AI Platform
From Data Analytics to Predictions and Autonomous Process Control
What We Are Solving
Manufacturing processes drift over time, leading to costly defects and waste. Environmental conditions can change at a moment’s notice, pushing production off optimum and causing quality inconsistency. The losses can add up to millions of dollars, hundreds of hours of lost production time and effort, and piles of unusable waste from expensive raw materials.
Our Solution
The DataDudes AI platform leverages process data to model and control production in real-time. It predicts results and recommends precise interventions before they become a problem, to optimize yield, quality, and production efficiency.
Our AI Platform
Sees Into the Future
Our AI platform connects to process data, including sensors, quality assurance, engineers’ know-how, and other external data sources. It then continuously predicts process outcomes and recommends proactive actions that reduce and even eliminate undesired process output.
Having trained on thousands of data sensors and making over half a million predictions monthly, the DataDudes platform enables manufacturing operations to run smoothly on autopilot, enabling the highest standard of operation with autonomous process control.
Once trusted, it enables Autonomous Process Control, acting as an autopilot to maintain consistent production quality.
Platform Workflow
Data Connection
Specify the data sources and target variables for the AI platform to predict. Indicate which columns contain setpoints to optimize.
Model Configuration
Configure model parameters including prediction horizon, and history window, engineer new complex features, set variable boundaries, and indicate setpoint variables.
Integrate algorithmic insights with human expertise to identify key process drivers and constraints.
Exploratory Data Analysis
Conduct exploratory data analysis before modelling to visually examine correlations, interactions, outliers and more.
The output enables the establishment of appropriate modelling assumptions.
Model Results and Deployment
A list of all trained models is shown on this screen, allowing the user to evaluate each model and choose the best model based on various metrics. Once selected, the user can click on the chosen model to deploy it.
The Technology
Time series foundation model (sensor data GPT)
Automatic ML for process manufacturing
Platform Advantages
Proprietary Cutting-Edge AI Algorithms
Our advanced predictive AI platform focuses on the end product quality with high accuracy, enabling adjustments before certain factors negatively impact your production process, so you can maintain consistently high standards.
Highly Adaptable to Different Industries
We’ve designed our platform to quickly adapt to a variety of industrial sectors, meeting each industry’s unique challenges and requirements.
Proven Technology with Operational Installations
We have a proven track record with operational installations that validate our platform’s reliability and effectiveness.
Easy-to-Use Platform for Rapid Integration
Our platform ensures quick integration into your manufacturing systems, which reduces the learning curve and accelerates your ROI.
Focus on Tangible Outcomes
Our platform provides actionable insights and recommendations that enhance both efficiency and product quality.
Scalable to Multiple Production Lines
Our platform is capable of effortlessly scaling across multiple production lines, including different facilities, ensuring product quality stability throughout your operations.