RAG on your data
Document and SQL-based retrieval within clear access boundaries.
AI & automation
RAG, SQL-based RAG, agentic AI, and cloud AI with guardrails — on the workflows and data you already run.
For teams slowed down by disconnected tools and repetitive handoffs.
What you get
Document and SQL-based retrieval within clear access boundaries.
Tool use and multi-step workflows — humans on high-risk steps.
Deployed behind NestJS / AWS APIs, not a rented chatbot.
Track outcomes and diagnose failures with an auditable flow.
How we work
Identify sources of truth, permissions, and the decisions to support.
Build RAG, agents, and automation with guardrails, review points, and recovery paths.
Test against real inputs and leave your team with monitoring and ownership.
More services
Start a project
Tell us where work is stalling — a portal, backend, marketplace, staffing system, an AI layer, or cloud ops.
In 30 minutes we’ll map the highest-leverage build first.