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AI-Powered Manufacturing Software for Smarter Production

Plans That Actually Hold up in the Real World

Nexus adapts schedules in real time to disruptions—so you protect throughput and hit promise dates.

Volatility & compression

customers expect shorter lead times and tighter promise dates—even as demand shifts weekly.

Higher mix, tighter capacity

More SKUs/variants and engineering
changes with the same (or fewer) planners and resources.

Digital expectations

leadership wants real-time visibility and controllable outcomes, not spreadsheets and heroics.

Why Schedules Break

Schedules are fragile

one delay triggers firefighting, expediting, and late orders.

Tribal knowledge

Drives decisions constraints live in people’s heads, not systems.

Low visibility

Limited real-time status from machines/operators → issues show uptoo late

Disconnect

Between ERP plans and shop-floor reality (materials, staffing, machinereadiness).

High planner workload

Too much manual rescheduling, chasing updates, andreconciling data.

Outcomes

Manufacturing teams using Nexus track improvements across delivery, efficiency, and operational stability

On-time delivery

Lead time reduction

Capacity utilization

Expedites

Schedule adherence

Reduced WIP

Planner productivity

Range Claims

10–30%
improvement (site-dependent)
20–30%
reduction where bottlenecks & variability are addressed
10–15%
improvement when schedule trust & execution signals are in place

Meet Nexus

Nexus is the operations intelligence layer for manufacturing connecting ERP plans to shop-floor execution and continuously optimizing schedules, resources, and outcomes.

Trusted schedules

Schedules that reflect real constraints—machines, people, materials, routings—and stay resilient to change.

Closed-loop execution

Operator and machine signals feed back into the system so plans adapt as reality changes on the floor.

KPI-driven orchestration

Leadership can steer decisions toward cost, delivery, and throughput objectives with transparent trade-offs.

What Nexus does differently

ERP/MES scheduling

  • Snapshot planning with static assumptions
  • Siloed logic
  • Limited constraint modeling
Nexus
  • constraint governance
  • Real-time signals
  • Rapid re-optimization
  • Explainable changes

Core Capabilities

Nexus brings together scheduling intelligence, execution signals, and continuous improvement in one platform

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Scheduling & rescheduling optimization

  • Constraint-aware scheduling with machines, labor, and materials
  • Rapid re-optimization when disruptions occur
  • Multi-objective optimization (OTD, throughput, cost)
  • What-if scenario planning and capacity analysis

Execution signal capture

  • Operator updates on job status and blockers
  • Optional machine status integration (OPC UA, SCADA)
  • Material readiness signals
  • Real-time progress tracking and dispatch
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Insights, KPIs & bottleneck visibility

  • Real-time KPI dashboards (OTD, throughput, adherence)
  • Bottleneck identification and utilization analysis
  • Schedule adherence tracking by work center
  • Historical learning from actual cycle times

Master data & constraint governance

  • Routing and operation sequence validation
  • Labor skills and shift constraint modeling
  • Tooling and fixture availability tracking
  • Data completeness scorecards and alerts
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How it Works

From data connection to continuous improvement in five steps

Connect data

Work orders, routings, resources, and constraints flow from your ERP and MES

Validate constraints

Data completeness checks and discrepancy alerts ensure schedule integrity

Optimize schedule

Multi-constraint optimization balances OTD, throughput, and resource utilization

Execute

Dispatch work with real-time operator updates and material readiness signals

Data Required to Start

✓ Minimum to start (MVP)

  • Work orders (quantity, due date, priority)
  • Routings / operation sequence with standard times
  • Machine list with capability mapping
  • Operator shifts and skills (if applicable)
  • Material readiness signal (simple state is fine)
+ Nice to have
  • Tooling constraints
  • Downtime signals
  • Historical actuals for learning

Implementation Timeline

30 days

Trusted schedule produced and published for the pilot area

60 days

Closed-loop execution & adherence tracking

90 days

KPI cadence measurable improvements & scale to more lines

Built for high-mix, high-variability manufacturing

Nexus is designed for job shops, engineer-to-order, and environments where schedules don't survive the shift. Primary users include planners, production supervisors, operations leaders, and plant managers.

Proven Results

Manufacturing teams see measurable improvements in capacity, efficiency, and operational stability

~29%

Capacity increase

in a discrete manufacturing deployment (site-specific).

Reduced

Operational impact

reduced planner workload and improved schedule stability through constraint-aware scheduling.

Faster

Adoption pattern

value increases quickly when master data & execution signals
are closed-loop.

Nexus Product Details

See how Nexus builds trusted schedules, connects execution, and improves
OTD and throughput—without replacing your ERP.