Custom AI Solutions
Creating Value From Data
At Orise, we specialize in crafting Custom AI Solutions that transform your data into actionable insights, driving business success. Our approach goes beyond traditional Business Intelligence by integrating advanced AI techniques, machine learning, and predictive analytics to enhance both current and future operations.
Unlike conventional analytics firms that focus solely on historical data, we build predictive models and algorithmic software that optimize processes, enhance decision-making, and drive continuous improvement. Our expertise spans software development, AI-driven automation, data science, and advanced control systems, ensuring that your business stays ahead of the curve.
We work alongside you to unlock the full potential of your data, enabling real-time decision-making through predictive and prescriptive analytics. Whether you’re dealing with industrial machines, electromechanical devices, or software applications, our AI-driven solutions empower them to extract valuable insights, automate decision-making, and implement more efficient, data-driven strategies.
With Orise, your business isn’t just analyzing the past—it’s actively shaping the future.
Functionalities
Decision Support
Decision support is at the heart of our Custom AI Solutions. By integrating advanced AI technologies such as machine learning, natural language processing (NLP), and generative AI, we help you make well-informed decisions by analyzing data and offering actionable insights. This enables you to make informed decisions that drive business growth.
These solutions incorporate prescriptive analytics for decision support, root cause analysis, and anomaly detection. They focus on tailored software designed for AI-based decision support, particularly in operations, planning, and real-time optimization. Web-based Decision Support Systems (DSS) further enhance decision-making by integrating technologies like natural language processing (NLP), machine learning (ML), and generative AI to deliver dynamic, context-aware solutions.
Reinforcement learning (RL) is also employed to train AI agents for optimal decision-making, prioritizing actions based on historical data and user intent. Additionally, AI-driven decision support systems improve decision accuracy, build user trust through transparency features, and ensure explainability
Automated Optimization
Automated optimization in custom AI solutions leverages AI and machine learning to boost performance and efficiency. AI systems autonomously select the most suitable models for each task, fine-tune them for peak performance, and eliminate unnecessary processes.
This approach minimizes costs, enhances productivity, and streamlines operations. By continuously learning and adapting, AI-driven optimization improves accuracy, reduces errors, and offers valuable insights for ongoing improvements. Businesses can rely on AI to automate decision-making, optimize workflows, and ensure seamless execution of tasks with minimal human intervention.
Diagnostic Analytics
Diagnostic analytics in Custom AI Solutions uses AI and machine learning to analyze data and identify the root causes of observed outcomes. This approach helps organizations understand why certain events occurred, offering valuable insights to improve processes and decision-making.
AI-powered diagnostic tools can analyze patient data in real-time, predict outcomes with greater accuracy, and recommend personalized treatments. By automating complex calculations and uncovering hidden patterns, AI enhances diagnostic capabilities and reveals insights that might otherwise be overlooked.
In industrial settings, diagnostic analytics helps pinpoint key factors affecting yield and quality, enabling businesses to optimize performance indicators. Virtual sensors further improve product quality by predicting outcomes and facilitating proactive adjustments
What-If Analysis
Our AI-powered What-If Analysis tools allow you to explore multiple scenarios and understand potential outcomes before making critical decisions. AI enhances this by automating predictions and uncovering hidden patterns that would be difficult to detect manually.
By automating complex calculations and predictions, AI enhances the speed and accuracy of data analysis. It can process large datasets efficiently, uncover hidden patterns, and generate insights that might otherwise go unnoticed.
This allows for a deeper understanding of potential future scenarios without the need for manual adjustments. Additionally, AI-based detection systems play a crucial role in monitoring equipment health in real time, predicting failures before they occur, and ensuring operational efficiency.
Planning Recommenders
Planning recommenders are tools that leverage AI technologies to enhance efficiency, reduce costs, and improve decision-making across various industries. These systems utilize machine learning algorithms to analyze historical data, forecast future trends, and offer recommendations for optimal planning.
They play a critical role in demand forecasting, pricing models, and fraud detection, helping businesses stay ahead of market trends. AI-driven solutions like Orise Digital AI provide real-time production and machine monitoring, enabling predictive analysis for industrial applications.
By delivering tailored software for decision support in operations, planning, and real-time optimization, AI-powered planning recommenders drive smarter business strategies and improved resource allocation.
AI-Powered Production Analytics
Leveraging our proven success in the paper manufacturing, mining, and automotive industries, we excel at identifying inefficiencies and driving measurable operational improvements
Our expertise includes:
Statistical Analysis
- Design of Experiments (DOE) for efficient investigation
- Measurement System Analysis (MSA) for ensuring measurement reliability
- Power Analysis to determine optimal sample sizes
- Analysis of variance (ANOVA) and correlation studies
Software Development for Industrial AI
- Custom AI-powered tools for automated experimentation and analysis
- Data fusion tools like DataIn for managing and analyzing production data
- AI-driven soft sensors to predict key production variables.
Machine Learning
- Process and workflow analytics
- Anomaly detection and predictive maintenance
- Soft sensor development
- Computer vision applications
- Prediction and forecasting
- Product classification
Creating Value: Roadmap
1
Data
Orise specializes in accessing and analyzing large-scale, complex datasets across various formats and databases, including:
- Big Data
- Log File data
- Machine data
- Real-time data
- NoSQL data
- IoT data
- Unstructured data
- RDB data
Before going any further, we ensure data integrity through rigorous validation, cleaning, and structuring processes.
2
Knowledge
We unlock the true potential of your data using a combination of cutting-edge analytical techniques, including:
- Prescriptive analysis
- Root cause analysis
- Anomaly detection
- Computer simulation
- Predictive modelling
- Machine learning
- Signal processing
- Classification
When possible we use existing industry-leading tools, and when necessary, develop custom AI-driven solutions to fit your specific needs.
3
Insights
Thanks to optimization software, we go beyond insights—our solutions generate actionable recommendations that can be:
- Integrated into operational systems for real-time decision-making
- Provided to key stakeholders for evaluation and strategic planning
- Automatically executed for process optimization and efficiency gains
4
Value
Boost efficiency through prescriptive analytics, root cause analysis, and process optimization.
Improve turnaround times and efficiency in service teams through AI-driven log file analytics and anomaly detection.
Why Work With Orise Digital?
- Expert Team: Access a multidisciplinary team of data scientists, software engineers, and AI experts with extensive hands-on experience.
- Tailored Solutions: We don’t provide one-size-fits-all solutions. Every project is customized to meet your unique needs.
- Long-Term Support: Our collaboration doesn’t end after deployment. We offer ongoing support to ensure your systems continue to perform at their best.
Research & Innovation
- ITEA3 REFLEXION:
- Enhancing the European high-tech industry by improving product quality and stability through data-driven anomaly detection and predictive maintenance.
- Active@Work:
- Supporting senior workers with IoT-based health monitoring and integration solutions, leveraging machine learning for anomaly detection in sensor data.
At Orise, AI isn’t just technology—it’s a strategic advantage that drives efficiency, automation, and innovation.
Our research fuels real-world solutions, helping businesses unlock new opportunities with custom AI-driven insights.
Learn more about our research project here → Research Projects
Ready to transform your business with AI?
Contact us today to explore tailored AI solutions designed to optimize your operations and drive success.