Pattern Discovery Technologies, Inc. and AF ExpertConsulting, LLC are proud to announce a new partnership designed to helpindustrial organizations finally get trustworthy, high-value operational dataout of their PI System and PI AF.
Why this partnership matters
Advanced analytics, dashboards, and AI are only as good asthe operational data they rely on. Too often, organizations try to“out-analyze” poor data quality and weak asset frameworks—and the result isquietly failing projects, misleading insights, and lost trust in digitalinitiatives.
We believe that no algorithm can outsmart bad operationaldata. Instead, the answer is a strong, well-designed, and well-governed PI AF,combined with rigorous, automated checks on the fidelity of your PI data.That’s the foundation this partnership delivers.
What we’re combining
Pattern Discovery Technologies brings CompressionInsight™, apowerful solution for automated data fidelity checks and compression analysisthat validates whether your archived PI data truly reflects what happened inthe real world.
AF Expert Consulting contributes over 100 years of combinedPI AF knowledge, wisdom, and hands-on experience. Together, we apply “layers ofoperational data quality” and “layers of analytics” frameworks so that everyanalytical layer is built on solid, trusted PI AF structures—not guesswork.
The result is simple: raw PI data is transformed intotrusted, decision-ready intelligence that business, operations, and analyticsteams can rely on.
Offerings from this partnership
- PI AF Operational Consulting Packages:
From asset-centric context design and maturity assessments to governance programs and custom engagements, these packages ensure your PI AF foundation is robust, consistent, and scalable across sites and use cases.
- PI AF Strategic Consulting Packages:
These engagements focus on business transformation, aligning PI AF with enterprise strategy and digital roadmaps so that every PI investment directly supports clear outcomes and measurable ROI.
- PI AF Consultation Retainer:
Flexible, ongoing expert support keeps your PI AF ecosystem healthy as your business, assets, and analytics needs evolve—so improvements are sustained, not one-off.
- Pattern Discovery Technologies – CompressionInsight™:
Automated data fidelity checks and compression analysis confirm that your archived PI data captures reality with integrity, providing confidence for reporting, calculations, advanced analytics, and AI initiatives.
The value you can expect
With a solid PI AF foundation and verified high-fidelity PIdata, every report, KPI, calculation, model, and AI use case is powered byoperational data you can actually trust. This partnership turns your PI AF andPI archives from “just stored data” into reliable business assets that drivebetter decisions and operational excellence.
If you are serious about taking Value to the Power ofAF—ValueAF—and unlocking the full value of your analytics and AI, thispartnership ensures your foundation is strong enough to support it.
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