At Vaisys Research, we're pushing the boundaries of what AI can achieve by addressing the fundamental limitations of current systems. Our work focuses on creating AI that doesn't just generate text, but takes meaningful action in the world.
We're pioneering Large Action Models (LAM) — the next evolution beyond language models that combines persistent memory, autonomous action, and continuous learning to create truly agentic AI systems that enterprises can trust and rely upon.
Our research addresses the critical gaps in current AI systems, focusing on the capabilities needed for truly autonomous and reliable enterprise AI.
Beyond traditional LLM context windows - developing persistent knowledge graphs and episodic memory systems.
Long-term memory that persists across sessions
Knowledge graphs for structured relationship understanding
Context management that doesn't lose critical information
First-class integration with knowledge graphs and external systems, enabling AI to take meaningful actions.
Dynamic tool discovery and usage via MCP
Direct interaction with databases and enterprise systems
Autonomous action execution with appropriate safeguards
Self-evolving agents that learn from experience and improve their capabilities over time.
Feedback loops for performance optimization
Experience-based knowledge base updates
Controlled self-modification within safety bounds
Rigorous fact-checking and logical reasoning frameworks that ensure reliable, trustworthy AI outputs.
Multi-source fact verification and cross-referencing
Logical consistency checking and validation
Source attribution and evidence-based reasoning
Our active research initiatives are laying the groundwork for the next generation of enterprise AI systems.
We believe the best research happens through collaboration, transparency, and a commitment to advancing the entire field of AI for the benefit of society.
Collaborating with leading universities on fundamental AI research
Working with enterprise partners to validate and refine our research
Publishing findings and contributing to the broader AI research community
Leading research in AI safety, alignment, and ethical deployment
If you're interested in cutting-edge AI research — be it potential collaboration, research discussions, or piloting an agentic solution in your environment — we welcome engagement from fellow researchers, forward-looking clients, and anyone who shares our passion for transformative AI.