Manufacturing AI Assistant
On-premises AI that understands your production environment and speaks your language. Schedule orders, analyze delays, and get insights using natural conversation.
Natural Language Commands
Schedule production orders, analyze results, and query data using conversational commands in Turkish or English.
Solver Analysis & Insights
AI analyzes solver inputs, outputs, and optimization logs to provide actionable recommendations.
Master Data RAG
Vector database stores product, material, and process plan knowledge for context-aware responses.
Domain-Trained Model
Fine-tuned on manufacturing terminology, scheduling patterns, and optimization concepts.
GenOpsX AI Assistant
Schedule production, analyze delays, and optimize your shop floor
Hybrid Optimization Architecture
Two-stage approach combining GPU speed with constraint programming precision.
Natural Language
AI interprets your command
GPU Sequencing
cuOpt parallel optimization
Constraint Solving
OR-Tools applies rules
AI Analysis
Explains & recommends
Key Capabilities
GPU-Accelerated Optimization
NVIDIA cuOpt delivers lightning-fast solutions for complex scheduling problems using massively parallel GPU computation.
Hybrid Solver Architecture
cuOpt handles combinatorial sequencing while OR-Tools CP-SAT enforces business constraints like OEE, shifts, and dependencies.
Natural Language Interface
Speak to the scheduler in plain Turkish or English. Our AI assistant understands manufacturing context and executes commands.
Flexible AI Deployment
Run Gemma or Nemotron locally for data privacy, or connect to Gemini cloud for maximum capability. Your choice.
Real-Time Rescheduling
Distributed Celery workers enable instant schedule regeneration when disruptions occur on the shop floor.
Dependency-Aware Scheduling
Full support for FS, SS, FF, SF dependency types with lag times for complex multi-stage production workflows.
Enterprise-Grade Technology
Built on proven technologies for mission-critical optimization workloads. All AI processing happens on your infrastructure for complete data privacy.
GPU-accelerated VRP/TSP solver for combinatorial optimization
CP-SAT constraint solver for business rules and temporal scheduling
On-premises open-source LLMs for complete data privacy
Optional cloud AI for maximum capability when preferred
Optimization Strategies
Choose the right approach for your scheduling scenario.
Minimize Makespan
Global search for optimal sequence when building a new schedule. Minimizes total production time across all resources.
- Best for weekly/daily schedule generation
- Explores all machine assignments
Minimize Tardiness
Local improvement from an existing schedule or due-date sequence. Preserves priorities while reducing late deliveries.
- Best for reactive rescheduling
- Respects existing commitments