Turn frontline reports and equipment signals into clear maintenance actions, machine history and better-informed production decisions.
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An independently developed industrial operations platform combining operator reports, supervisor handovers, maintenance ownership, shutdown preparation, parts requirements and machine-level fault intelligence in a connected workflow.
Industrial teams capture valuable information in operator reports, shift notes, maintenance records, parts lists and machine alarms. When these records live in separate places, recurring downtime is difficult to explain and ownership between shifts can become unclear.
I designed MillFlow around the complete path from operator observation to supervisor triage, trade ownership, planning and management review. Alongside the workflow, a statistical intelligence layer explores machine events, recurring faults, abnormal sensor behavior, reliability patterns and potential production impact. Its interactive sandbox uses representative test data. Connection to real historians, camera systems and mill workflows remains a separate, site-specific integration and validation step.
A closer look at the workflows and design decisions behind this independently developed project.
Review machine-event timelines, fault recurrence, statistical outliers, reliability signals and modeled production impact to prioritize investigations.
Capture issues on the floor, route them through supervisor triage and trade ownership, and track follow-up to resolution or planned work.
Organize deferred repairs into work packages, compare parts requirements with availability, and coordinate staffing and shutdown preparation.
Keep timestamped events, equipment restrictions, open issues and next actions visible to the incoming crew.
Design for linking alarms, sensor trends and camera time windows to incidents when approved facility integrations are available.
Bring recurring losses, high-attention assets and work status into dashboards that connect analysis with accountable next steps.
Selected design and implementation areas in this independent project. No client results or revenue figures are implied.
