Most "AI features" stop at a chatbox. We engineer agentic systems that take real actions — onboarding, reconciliation, research, ops — with human-in-the-loop approvals and full audit trails. MCP tool servers let your agents securely reach the exact systems they need, and nothing more.
What we build
- Custom MCP servers that expose your internal tools & data to any LLM
- Multi-agent orchestration (planner + executor + reviewer)
- Human-in-the-loop approval gates & guardrails
- Tool-use, function-calling & long-running task workflows
- Full observability — every agent action logged and replayable
- Deploys in your cloud / VPC — your data stays yours
Stack
Claude / GPT / open models · MCP · orchestration frameworks · vector DBs