Predictive QualityUnlock the power of your production data – drive flawless quality with AI-powered predictions and seamless, continuous optimization.
Quality is no longer inspected – it’s predicted with AI.
With Predictive Quality, product quality is proactively secured. Production data is intelligently analyzed, errors are automatically detected and corrected early – all while ensuring 100% digital traceability for every part.
Features
Flexible Algorithm & Method Variety: Supports all relevant methods like SPC, Classification, Forecasting, and Anomaly Detection – combinable based on your specific needs.
Automated Error Analysis with XAI: Errors are automatically detected and explained – leveraging AI-driven analytics for maximum transparency.
Drift Detection & Metric Variety: Subtle data changes are identified early – with a wide range of evaluation metrics to ensure accuracy.
Data Lakehouse for All Data Formats: PLC, sensor, measurement, and third-party data (e.g., from ERP or CAQ) are centralized, processed, and operationalized.
High-Frequency Data Processing: Digital signal processing (e.g., FFT, Wavelet) is applied for precise feature engineering of high-frequency data.
Digital Quality Fingerprint: A complete quality profile is automatically generated for each part – ensuring 100% inspection instead of sampling.
Our solutions harness enterprise-grade AI capabilities that truly make a difference
AI Model ManagementAI Models – Custom-Trained. Automatically Optimized. Always Up-to-Date.
Integrated Data LakehousePlug & Play for Your Data – Compatible. Flexible. Fully Integrated.
REST APIAI-as-a-Service – Open. Extensible. Ready to Connect.
Compliance by DesignLegally Compliant. Transparent. 100% Aligned with the EU AI Act.
Predictive Quality – Key Benefits at a Glance
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faster defect analysis
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less scrap and waste
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traceability for every component
Unique Selling Points
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Largest Algorithmic Base on the MarketSupports and combines all relevant Predictive Quality approaches with maximum flexibility.
02
SPC & Six Sigma ReimaginedEstablished methods are seamlessly integrated into a scalable AI infrastructure – enhanced with Big Data and AI for greater precision, automation, and impact.
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Complete Data TransparencyAll production-relevant data is integrated, enriched, and contextualized for deeper insights.
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Actionable AI InsightsResults are provided via REST API and can be directly fed back into production for real-time use. Alternatively, AI models can also be deployed "on-edge.
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Transparent Decision-Making with XAIAI outcomes are explained in a comprehensible way – ensuring full transparency for technical teams, quality management, and executives.
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Scalable Platform ArchitectureThe solution grows with your needs – from pilot applications with a single plant to enterprise-wide rollouts.
Discover more Smart Factory Solutions from AltaSigma
Process Mining
Our AI-powered Process Mining solution enables process discovery and real-time monitoring of process compliance – ensuring maximum transparency and efficiency.
Predictive Maintenance
Our Predictive Maintenance solution identifies maintenance needs before failures occur – ensuring maximum asset availability and scheduled upkeep.
Adaptive Anomaly Detection
Adaptive Anomaly Detection ensures process reliability, detects deviations in real-time, and provides precise root cause analysis for dependable and stable manufacturing.Curious to learn more?
Discover how Predictive Quality can elevate your quality assurance and secure the quality of tomorrow.
