Platform intelligence & reliability
A more detailed view of the improvements made to MillFlow's workflows, analytical consistency and product experience. Notes reflect software development work, not claims of a completed customer deployment.
01 / New
New capabilities
New workflows introduced for controlled evaluation and product exploration.
Historian export review workspace
Added a structured workflow for reviewing historical equipment records, including import preparation and measurement mapping. Designed for controlled evaluation before any site-specific integration.
Evidence-led event investigations
Introduced a clearer review experience connecting equipment events with their supporting observations, so operational teams can inspect the context before acting.
Inventory count review
Added a supervised way to review physical stock counts and proposed corrections, helping teams reconcile recorded quantities with items actually on the shelf.
Site-wide event review queue
Added a consolidated view of records awaiting attention, giving authorized users a more direct way to find and review unresolved investigations.
Interactive sample-data product tour
Expanded the demonstration experience to explore familiar MillFlow workflows with fictional records. It illustrates product behaviour without relying on customer operating data.
02 / Improved
Improvements
Refinements that make everyday operations easier to understand and coordinate.
More meaningful equipment-event categories
Refined event interpretation to better distinguish equipment faults from planned stops and production-flow interruptions, reducing confusion during investigation.
More consistent downtime totals
Improved how overlapping event periods are treated so the same stopped time is not counted repeatedly in summary views.
Stronger data-quality feedback
Refined how incomplete readings, uncertain event boundaries and unavailable analytical results are presented, making it easier to recognize when more evidence is needed.
Maintenance and shutdown planning
Improved the connection between reported issues, work planning and parts availability, helping teams see potential supply constraints before planned work.
Shift reporting and historical review
Enhanced access to previous shift records and revisions while supporting continuity between reports and the events they describe.
Faster access to large record histories
Adjusted the way older records are loaded so users can work with recent activity first and retrieve earlier information when needed.
Supervisor coordination
Refined the presentation of shared work and review responsibilities to make it easier for the appropriate operational roles to follow progress.
Mobile workflow experience
Improved mobile layouts, navigation and form behaviour for people reviewing or recording work away from a desktop.
Interactive downtime calculator
Made financial scenario inputs easier to adjust on touch devices and clarified that projected results are illustrative rather than guaranteed savings.
03 / Fixed
Reliability fixes
Corrections that reduce interrupted work, duplicate actions and confusing states.
Conflicting record edits
Improved feedback when a record changes during editing, helping users recognize conflicts rather than unknowingly replacing another person's updates.
Interrupted drafts
Added safeguards around unfinished ticket and report entries so routine navigation and refreshes are less likely to discard work in progress.
Repeated inventory actions
Strengthened stockroom workflow consistency when a request is retried or the same items are considered by multiple work plans.
Import retry behaviour
Improved recovery and feedback when historical-data preparation or imports are interrupted, reducing the need to repeat completed steps.
Ticket photo continuity
Improved handling of interrupted attachment submissions to help users complete incident records without unnecessary duplicate uploads.
Stale information after user changes
Improved workspace refresh behaviour when account context or permissions change, reducing the chance of displaying outdated information.
Release transparency: These notes describe ongoing product development and testing. Feature availability depends on the deployment, configuration and validation scope. Sample-data demonstrations are illustrative; historical-data workflows have not been represented here as a completed live facility integration. Sensitive customer details and private implementation information are deliberately excluded.