Arkhon Mind
Arkhon Mind is an AI-powered supply chain planning and optimization module. With a four-phase development process, each phase takes supply chain processes one step further.
What is Arkhon Mind?
Today, the use of artificial intelligence is increasing in both personal life and the business world. Whether artificial intelligence will create an Industrial Revolution effect in our current lives will be seen in the coming years, but it can be easily claimed that it is already leading to a paradigm shift in many areas.
Artificial intelligence, which enables employees to utilize existing knowledge, put it into practice, and generate new insights, contributes positively to work efficiency and added value in this regard.
ArkhonMind, is a module developed to increase the productivity of planners in supply chain planning and optimization. Designed with a four-phase development process, each phase takes supply chain processes one step further.
Smart Optimization
Comprehensive optimization using machine learning, dynamic regression, and genetic algorithms
Human Language Communication
Plan your schedule by giving the system voice or text commands
Autonomous Planning
System's ability to make decisions and manage plans on its own
Continuous Learning
By learning from your data, you make better decisions over time
4-Phase Development Process
Each phase builds upon the previous one, enabling your company to progress on its AI journey.
Optimizer - Supply Chain Planning and Optimization
This first phase includes Arkhon's end-to-end supply chain planning and optimization processes. This phase, which involves the implementation of advanced algorithms for supply chain process optimization, is currently in active use.
Tools Used:
- Machine Learning: Creating predictive models using historical data
- Dynamic Regression: Instantaneous calculation of the effects of variable factors
- Genetic Algorithms: Finding the best solutions through evolutionary methods
- Non-Linear Optimization Systems: Optimal results under complex constraints
Guide & Assistance - AI-Powered Access to Information
In this second phase, the planner communicates with ArkhonMind in writing. The user can ask questions directly through the system and receive quick and accurate planning advice. ArkhonMind directs the user to the relevant modules and reports. This phase is actively in use.
Example Cases:
Question: "I want to place a material order, but I don't want to exceed my inventory target. What should I do?"
ArkhonMind analyzes this request and directs the user to the relevant modules and reports.
Tools Used:
- Large Language Models (LLM): Understanding and generating human language
- RAG (Retrieval Augmented Generation): Company data-specific database
- Fine-tuning: Industry-specific model training
Agent - Automatic Generation of Plans and Reports
At this level, ArkhonMind does more than just provide information; it also directly prepares plans and reports. This is an advanced stage where the system can actively plan based on the user's voice or verbal instructions. This phase is currently in modeling and testing stage.
Example Instructions:
Prepare a 12-week production plan based on incoming sales orders
"Analyze the capacity constraints affecting the plan and suggest alternatives."
ArkhonMind analyzes such requests and creates the desired plans.
Example Cases:
Strategic Analysis:
- • Status analysis of orders from the top 5 customers by revenue
- • Evaluating the most profitable customers' position in the production plan
- • Summary of capacity constraints affecting orders
Tools Used:
- Phase-1 and Phase-2 Tools: All optimization and guidance capabilities
- Semantic Kernel: Intelligent decision-making infrastructure of AI agents
- Function Calling: Converting human language commands into system functions
Overmind - Fully Autonomous Planning
ArkhonMind will take charge of all planning processes during this phase. It will access all of the company's resources, primarily its ERP, understand the parameters, constraints, and developments affecting the plan, and will develop appropriate plans accordingly. Furthermore, it will be directly involved in the implementation of the resulting plan and prevent any disruptions in the process.
Still in design stage, this will be the final phase that ArkhonMind will reach, progressing alongside global technological advancements.
Targeted Skills:
- 24/7 uninterrupted autonomous planning
- Full integration with all resources
- Taking proactive action and problem solving
- Instant adaptation to real-time market changes
Tools Used:
- Phase-1, Phase-2, and Phase-3 Tools: Unified AI Ecosystem
- Generative AI Tech: Creative problem-solving and scenario generation
- Multi-Agent Systems: AI agents specialized in different areas
- Reinforcement Learning: Continuous self-improvement
Ready for the future with Arkhon Mind?
Discover our AI-powered planning solutions and take your business to the next level.