語Cantonese
Tiếng ViệtVietnamese
Bahasa MelayuMalay
TagalogFilipino
閩南語Hokkien
ภาษาไทยThai
ខ្មែរKhmer
潮州話Teochew
ລາວLao
မြန်မာBurmese
Basa SundaSundanese
Basa JawaJavanese
CebuanoCebuano
HmoobHmong
HiligaynonIlonggo
IlokoIlocano
ACL 2025 · CoNLL
HKCanto-Eval
A pioneering Cantonese benchmark
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-language NLP and drive advancements in culture-aware language models.
Read the paperCantonese (HK)“喂！唔得啊!”
Singlish (SG)“Aiyo cannot lah!”
Bahasa Malaysia (MY)“Alamak susah!”
Tiếng Việt (VN)“Trời ơi khó quá!”
Empowering Culturally-Aware AI through Beever AI
Beever AI, a Toronto-based research lab operating under Votee, specializes in low-resource-language LLM training, agentic AI research, and innovative enterprise-grade agent applications. Aligned with Votee’s mission, we empower organizations globally to access innovative products and unlock significant value through culturally aware AI technology.
