TECHNOLOGY SOLUTIONS
Artificial Intelligence
Artificial Intelligence (AI) is emerging as the defining technology of our age, with many industries already utilizing AI in some form or the other. Robotic process automation, machine learning, natural language processing, and neural networks are used to deliver AI applications.
Our Artificial Intelligence Capabilities
At Echolink Solutions, we exploit the promise of AI to improve customer experience by anticipating needs and optimizing work to provide faster and more effective outcomes.
AI Operating Model
- Strategy - Know what you want – stay focused on the business need.
- Design - Identify when and where to apply it.
- Development - Apply the appropriate resources and governance.
- Execution - Integrate with existing enterprise applications.
Benefits
Our artificial intelligence solutions will help to:
- Healthcare Industry - We use AI to automate routine and predictable tasks such as appointment scheduling and augment human actions across other functions.
- Transportation & Logistics Industry - can benefit from our AI solutions for enhanced security.
Automating EDI Using AI
AI can be effectively utilized in the field of Electronic Data Interchange (EDI) to streamline processes, enhance efficiency, and improve accuracy. Here are some ways Echolink Solutions is using AI in EDI:
Data extraction and parsing
We use AI to automatically extract relevant information from various EDI documents such as invoices, purchase orders, and shipping notices. Natural Language Processing (NLP) algorithms are employed to parse and understand the structured data within these documents.
Data validation and error detection
Our AI algorithms are employed to validate EDI data for compliance with standards and business rules. We are training Machine Learning models to identify potential errors or anomalies in the data, such as missing fields, incorrect formats, or inconsistencies.
Intelligent mapping and transformation
We use AI to automate the mapping and transformation of data between different EDI standards or formats. By leveraging machine learning techniques, Echolink Solutions AI systems are learning the mapping rules from historical data and applying them to new incoming documents.
Predictive analytics and demand forecasting
Our AI algorithms can analyze historical EDI data along with external factors such as market trends, seasonality, and customer behavior to provide insights and predictions. This assists businesses in optimizing inventory management, production planning, and demand forecasting.
Exception handling and resolution
Our AI can help automate the resolution of exceptions and errors that occur during EDI processes. By analyzing past patterns and applying predefined rules, Echolink Solutions AI systems can suggest or automatically execute resolutions for common issues, reducing manual intervention and improving response time.
Intelligent routing and prioritization
Echolink Solutions AI can intelligently route EDI documents based on various factors such as urgency, business rules, and processing capabilities. By considering real-time conditions and priorities, our AI systems can optimize the routing of documents to the appropriate systems or teams.
Continuous improvement and learning
Echolink Solutions AI systems can learn from historical EDI data and user interactions to improve their accuracy and performance over time. This can be achieved through techniques such as reinforcement learning, where the AI system receives feedback on its decisions and adjusts its behavior accordingly.
