One intelligence layer above your manufacturing systems
ConstraintFlow connects the systems you already run, builds a live constraint model of your plant, and turns that into optimized, explainable decisions — without replacing your ERP or MES.
Connects your systems — without ripping anything out
ConstraintFlow is an additive layer. Your systems of record stay exactly where they are; ConstraintFlow unifies their data and adds the decision-making capability they were never designed for.
Everything needed to turn data into decisions
System Integration
Connect ERP, MES, WMS, spreadsheets, machines, and operational data into one unified model — without ripping anything out.
Constraint Modeling
Capture the real rules of your plant: changeovers, capacities, labor, tooling, materials, and sequencing dependencies.
Production Optimization
Generate schedules and allocation plans that respect every constraint while optimizing for throughput, cost, or service.
Workflow Orchestration
Push optimized decisions back into the systems and teams that execute them, and keep them in sync as conditions change.
Operational Dashboards
Give planners and leadership a live view of plant performance, constraints, and the decisions that move the numbers.
Human-in-the-loop Decisions
Planners stay in control. ConstraintFlow proposes optimized options; your team approves, adjusts, and commits.
Demand & Supply Intelligence
Align forecasts, inventory, production, and procurement decisions so supply and demand stay in balance.
Procurement Intelligence
Improve purchasing decisions, supplier coordination, and material availability across the operation.
Logistics Intelligence
Optimize the movement of inventory, materials, and finished goods across plants and warehouses.
AI Decision Agents
Surface recommendations, explain trade-offs, and automate repetitive operational decisions — grounded in your data.
One platform, applied across the operation
The same operational intelligence layer powers a growing set of solutions — from production scheduling to procurement, demand, logistics, inventory, workflows, and governance.
One Platform. Multiple Operational Domains.
ConstraintFlow is designed to support the full operational lifecycle of manufacturing enterprises — from planning and procurement through production, logistics, inventory, and operational execution.
From connected systems to optimized decisions
Cloud-native and enterprise-deployable, with automated setup designed for fast onboarding, enterprise security, and scale across multiple plants.
Connect systems
Integrate ERP, MES, WMS, spreadsheets, and machine data into one operational model.
Model constraints
Capture the real rules of your plant — capacities, changeovers, labor, tooling, and sequencing.
Optimize decisions
Generate schedules and plans that respect every constraint and optimize for your goals.
Execute & learn
Push decisions to the floor, track outcomes, and re-optimize as conditions change.
AI that understands operations
ConstraintFlow uses AI where it earns its place — grounded in your real operational data and constraints, not generic chat. It works on the decisions that run the plant.
Explain recommendations
Every recommended action comes with the trade-offs and constraints behind it, in plain operational terms.
Identify risks
Surfaces emerging constraints, shortages, and bottlenecks before they turn into missed commitments.
Model scenarios
Compare what-if options against real constraints so teams can weigh decisions before committing.
Surface actions
Prioritizes the next best operational actions instead of leaving teams to read dashboards and guess.
Automate workflows
Automates repetitive approvals, escalations, and operational actions while keeping people in control.
See the platform mapped to your plant
We'll walk through your systems and show exactly how ConstraintFlow would connect them and where it would optimize first.