We Build the AI Infrastructure Nobody Should Have to Build Twice
Every engineering team building AI applications solves the same infrastructure problems. We solved them once, so they don't have to.
The Invisible Tax on AI Innovation
18 Months of Plumbing
Teams spend 6–18 months building LLM plumbing before writing a line of application logic. The infrastructure problem consumes the engineering capacity that should be going into product.
The Re-Invention Cycle
Every AI startup re-invents auth, knowledge graphs, model routing, and compliance from scratch. The same problems — solved differently, at great cost, by every team entering the space.
80% Never Ship
80% of AI projects never reach production — not because the AI doesn't work, but because the infrastructure isn't there. The gap between prototype and production is an infrastructure gap.
The Backplane
We built a production-grade AI infrastructure platform that handles memory (GraphRAG), reasoning (multi-model LLM orchestration), and action (autonomous agent execution) — so teams can focus on their domain, not their infrastructure.
Revenue Operations
135 specialized agents coordinating across prospecting, qualification, campaign management, and deal intelligence. A complete revenue intelligence system built entirely on the platform.
Creative Writing
57 agents handling narrative generation, character evolution, world-building, and editorial review. A radically different use case — same underlying infrastructure.
Two radically different applications. Same platform.
Our Approach
Research-Driven Engineering
28 published research papers. We don't just build — we publish our methods for peer review. Every architectural decision is traceable to a documented rationale.
EU-Sovereign by Design
Headquartered in Dublin. GDPR structural compliance. EU-sovereign deployment options via Mistral and OVHcloud. Sovereignty is not an add-on — it is baked into the architecture.
Production Over Promises
67+ microservices running in production. Not slides, not demos, not 'coming soon.' The platform handles real workloads for real applications today.
See What We've Built
The platform is live, documented, and ready. Explore the architecture or read the research behind it.