Agentic
architecture.
We design and deploy AI agent teams on Claude and Gemini that work alongside your people — not chatbots in a sidebar, but autonomous systems that ship real work.
Production agent systems.
Agent team design
We don't build a chatbot. We design a team — specialized agents with clear roles, escalation paths, and handoff protocols. Each one does one thing exceptionally well.
Claude Code & Cowork
Deep implementation experience with Anthropic's agent platforms. Skills, MCP tools, subagents, memory architectures — the full production stack.
Gemini & Vertex AI Agents
When Google's ecosystem is the better fit — Workspace-native agents, Vertex AI Agent Builder, Gemini CLI orchestration, and ADK-based multi-agent systems.
Multi-agent coordination
A2A protocol, orchestration layers, and clear supervision hierarchies so agent teams scale past one-off automations into genuine organizational capability.
What we build on.
Common questions.
What does "agent team" actually mean in production?
It's a set of cooperating autonomous processes — each with a defined role, a specific toolset (Skills, MCP tools, file access, APIs), and clear escalation rules. They coordinate via a supervisor agent or via A2A protocol, and they run on your infrastructure, against your data.
Do you prefer Claude or Gemini?
We build on both. The choice depends on the workload — Claude for long-horizon reasoning and code-heavy tasks, Gemini for deeply Workspace-native flows and multimodal work. In many deployments we run them together.
How do you prevent agents from going off the rails?
Defence in depth. Tight tool scopes, deterministic guardrails at the MCP layer, human-in-the-loop on irreversible actions, full audit trails, and clear kill-switches. We design for the 1% failure case from day one.
Who owns the agents after you hand off?
You do. All code lives in your repositories, all infrastructure in your cloud accounts. We build in-house capability alongside the system so your team can keep extending it.
Let's architect your agent team.
We'll map the roles, tools, and guardrails needed for a production deployment in your environment.