AI for Michigan
companies.

Two industries where the data is the job

Michigan runs on operations. Two kinds of operators lose the most when their systems don't talk to each other.

Cannabis operators: data integrity under regulation

• Compliance and inventory sync across cultivation, wholesale and retail.
• Executive reporting the C-suite can trust, from one source, not five exports.
• Audit trails on every automated step, because a regulator will ask.

Commercial HVAC: connect the website to the field

• Dispatch, parts inventory and field service data in one pipeline.
• Website requests that land straight in operations, not in an inbox.
• Telemetry on every job, so the rules that route technicians can be measured.

Same method both times: data first, deterministic checks, the model last. Read RAG isn't a feature and statistics to LLMs.

Connect your website to your whole operation

Let's talk system architecture. Also: AI in Detroit · AI in Oakland County.