Presentation: From Data to Decisions: Advanced Industrial Analytics and Machine Learning with CONNECT

2026 - AVEVA World - Milan - Innovation (CONNECT, AI, etc.)

From Data to Decisions: Advanced Industrial Analytics and Machine Learning with CONNECT

AVEVA Advanced Analytics, available on CONNECT, helps industrial organizations turn industrial data into actionable insights at scale. Leveraging CONNECT data, it supports predictive, diagnostic, and optimization use cases using time-series, events, and asset context. Engineers and data scientists use these capabilities to train models, detect anomalies, and operationalize analytics directly into engineering and operations workflows. This session covers recent enhancements, what’s coming next on the roadmap, and best practices - including common modeling patterns, deployment approaches, and real-world customer examples.


Company

AVEVA

Speaker

Fabio Dani

Software Developer specializing in industrial data systems within the AVEVA ecosystem, including CONNECT Data Services and the Aveva PI System. With over 15 years of experience, combines development expertise with a strong background in advanced troubleshooting and data integration. Focuses on building reliable data solutions, improving data flow between systems, and leveraging automation to enhance performance and scalability. Brings a practical, real-world perspective on industrial data challenges and solutions.


Company

AVEVA

Speaker

John Baier

John Baier is Vice President of Early Customer Engagement at AVEVA.   He is part of the Portfolio organization at AVEVA which manages all products and solutions across the broad AVEVA industrial software suite.   John and his team lead the AVEVA Lighthouse Early Adopter Program, working with the AVEVA ecosystem of customers and partners to optimize customer value using the latest products and related technologies.


Session Code

SESS-47