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.


Practical systems. Real outcomes.


Data visibility pipelines

warehouse → reporting

Integrations/automation engines

sync, validation, guardrails

Dashboards/portals for operators

clear actions, fewer tickets