proven results.
Real outcomes from real operations. Client names are withheld at their request.
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Accelerating Standards & Procedure Development with Generative AI
Maintenance standards delivered in weeks instead of months, and the documentation backlog cleared.
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Predictive Maintenance Platform Selection and Deployment
A best-in-class platform selected and integrated, with roughly 10x return on the capital investment in year one.
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Transforming Asset Health Methodologies for Global Scale
Algorithm development 10x faster, with a shared method that scaled across continents.
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One View of Asset Performance Across Five Operations
Five operations, three kinds of downtime data, one dashboard the client’s own team keeps current.
worked examples.
The tools behind our AI-enabled services, shown on real equipment using OEM documentation and sample data. Each one is ready to apply to your data.
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SAP Technical Object Structure: Nordberg C160 Jaw Crusher
A load-ready SAP structure built from the OEM manual, with every value traced to a source page and zero reference errors.
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Material Master Duplicate Detection Your Planners Can Trust
Explainable duplicate detection for SAP material masters. Every finding shows its evidence, and nothing is deleted automatically.
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Work Instruction Pipeline: From Scanned PDF to Structured Data
Scanned work instructions turned into structured, system-ready data, with confidence scored row by row and data kept in your environment.
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The FAM Predictive Maintenance Framework
Not another dashboard. An investigation workflow that takes reliability engineers from alert to asset to signal without losing context.
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