About

Practical systems that turn reality into action.

Self-hostable automation, integrations, and reporting built for real operational complexity.  Privacy-first, maintainable, and designed to reduce toil.

  • Reduce busywork and human error with repeatable workflows.
  • Centralize truth with canonical data pipelines.
  • Deliver clear dashboards, portals, and playbooks that teams can actually run.

Practical systems. Real outcomes.

Data visibility pipelines

warehouse → reporting

Integrations/automation engines

sync, validation, guardrails

Dashboards/portals for operators

clear actions, fewer tickets