Turn Data into Business Representation
Orders, products, processes, capacity, materials, calendars, and shifts enter a computable structure through standardized data interfaces.
- Data Semantics
- Relationship Integrity
- Structural Constraints
DecisioWorks · Production Decision Toolkit
Connect orders, capacity and operating rules to a production decision engine. Generate plans, compare trade-offs and adapt as your business changes.
- Research
- Research edition available
- Commercial
- Commercial edition ready
- DecisioCore
- Open reference implementation
Scene × BusinessStart from industry scenarios and business facts
Model × SolverModels and solvers evolve independently
Windows + LinuxCross-platform releases and runtime validation
Human + OR + AICoordinate complementary capabilities in one decision chain
CAPABILITY CHAIN
From Business Data to the Next Decision Cycle
Production decision quality depends on more than one optimization run. DecisioWorks organizes input, governance, optimization, and feedback into a complete operational chain.
Govern Objectives and Rules
Delivery, load, inventory, and changeover objectives, together with shop-floor rules and bottlenecks, become configurable decision elements.
- Objective system
- Rule control
- Plan deviation
Models Perform Controlled Optimization
DecisioCore reliably maps decision elements to GOCK, producing high-quality plans within explicit constraints and runtime resources.
- Capability orchestration
- Model adaptation
- Controlled runtime
Interpret Results and Feed Them Back
Aggregate metrics and detailed results explain load, waiting, shortages, and deviations, providing evidence for the next adjustment cycle.
- Result analysis
- Runtime audit
- Feedback linkage
PROJECT STRUCTURE
Four Layers, Each Solving a Critical Problem
Business, decision, model, and presentation layers retain clear responsibilities while staying connected through stable interfaces, analysis results, and feedback signals.
FOLLOW A REAL CASE
Follow the inputs through to the results
Start with a business question, then inspect the data, enabled constraints, baseline and adjusted results. The guides use recorded real runs to show how the approach could apply to your business.
Stamping: from data to a plan →
Injection molding: compare weights and changeovers →
Integration: from baseline to ongoing operation →
Read the guides
The illustrative sandbox retains interactive examples with demonstration values. Recorded solver results are in the case guides.
SCENE EXAMPLES
Understand Capabilities Through Manufacturing Scenarios
Examples expose input data, business constraints, runtime processes, and result interpretation instead of hiding capabilities behind abstractions.
Stamping Workshop Production Planning
Follow 1,920 order lines, capacity and material availability into a plan. Compare planned quantities, load and weighted scores after a re-run.
- Input
- Demand / Capacity / Materials
- Output
- Plan / Load / Deviation
Injection-Molding Workshop Scheduling
Use product attributes and process-resource compatibility to build sequences. Inspect changeovers after changing color and container-capacity weights.
- Input
- Demand / Attributes / Compatibility
- Output
- Sequence / Changeovers / Weighted cost
Multi-Product Mixed-Model Assembly
Connect order priorities, operation-level materials, shared resources, and objective preferences to demonstrate multi-objective trade-offs and result review.
- Input
- Orders / BOM / Resources
- Output
- Plan / Bottleneck / Explanation
OPEN & EVOLUTION-FRIENDLY
Open by Design, Built for Continuous Evolution
DecisioWorks allows data sources, business rules, capability orchestration, model adapters, and application interfaces to evolve independently. DecisioCore is an open reference implementation that partners can understand, reuse, and extend across the production decision chain.
Explore partner roles and the adoption path →Integration without system lock-in
Standardized interfaces connect ERP, MES, files, and shop-floor data while preserving business semantics.
Compose by scenario instead of rebuilding
Standard actions, capability registration, and orchestration recipes reorganize existing capabilities.
Upgrade models and solvers independently
A stable adapter layer absorbs underlying evolution and reduces disruption to business systems.
Retain domain-specific strengths
Manufacturers, consultants, and integrators can accumulate scenario knowledge on a shared foundation.
WHITEPAPERS
From Product Overview to Implementation
The product whitepaper establishes the capability map. The solution whitepaper expands it into data preparation, operational validation, integration, and value acceptance.
Production Decision Capability Toolkit
Product Whitepaper
Explore DecisioWorks positioning, project layers, standardized data interfaces, GOCK, the production-decision capability chain, applicable scenarios, and adoption paths.
Manufacturing Production-Decision Capability Development
Solution Whitepaper
Cover data readiness, objectives and shop-floor rules, controlled optimization, result evidence, human review, planning linkage, examples, deployment, acceptance, and staged ROI validation.
EDITIONS
From Public Evaluation to Commercial Operation
The research edition supports learning and capability evaluation, while the commercial edition is designed for formal business use and continuous operation.
CapabilityResearchCommercial
Public scenarios and data interfacesSupportedSupported
DecisioCore Open reference implementationSupportedSupported
Production runtime and license tiersResearch scope limitsEnabled by commercial license
Scenario extension and partner integrationFor evaluationFor implementation and operation
START FROM A REAL SCENE
Start with a Real Manufacturing Problem
Manufacturers, industrial parks, solution partners, and ecosystem collaborators are welcome to connect around AI-powered production decisions, smart manufacturing, and industrial software toolkits.