AI · Automation · Data engineering

Systems that keep running without you.

AI assistants, automation, reporting and data pipelines — built to keep working when nobody is watching, and to tell you the moment they cannot.

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Every system is delivered with monitoring, tests and documentation.

System overview Sample
Customer AI assistant Automation Reporting Monitoring API Database Feedback
AI assistant
Online
Database
Connected
Monitoring
Active
Last check
8 sec ago

Measured results

Raw rows collected
4.7 M
Raw time-series rows collected
Row counts · 18 Aug 2026
Collectors running unattended
5
Collectors running unattended
systemd units · 18 Aug 2026
Automated tests
93
Automated tests over the silent-failure paths
pytest collection · 23 files
Longest silent failure found
31 h
Longest silent failure found and fixed
Incident log · 11 Aug 2026
Client systems monitored
—
Client systems under monitoring
Awaiting owner input