Forestry, Pulp & Paper Case Study

Operational Intelligence & Agentic AI for Forestry, Pulp & Paper Manufacturing

Discover how a leading North American forestry, pulp and paper manufacturer improved mill visibility, reduced alarm fatigue, standardised operator workflows and identified $2.35M+ in annual operational opportunity using B3 Systems’ AI-powered operational intelligence platform.

15,721
Alarm Events Reduced
1,237
Operator Hours Saved
$2.35M+
annual operational improvement opportunities
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Executive Summary

A leading North American forestry, pulp and paper manufacturer partnered with B3 Systems to modernise operational intelligence across complex mill operations. The organisation was facing alarm fatigue, high operator burden, inconsistent response workflows, limited cross-system visibility and reactive process optimisation across pulp, recovery, paper machine and utility areas.

B3 implemented an AI-powered Operational Intelligence and Agentic AI framework that unified historian data, SAP extracts, alarm histories, operator interactions, workflow patterns and process metrics into a centralised analytics environment. The initiative helped the manufacturer reduce recurring alarm activity, uncover automation opportunities, improve operational response consistency and establish a scalable foundation for future industrial AI deployment across process manufacturing environments.

What You'll Learn

Alarm Intelligence

Learn how recurring alarms, standing alarms and nuisance alarm conditions were analysed to reduce operator burden and improve response prioritisation across mill operations.

Operator Workflow Optimisation

See how B3 reconstructed and analysed operator workflows to identify process variability, bottlenecks, standardisation opportunities and automation candidates.

Agentic AI for Process Manufacturing

Discover how AI-assisted recommendations helped evaluate rate surge scenarios, throughput recovery opportunities and future automation readiness across industrial operations.

Business Impact

Understand how the manufacturer identified 15,721 alarm events reduced, 1,237 operator hours saved, 342 automation opportunities and more than $2.35M in estimated annual operational opportunity.

Modernize Industrial Operations with B3 Systems

B3 Systems helps industrial organizations modernize operations through AI-powered operational intelligence, predictive maintenance, real-time analytics, and connected manufacturing solutions.