Systems that remove repetitive work from daily operations — from data collection to execution. If your team runs it by hand more than once a week, it can be automated. Input → decision → action.

Agents built to operate inside live systems — not just generate text. Claude-powered tool-use that connects to real data and triggers real actions. Analysis, decision, execution — in one flow.

Custom tools built for how your team actually works — tailored logic, flows, and interfaces. Not off-the-shelf. Not over-engineered. Built to fit the operation, not the other way around.

Connect services, data sources, and external systems into one working flow. REST, SOAP, webhooks — with error handling, retry logic, and observability from day one.

Turn raw data into clear signals, priorities, and actions. Kibana, Grafana, log pipelines, alerting — the layer between data and the people who need to act on it.

Full products that combine custom logic, real-time state, and UI. Not wrappers around off-the-shelf tools — systems built from scratch, designed to work. Same discipline as operational systems, different interface.