Research
At Econic, we’re building the infrastructure for collaborative intelligence—where individuals and organisations can unlock new levels of cooperation and shared growth with their data as we transition to an AI economy.
Neural Graphs (GNNs)
Transforming how we organise and explore knowledge through adaptive neural architectures that learn through relationships. Our research focuses on capturing information as interconnected relationships rather than static embeddings, enabling new AI capabilities.
Research areas:
- Intelligent Search - Dynamic models that understand context beyond keywords
- Personalised AI - Lightweight, contextually-tuned graph traversal strategies
Collaborative AI and AGI
Building infrastructure for collective intelligence where organisations can contribute to and benefit from shared knowledge whilst maintaining data sovereignty.
Research areas:
- Massive Graph Database - Real-time synchronisation across trust boundaries
- 2025 Research Plan - Intelligence clusters and collaborative networks
- Intelligence Markets - Trading analytical insights as assets
User Experience Evolution
Bridging human-AI interaction through interfaces that adapt at the speed of thought, expanding collaboration bandwidth through intuitive exploration.
Research areas:
- Collaborative Intelligence Interfaces - Shared workspaces for human-AI teams
- Adaptive Spatial Environments - 3D visualisation for massive-scale data
Core Technologies
Technical implementations demonstrating our research concepts in production-ready systems.
- Massive Graph - Zero-copy real-time graph database supporting millions of operations per second
- 3D Visualisation Framework - WebAssembly-based rendering of million-node graphs at 60+ FPS
Research Timeline
- 2025 Plan - Current focus areas and objectives
Get Involved
Researchers: Explore the intersection of distributed systems, neural architectures, and human-computer interaction.
Developers: Contribute to open-source infrastructure powering next-generation collaborative AI.
Investors: Support foundational infrastructure for the intelligence economy.
Contact: hello@econic.ai