AI research forum
Biom Research Group
A collaborative research forum for AI, language systems, agents, retrieval, and applied innovation.
Toronto flagship gathering
Confluence 2026, Toronto
A gathering for researchers, founders, and industry leaders exploring frontier AI and responsible technology.
Shared inquiry
From Research Questions to Shared Breakthroughs
We connect brilliant minds, innovative ideas, and emerging technologies through forums, workshops, and partnerships.
Applied intelligence
Agentic AI, RAG, and Knowledge Systems
Explore practical and responsible approaches to the systems reshaping research, software, and decision-making.
Natural Language ProcessingDeep LearningAgentic AIRetrieval Augmented GenerationVector DatabasesResponsible AIAI for SustainabilityApplied AI in Healthcare
Natural Language ProcessingDeep LearningAgentic AIRetrieval Augmented GenerationVector DatabasesResponsible AIAI for SustainabilityApplied AI in Healthcare
About Biom RG
Where frontier research meets collaborative innovation.
Biom Research Group is an initiative by industry leaders, researchers, and founders across fields of study. We exist to connect brilliant minds, innovative ideas, and breakthrough technologies, turning research into reality through dialogue, collaboration, and responsible experimentation.
Our community focuses on applied AI research, Natural Language Processing, Deep Learning, Agentic AI, Retrieval Augmented Generation, Vector Databases, and interdisciplinary technology forums.
3+Research forums and event formats
100+Researchers, founders, and builders connected
5+Partnership pathways
8Research focus areas
Research areas
Applied AI themes for technical exchange.
Biom RG forums bring together people working on language, agents, retrieval, knowledge systems, data infrastructure, and trustworthy deployment.
Natural Language Processing
Language understanding, information extraction, multilingual systems, evaluation, and domain adaptation.
Deep Learning
Neural architectures, model training, representation learning, and applied machine intelligence.
Agentic AI
Autonomous workflows, tool-using agents, planning, evaluation, and human oversight.
RAG and Knowledge
Retrieval pipelines, grounded generation, enterprise knowledge systems, and evaluation.
Vector Search
Embeddings, hybrid retrieval, semantic indexing, and scalable knowledge infrastructure.
Responsible AI
Safety, privacy, governance, bias, transparency, and trustworthy deployment.
AI in Healthcare
Applied intelligence for health, life sciences, clinical operations, and research workflows.
AI for Sustainability
Industry, climate, resource, and infrastructure applications of responsible AI systems.
Upcoming events
Forums, workshops, and community gatherings.
Each event is designed to connect researchers, builders, founders, and industry practitioners around meaningful technical exchange.
Biom Confluence 2026
A Toronto forum for applied AI research, responsible innovation, and interdisciplinary collaboration.
Founder Ideas and Researcher Collaboration Workshop
A structured ideation workshop for translating real-world problems into research-backed concepts.
Agentic AI Research Forum
A working session on autonomous workflows, evaluation, planning, and human oversight.
Collaboration model
A forum model built for shared momentum.
Biom RG is organized around practical knowledge exchange: people bring questions, expertise, prototypes, and institutional context into the same room.
Frame the research question
Surface a technical, social, or industry challenge that benefits from applied AI inquiry.
Connect the right participants
Bring researchers, founders, technical practitioners, and partners into focused conversations.
Turn dialogue into pathways
Use forums, workshops, showcases, and partnerships to move ideas toward responsible action.
Partner with a research community shaping applied AI and responsible innovation.
Partnerships help create forums, workshops, research showcases, and collaboration pathways that move promising ideas forward.
Insights
Research notes and community updates.
Early themes for Biom RG publishing include technical explainers, event recaps, speaker interviews, and partnership updates.
Research Notes
What Biom RG Means by Applied AI Research
A practical lens on AI systems, interdisciplinary inquiry, and responsible deployment.
Knowledge Systems
Why RAG and Vector Databases Matter
How retrieval infrastructure can improve grounded generation and knowledge workflows.
Event Themes
Confluence 2026: Themes and Tracks
A preview of the flagship gathering for language systems, agents, and governance.