AI-based Optimization Framework
CONSCIOUS OPERATION, CONTINUOUS CONTROL
Real-time, intelligent decision support for efficient utilisation of inventory, procurement, manufacturing processes, and resources.
With Dyntell’s AI-based optimisation framework, your company can respond faster to market changes, reduce costs, and improve competitiveness.
Optimisation: The Invisible Compass of Business Processes
One of the biggest advantages of ERP systems is that they manage company operations in an integrated manner. The Dyntell framework takes this to a new level with AI-based optimisation algorithms that:
- make recommendations based on real-time data,
- coordinate production, inventory, logistics, and resources,
- continuously learn and refine decisions.
The integration of optimisation algorithms into the enterprise management system offers significant business advantages: faster, more accurate, and more cost-effective operations, optimal resource utilisation, mobility, and adaptive intelligence. This enables the company to respond effectively to market challenges while ensuring that every decision is based on the best possible solution.
Key References
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What is the system capable of? Examples of optimisation
PRODUCTION AND SCHEDULING OPTIMISATION
Production sequence: Algorithms plan the most efficient use of machines, labor, and raw materials. This reduces downtime and avoids bottlenecks.
Production schedule: Gantt charts show how long a task takes compared to the plan, making the efficiency of the process immediately apparent.
Parallel orders: When multiple orders arrive at the same time, algorithms decide what is most important and how best to allocate labor.
INVENTORY MANAGEMENT AND LOGISTICS
Inventory management: These systems help avoid unnecessary stockpiling and, at the same time, prevent raw materials from running out. You always have exactly what you need.
Transport routes: Algorithms plan transport routes and vehicle allocation so that goods reach their destination as quickly and cheaply as possible.
RESOURCE ALLOCATION
Workforce and machines: Algorithms ensure that every worker and machine is assigned to the most appropriate task, taking into account deadlines and priorities.
Task prioritization: The system helps the company respond quickly to unexpected situations, such as an urgent order or an unexpected breakdown
COST OPTIMISATION AND FINANCIAL PLANNING
Cost reduction: Algorithms find the cheapest procurement, manufacturing, or shipping solutions.
Financial planning: By comparing planned and actual data, systems help make more accurate predictions about future processes.
LOCAL OPTIMISATION OF ELECTRICITY CONSUMPTION
Reducing energy costs and making them predictable
Optimising solar panel production and utilising negative electricity prices
Integrating energy considerations into manufacturing and inventory planning
DECISION SUPPORT AND PREDICTION
Prediction with artificial intelligence: AI-based systems analyse different scenarios and make suggestions for improving and accelerating processes.
Multi-objective optimisation: Systems are capable of considering multiple objectives simultaneously, such as the joint optimisation of production time, costs, and quality.
AI-based optimisation in practice
Optimisation creates tangible competitive advantages: it reduces costs, speeds up processes, and helps you make better decisions. It solves different challenges in different industries, whether it’s production scheduling, cutting logistics costs, or accurately planning workforce capacity. The examples below illustrate how AI and pervasive optimisation are transforming everyday operations.
Manufacturing
AI-based algorithms help select the most efficient combination of raw materials, machines, and work processes, thereby increasing productivity, reducing costs, and shortening lead times.
Commercial
By optimising route planning and freight management, faster and cheaper deliveries can be achieved, while the system takes into account customer requirements and complex logistics rules.
Service Providers
Intelligent workforce scheduling allows you to manage the availability, skills, and workload of hundreds of employees, ensuring continuous service with better capacity utilisation.
Üzleti előnyök
Increased efficiency
With this system, you can achieve more results with fewer resources, which means a significant increase in productivity.
Faster and better decisions
The algorithms immediately calculate the most appropriate solutions, eliminating the need for lengthy analysis. This speeds up decision-making and reduces the possibility of errors.
Secure market position
With optimised processes, the company reduces costs and responds more quickly to market changes. This increases competitiveness and ensures long-term growth.
Real-time operation
The system continuously updates its recommendations based on real-time data from the ERP, thus always adjusting processes to the current situation.
Why Dyntell?
- We have been developing corporate AI solutions for 10 years.
- We are not a consulting firm; we deliver concrete, working solutions.
- Full integration with the Dyntell ERP and BI ecosystem.
- Decades of industry experience.
Make your company's operations transparent, request a free consultation!
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