Agents that survive
production.
We design and build agent systems — retrieval, orchestration, guardrails, cost control — for teams that need them to pass compliance review and run at predictable cost.
What we deliver
Agentic AI Architecture
System design for agent products: scoping, model selection, deployment topology, and a build plan your team can execute.
Multi-Agent Systems
Task decomposition, routing, and recovery paths for systems where a single agent isn't enough.
RAG & Knowledge Architecture
Ingestion, chunking, and retrieval pipelines that put the right context in front of the model.
Security & Guardrails
Threat modeling and guardrails for prompt injection, data exfiltration, and privilege escalation — tested, not assumed.
Cost Architecture
Model routing, caching, and token budgets so the bill is predictable.
Most agent builds fail at the architecture layer.
Every engagement starts with constraints — infrastructure, compliance, latency, cost — and with your data: what exists, where it lives, how agents will retrieve it.
Systems ship with trace-level logging, per-invocation cost tracking, and guardrails tested against the OWASP LLM Top 10. If it can't be explained in one diagram, it's not done.
Tell us what
you're building.
A few lines about your system and your constraints is enough. We reply within 24 hours.
- @initmode
- Switzerland — Remote
- < 24h