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Industrial Data Historians & OT Data Platforms · Context, Analysis & Enterprise Data Access

Calculations, KPIs & historian analytics

Create calculated tags, aggregates, events, KPIs, statistics or other historian-native analytical outputs where supported.

5 products evaluated3 supported2 partial / conditional0 not yet verified0 not supportedAvg evidence confidence 98%

Product support comparison

Recorded product facts are shown separately from buyer-specific recommendation scores. “Not yet verified” means evidence is incomplete; it does not mean the product lacks the capability.

ProductStatusConfidenceImplementationEvidenceLimitations / notesLast verified
AI
Aspen InfoPlus.21
Aspen Technology
Supported99%Not recorded1 sourceIP.21 includes real-time computation engines for KPI and SPC/SQC analysis and supports advanced analytics over historian data.Sep 18, 2026
CH
Canary Historian
Canary Labs
Supported99%Not recorded1 sourceCanary Calculation Server creates calculated tags, aggregates and asset-model calculations that can be backfilled.Sep 18, 2026
Supported98%Not recorded1 sourcePI System supports foundational analysis, event tracking, notifications and processing of historical and real-time data; advanced AI/ML remains external/adjacent unless separately licensed.Sep 18, 2026
Partially Supported97%Not recorded1 sourcePHD supports virtual tags and on-demand calculations, while broader KPI/analytics capabilities are delivered through additional Uniformance products.Sep 18, 2026
PH
Partially Supported97%Not recorded1 sourceHistorian enables fast retrieval and analysis, but advanced analytics/AI are provided through adjacent Proficy analytics products and are not treated as core Historian entitlement.Sep 18, 2026

How to use this comparison

Support status

Supported, conditional, unknown and not-supported states are kept distinct so missing evidence is not treated as a negative fact.

Confidence

Confidence reflects the strength of the recorded evidence for this capability, not overall product quality.

Fit for your company

A product can strongly support this capability and still be a poor overall fit due to deployment, integrations, security, region, budget or other must-haves.

Independent software advice

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