MAI automation

AI automation & workflow copilots

Practical AI that reaches production — LLM workflows, agents, and copilots grounded in your data, with the evaluation and governance that turn demos into dependable systems.

Most AI initiatives stall between an impressive demo and a system anyone can rely on. We build the parts that make AI production-grade: retrieval over your own data, evaluation harnesses, guardrails, and integration into the workflows your team already uses.

Who it's for
  • Teams with promising AI prototypes that haven't shipped
  • Support, sales, and operations functions drowning in repetitive work
  • Companies that want AI grounded in their own data and rules
  • Leaders who need AI with evaluation and governance, not hype
What we build

Capabilities

Workflow automation

Automate document processing, data entry, triage, and routing so people stop doing repetitive manual work.

AI assistants & copilots

Support, sales, and operations copilots grounded in your data with guardrails tuned to your domain.

Retrieval (RAG) over your data

Answer questions and draft work from your own documents and systems, with citations and access controls.

Agentic systems

Multi-tool agents with memory and planning for multi-step tasks — scoped and safety-railed for production.

Evaluation & governance

Evaluation harnesses, prompt governance, and cost controls so quality is measurable and predictable.

Integration into workflows

Wire AI into the tools your team already uses — not another tab nobody opens.

Technologies & platforms
OpenAIAnthropicLangChainPineconeWeaviatePythonTypeScriptAirflow
Typical outcomes

What changes when it ships.

Repetitive manual work → automated workflow
Prototype → governed production system
Scattered docs → grounded AI answers

Have an AI idea that needs to reach production?

We'll scope a system with evaluation and governance from day one.