What we've built
All client names are kept confidential by default. Outcomes are real.
Downtime Alert System
Confidential — Precision machining shop
A machining shop was losing hours of production to unplanned equipment failures with no early warning system. We built a real-time alerting platform that reads sensor data, applies configurable thresholds, and escalates to maintenance via Slack before failures become stoppages.
Outcomes
- Unplanned downtime reduced by 40% in the first 90 days
- Maintenance team receives alerts 15–30 minutes before threshold breach on 3 monitored assets
- Full maintenance event log with searchable history replaces whiteboard tracking
- Security agent caught one exposed API key during build — fixed before deployment
Digital Shift Handover
Confidential — Process manufacturer
A three-shift process manufacturer was running shift handovers on paper sign-off sheets. Critical issues were missed or miscommunicated between shifts. We replaced the paper process with a structured digital handover app with required acknowledgment, issue tracking, and searchable history.
Outcomes
- Zero missed handover items in 60 days since launch
- Open issues now tracked with owner and status — resolved at 2× the previous rate
- Incoming shift team reviews the handover on mobile before walking the floor
- Management has full visibility into recurring issues across shifts for the first time
Compliance Inspection Tracker
Confidential — Regulated manufacturer
A manufacturer subject to regular compliance audits was managing inspection records in spreadsheets and paper binders. Pre-audit preparation took 2–3 days. We built a compliance tracker with digital checklists, corrective action tracking, and one-click PDF export for audit submission.
Outcomes
- Pre-audit preparation time reduced from 3 days to under 2 hours
- All corrective actions have assigned owners and due dates — nothing falls through the cracks
- Digital audit trail with timestamps satisfies auditor requirements without paper
- Passed their first audit using the new system with no findings on record-keeping