Businesses have more data at their fingertips than ever. Turning that data from applications, databases, IoT sensors, and machines into actionable insights, however, can be a challenge. DMC develops custom artificial intelligence (AI) and data analytics solutions that apply machine learning, deep learning, natural language processing (NLP), and computer vision techniques to help manufacturers turn industrial data, images, signals, and text into actionable insights. These solutions help optimize data collection and analyze information to identify patterns and improve decision-making. This can lead to efficiency gains that save time and reduce costs.
DMC has experience with the technologies and processes required to support successful AI and data analytics projects. Our team works across data acquisition, transformation, cleansing, and modeling, applying appropriate algorithms to deliver meaningful results. As a Certified Microsoft Data and AI Partner, we support the full process, including application development, data integration, and analytics.
Ready to start your next project? We can help.
Why Choose DMC?
DMC has decades of experience developing automation and software solutions for manufacturers. That experience extends to AI and data analytics projects, from data acquisition, integration, and preparation to model development, deployment, and ongoing optimization.
Our engineers build solutions that integrate with your existing operations using technologies such as Microsoft SQL Server, NoSQL databases, Microsoft Azure, Amazon Web Services, SCADA systems, and National Instruments hardware.
Customers choose DMC because we deliver AI solutions that are built for real manufacturing environments:
- Custom AI and data analytics solutions designed for each customer’s application
- Lightweight deployments that fit your existing infrastructure
- Real-time and near-real-time processing for manufacturing and industrial applications
- No required software subscriptions or proprietary licensing models
- No hardware or platform lock-in, allowing solutions to integrate with your preferred technologies
AI and Data Analytics Use Cases
Every manufacturer collects data differently, so the right AI solution depends on the application. DMC works with customers to identify where AI and machine learning can provide measurable value, whether that’s improving quality, reducing downtime, or making better use of existing production data.
Predicting Equipment Failures Before They Happen
Unexpected equipment failures are expensive and disruptive. By looking at historical operating data alongside live sensor information, AI models can identify changes that may signal a developing problem before a machine goes down.
Improve Quality with Computer Vision
Quality inspections don’t have to rely entirely on manual review. Computer vision can inspect products as they move through production, checking for defects, confirming assemblies, and identifying missing or incorrect components before they continue to the next step.
Predicting Product Quality with AI
Small changes during production can affect the quality of the final product. By looking at production data over time, AI can identify patterns that may indicate a process is drifting before quality issues become widespread.
Signal Processing
Industrial equipment constantly generates information through vibration, sound, temperature, pressure, and other sensor readings. Analyzing that data can reveal changes in machine behavior, helping manufacturers identify issues that might otherwise go unnoticed.
Improve Manufacturing Performance
Small changes in a manufacturing process can have a noticeable impact on production. By analyzing production data over time, AI can help uncover bottlenecks, compare operating conditions, and identify opportunities to improve throughput and overall performance.
Preparing Industrial Data for AI
AI projects are only as good as the data behind them. DMC helps organize and prepare information from PLCs, SCADA systems, historians, databases, and other industrial sources so it can be used reliably for analytics and machine learning.
AI & Machine Learning Technologies and Platforms
DMC works with a range of tools and frameworks to support AI and machine learning development and deployment:
TensorFlow
scikit-learn
Hugging Face Transformers
PyTorch
ONNX Runtime
OpenCV
YOLO
Not Sure Where to Start?
Many manufacturers have access to valuable operational data but aren’t always sure where to begin with AI. The first step is to understand your data, identify practical opportunities, and determine where AI can deliver measurable results. DMC works with customers to evaluate existing systems, explore high-value use cases, and develop a strategy that aligns with their operational goals.
Every AI initiative starts somewhere. Whether you already have a specific challenge in mind or are simply exploring what’s possible, our team can help you assess your data, determine the best path forward, and build a solution that fits your existing systems and long-term goals.
Ready to unlock more from your data?
Discover how custom AI solutions can turn manufacturing data into actionable insights.
