in annualized value recovered across deployments
client retention - no one goes back to blind decisions
reduction in downtime or changeover conflicts
to go from uncertainty to operational clarity
Problems We Solve in Adaptive Shift Scheduling
The Challenge
Mining schedules break down when plans don’t reflect real-world conditions. Unplanned downtime, labor shortages, and throughput reprioritization throw crews off track - forcing teams to scramble around outdated plans.
Our Approach
NTWIST updates shift-level plans in real time using data from dispatch, maintenance, and the plant. We detect constraint changes and automatically adjust crew plans - keeping teams productive without constant firefighting.
From Disruption to Alignment → In Real Time
NTWIST turns static shift schedules into a responsive system - adapting to constraints like labor gaps, equipment downtime, and throughput reprioritization.
Adaptive Shift Scheduling
Automatically update crew and equipment plans based on availability, downtime, and constraints - in real time.
Bottleneck Detection
Flag constraint conflicts and resource overloads before they delay production or trigger replanning.
Forecast-to-Execution Sync
Keep production aligned with plan, even when inputs shift - helping crews stay on target without chaos.
Cross-System Integration
Connect dispatch, maintenance, and ops data into a unified schedule that reflects real conditions.
Real-Time Visibility
Track shift execution and crew/resource changes as they happen - so decisions aren't delayed or made blind.
Operational Efficiency Gains
Reduce idle time, recover lost hours, and improve utilization through smarter, data-driven crew planning.
Adapt With Confidence - Even When Conditions Shift Mid-Shift
NTWIST updates shift plans in real time, helping mining teams reassign labor, reroute work, and maintain uptime without scrambling.
Static shift plans break fast when real-world constraints change. NTWIST helps mining teams adapt instantly — reallocating labor, adjusting plans, and keeping the plant moving without firefighting.
Results Delivered:
29% increase in scheduling efficiency using NTWIST tools
Fewer shutdown delays from labor or equipment gaps
More consistent shift execution through automatic plan updates
No rip-and-replace — works with your dispatch and planning tools
Built to Fit Your Stack
No rip-and-replace needed. NTWIST integrates seamlessly with your existing systems - even the custom ones.
Chosen by Mining and Processing Leaders Who Demand Results
From gold miners to downstream refiners, NTWIST gives industrial teams control over their data - and their margins.
The Tools Behind Adaptive Shift Scheduling
nScheduler
Automatically adjust mining shift schedules in response to real-time changes. NTWIST uses live inputs from dispatch, maintenance, and plant systems to help crews adapt on the fly - not after the shift is lost.
nDatum + nAnalyze
Surface constraint trends, shift delays, and planning conflicts using live and historical data. Uncover root causes of downtime and missed output targets, and fine-tune scheduling logic to improve efficiency over time.
Frequently asked questions
We eliminate manual rescheduling caused by downtime, call-ins, or equipment issues. NTWIST dynamically updates shift-level plans in real time to reflect current constraints.
Yes. NTWIST integrates with your existing tools - including dispatch, SCADA, maintenance logs, and PI. No need to rip and replace anything.
Most mines see impact in the first full scheduling cycle. Full deployment takes 60–90 days depending on system access.
Customers have seen up to 29% better scheduling efficiency, fewer lost hours, and improved shift continuity under changing conditions.
Yes. NTWIST ingests real-time availability data and auto-adjusts shift assignments based on labor gaps, maintenance events, or production targets.
Yes. NTWIST links day-of execution to upstream plans - helping you stay aligned with forecasts while adjusting for what’s happening on the ground.
No - it reduces fire drills and manual edits, freeing up planners and supervisors to focus on higher-value work.
Not at all. NTWIST works in any environment where real-time change disrupts fixed shift plans - including smaller sites or hybrid setups.