Process Twins

Simulating tomorrow’s needs for operational breakthroughs

We help you drive performance, optimization, and control by predicting needs and testing operational changes with data-driven accuracy through process digital twins. We bring confidence to your operations with AI and ML-enabled virtualized processes, crafted to help you plan for impact way ahead of time.

Concept Architecture

Production Digital TwinSimulated TelemetryHistorical DataStandard or Stystem Specific DataTransactionsReferenceWhat-If SimulationsTranslation + Integration GlueAnalytic ReportsAI Training + Model SelectionAI/MLPredictionsProcess ModelsDecision RulesData ModelsReusable Meta ModelsDevOpsExternal ServicesExisting SystemsHuman-in-the-MiddleRule Based DecisionsStandard or VendorSpecific DataDevOpsOrchestrationLayerTelemetryTransformed ModelsTransformed ModelsTransformed DataTransformed Data
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The journey starts with meta models for processes, decisions, and data for abstracted business flows, re-useable across use cases with similar patterns.

Translation and Integration Glue enables interoperability across vendor platforms and legacy systems by translating between standard representations and vendor/system-specific representations of processes, decisions, and data.

This engine helps deploy and execute models as production workflows, executing decision services, and assigning users tasks as specified in models.

Orchestration also interacts with external services and existing systems via APIs specified in the model and using data translation provided by the T&I glue.

Orchestration also interacts with AI/ML services via APIs specified in the model and using data translation provided by the T&I glue.

Increased process and decision instrumentation enable more incisive analytical reports and improve AI training and model selection over time.

Giving managers additional insights, simulations can be run with existing or modified processes and decision models under varying scenarios to add features to composite models like resource levels, distribution of process durations and more.

Real-world data and dynamic twin-based simulations increase the agility of core processes, generating immediate returns.


See how other industry leaders are optimizing for profit and efficiency simultaneously with real-world data and dynamic twin-based simulations.

Removing operational bottlenecks
for a lifesciences leader

Lifesciences Company

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