Datamnis delivers AI-powered advanced data analytics to unlock the power of your manufacturing process data for real-time product and processing insights. We integrate cutting-edge technology into our analytics solutions, including Process Analytical Technology (PAT), Machine Learning modelling, and tailored AI agents.
Six interconnected technology pillars powering real-time process intelligence, from sensor to decision.
At our core lies PAT — the framework for designing, analyzing, and controlling manufacturing through real-time measurements of critical quality and performance attributes. Our PAT implementation integrates spectroscopic, chromatographic, and multi-sensor data into unified process models.
Purpose-built ML models for manufacturing — PLS, PCA, deep autoencoders, and time-series forecasting trained on your process data for predictive quality and anomaly detection.
Interactive dashboards with live process data streams, customizable widgets, control charts, and drill-down analytics — empowering operators and engineers with instant insight.
Virtual replicas of your manufacturing processes for simulation, optimization, and what-if analysis — enabling risk-free experimentation and continuous improvement.
Customized AI agents deployed in-line for autonomous process monitoring, adaptive control recommendations, and intelligent alerting tuned to your specific manufacturing context.
Edge-deployed intelligence bringing analytics directly to the factory floor — enabling operators with real-time guidance, reducing latency and connecting OT with IT seamlessly.
Comprehensive data architecture mapping connecting PLCs, SCADA, MES, ERP, and cloud layers — ensuring seamless, secure, bidirectional data flow across your entire operation.
Bridging the gap between advanced data science and real-world manufacturing — making every process smarter, leaner, and more sustainable.
Datamnis was founded on a simple conviction: manufacturers deserve intelligent, real-time visibility into every critical process. We combine deep domain expertise in Process Analytical Technology with cutting-edge AI and machine learning to deliver that vision. We have strong technical competencies and track records in applying advanced process engineering and data analytics in manufacturing applications.
Our team brings together specialists in process analytical technology, advanced data science, and AI driven software solution. Together, we build solutions that predict, adapt, and continuously optimise across the entire manufacturing lifecycle.
From predictive quality to resource optimization, our solutions deliver measurable impact at every level of your operation.
Forecast product quality in real-time using in-line PAT measurements and ML models, catching deviations before they become defects.
Continuous, AI-driven monitoring of all critical process parameters with intelligent alerting and drift detection.
Build high-fidelity virtual replicas of your processes for optimization, scale-up prediction, and risk-free experimentation.
Optimize resource allocation, reduce waste, and improve sustainability through AI-driven insight into energy, material, and throughput efficiency.
Our proven methodology ensures rapid deployment and measurable ROI from day one.
We map your manufacturing data landscape — sensors, PLCs, SCADA, MES — and identify high-impact analytics opportunities aligned with your critical quality attributes.
We connect your OT and IT layers, establishing real-time data pipelines and designing PAT measurement strategies tailored to your process.
Our data scientists build and validate ML models and tailored data analytics platforms on your historical and real-time data from PLS/PCA through deep learning tuned for your specific process characteristics.
Models are deployed to your production environment — cloud, on-premise, or edge — with real-time dashboards, alerting, and operator guidance configured for your team.
Ongoing model retraining, performance monitoring, and analytics expansion — ensuring your intelligence layer evolves with your processes and drives sustained value.
Discover how Datamnis delivers measurable process improvements through data analytics and Process Analytical Technology (PAT)
Join forward-thinking manufacturers who are leveraging AI-driven PAT analytics to achieve unprecedented process control and quality.