2025 Year in Review

2025 Year in Review: Industrial Analytics That Delivered Measurable Outcomes

As 2025 concludes, one message from our customers stands out: pragmatic, incremental and value driven transformation comes from targeted expertise, delivered with flexibility, not from deploying a bus load of consultants. Organizations wanted accelerated results, efficient modernization of their PI and analytics environments, and a clear path to operational value. IT Vizion focused on the essentials required to achieve that. The result was a year defined by successful Seeq implementations, PI migrations, AF model development, workflow automation, and responsible AI-assisted delivery.

We strengthened long-standing partnerships with AVEVA and Seeq, expanded into new regions, launched new service capabilities, and added new strategic partnerships including Databricks and CIPO. More importantly, our customers publicly showcased the outcomes they achieved, validating the approach and the underlying methodology.

Accelerating Seeq Adoption Across Industries

Across oil and gas, chemicals, utilities, power generation, renewable fuels, and manufacturing, organizations selected IT Vizion to deploy and scale Seeq’s advanced analytics platform. Our work focused on use-case development, data readiness, integration with PI System and other historians, and training that enabled engineering teams to maintain and expand their analytics environments independently.

Customers adopted Seeq rapidly because analytics were tied to operational needs such as reliability, energy consumption, process stability, yield improvement, and batch performance. The impact was direct: faster insight discovery, more accurate diagnostics, and decision support integrated into daily operations.

Search-optimized themes: Seeq implementation partner, Seeq analytics services, industrial advanced analytics deployment, Seeq use-case development.

PI Modernization: Migrating from ProcessBook to PI Vision

2025 saw significant demand for modernization of legacy PI ProcessBook displays as organizations prepared for end-of-life timelines. IT Vizion executed structured migrations to PI Vision, ensuring that critical operational displays were preserved and optimized.

Customers benefited from:

• cleaner, more maintainable displays
• standardized visualization across teams
• mobile and cloud-ready layouts
• improved performance and governance

PI Vision migrations frequently surfaced inconsistencies in underlying data structures. This led to parallel improvement programs in AF modeling, contextualization, and calculation cleanup.

Search-optimized themes: ProcessBook to PI Vision migration, PI Vision consulting, PI dashboard modernization.

Building Robust PI AF Models for Scalable Analytics

AF modeling was a foundational theme of 2025. Customers increasingly recognized that advanced analytics fail without structured, contextualized operational data. IT Vizion delivered AF templates, hierarchies, calculations, and event frames that standardized equipment and process representation across sites.

Well-structured AF models reduced engineering workload, accelerated Seeq adoption, created a single source of operational context, and enabled consistent KPIs. Many enterprise-wide analytics programs launched only after AF maturity reached the level required for scalable insights.

Search-optimized themes: PI AF model design, AF template development, industrial data contextualization, event frame solutions.

Responsible Use of AI to Improve Efficiency

2025 was the first year industrial customers expected AI to be part of the delivery model and part of the solution. IT Vizion used AI assistants and agents responsibly to automate repetitive tasks such as display mapping, transformation scripting, documentation generation, first pass analytics build outs etc…

As part of our AI governance framework, every AI-generated output was reviewed by domain engineers. The objective was efficiency and consistency, not replacement of expertise. This approach leads to reduced cost for customers and shortened time to deployment while preserving accuracy and safety.

Search-optimized themes: industrial AI augmentation, AI-assisted PI services, responsible OT AI practices.

Customer Success Demonstrated Publicly at Seeq Conneqt and Regional Events

A clear validation of IT Vizion’s work came from customers presenting their results at Seeq Conneqt in Las Vegas, followed by additional customer presentations in Budapest and Bucharest. These talks showcased practical, repeatable, and financially meaningful outcomes.

ClonBio: Significant energy savings and optimized dryer performance

ClonBio demonstrated how Seeq analytics, enabled by structured AF models and high-quality PI data preparation, revealed hidden patterns in dryer energy consumption. They isolated optimal operating envelopes, identified previously unseen inefficiencies, and reduced energy intensity per unit of production. Importantly, ClonBio’s engineering team now operates these analyses independently using Seeq.

BEPCO: Workflow digitalization and faster operational decisions with CIPO

BEPCO described how Seeq and CIPO workflow automation replaced manual, spreadsheet-driven review cycles with automated, exception-based workflows. The gains included reduced decision time, fewer manual steps, and improved transparency. The combined analytics and workflow stack shifted operations from reactive review to proactive management.

Klarwin: Standardized analytics, improved efficiency, and better repeatability

Klarwin showcased how PI Vision modernization, AF restructuring, and CIPO-enabled workflows created consistent analytics practices across its operations. Templates, automated event tracking, and aligned dashboards reduced engineering load and established a repeatable operations model that scales.

Across these events, the common thread was clear. Customers achieved real outcomes because their analytics environments were built on top of their existing data layers, aligned to Seeq capabilities, and integrated with workflow automation where appropriate.

Strengthening Partnerships: AVEVA, Seeq, Databricks, and the New CIPO Partnership

Our partnerships advanced significantly in 2025.

• AVEVA: Continued collaboration on PI System modernization, AF modeling programs, and enterprise historian deployments.
• Seeq: Deeper engagement across training, delivery, enterprise rollouts, and joint customer success.
• Databricks: A new partnership enabling customers to unify OT and IT data, integrate PI and Seeq outputs into enterprise data lakes, and scale machine learning workloads.
• CIPO: A major addition that allowed us to deliver integrated workflow automation alongside Seeq analytics and PI data structures.

These partnerships enabled end-to-end solutions spanning data acquisition, contextualization, analytics, and digitized action workflows.

Outcomes That Extend Beyond Cost Reduction

Many organizations began the year focused on cost cutting. The most successful outcomes occurred when the focus shifted from cost to capability. When customers pursued targeted interventions that enabled new analytical capability, cost reduction followed naturally.

The outcomes included:

• reduced downtime through anomaly detection and early warnings
• lower energy consumption and increased yield stability
• shorter engineering cycles through standardized AF and PI Vision assets
• improved operational visibility through Seeq enterprise rollouts
• automated workflows replacing manual effort

These were not abstract digital initiatives. They were measurable operational changes enabled by targeted expertise.

A Strong Foundation for 2026

The achievements of 2025 position IT Vizion and its customers for accelerated progress in 2026. Organizations are moving from pilots to enterprise adoption, from fragmented data to governed operational intelligence, and from exploratory AI to practical AI that enhances day-to-day industrial decision making.

For teams looking to modernize PI, build AF models, migrate to PI Vision, implement Seeq, integrate OT data with Databricks, or deploy workflow automation through CIPO, IT Vizion provides the engineering, domain expertise, and analytic capabilities needed to deliver outcomes quickly and reliably.

If your organization is ready to turn industrial data into operational value, IT Vizion is ready to help.

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