We are an AI automation partner helping teams design, build, and deploy practical AI systems by combining LLMs and workflow orchestration to support real operational work over the long term.
Orchestration: We design AI-driven workflows using n8n for orchestration, and LangChain / LangGraph when custom logic or agent behavior is required. The approach depends on the problem, keeping systems simple, debuggable, and extensible over time.
Integrations: We integrate AI workflows directly into the tools your team already uses, such as Slack, Microsoft 365, Google Workspace, and HubSpot so automation fits naturally into existing processes. When needed, we design integrations using modern context-sharing (MCP-style) and permission-aware patterns, without over-engineering or added complexity.
AI Knowledge & Workflow Agents: We build specialized agents that operate directly inside your workflows. These include support agents that draft accurate replies, research agents that synthesize sources into publishable content, and proposal agents that turn call notes into structured deliverables. When accuracy depends on internal documents, we add retrieval (RAG) so outputs stay source-grounded and permission-aware, with drafts routed for human review before anything goes out.





