AI Agents
AI agents combine language models, tools and memory to perform multi-step tasks largely on their own – always with human-in-the-loop for transparency and control.
Architecture
An agent consists of a planner, a tool layer, memory and guardrails. We build agents for clearly scoped tasks (research, data preparation, support triage, operator assistance) – never as a generic do-everything, but focused, evaluated and production-ready.
Control & safety
Every step is logged, critical actions require human approval. Permissions map to existing IAM. Models and prompts are versioned and auditable.