at-a-glance about clockwork why predictive · 2018-01-12 · and harmonize your data before...

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805 Las Cimas Parkway, Building III, Suite 100 Austin, Texas, 78746 • 512-338-1945 clockwork-solutions.com COPYRIGHT 2018 CONNECTING LIFE CYCLE ANALYTICS WITH PLANNING AND OPERATIONS Clockwork Studio Asset managers have never had as much access to as much data on their mis- sion-critical assets, maintenance infrastructure and parts supply chain. Yet, in spite of the abundance of data within an organization, most asset managers still face the fundamental challenge of limited information and insights. This limits their ability to develop accurate maintenance forecasts or to prove out high-ROI decisions with quantifiable risk. With Clockwork’s Lifecycle Analytics Suite of products, organizations can gain a com- petitive advantage by using Predictive Maintenance to develop accurate maintenance and parts forecasts as well as develop long-term strategic asset lifecycle analytics. High-fidelity forecasts and planning are enabled with a Predictive Twin model of the asset that represents the entirety of the assets and, optionally, maintenance infra- structure. Clockwork Solutions Studio provides the bridge between the Predictive Twin model for Lifecycle Analytics and your organization’s back-office planning and operations systems. Unlocking the value in your data Clockwork Studio is a robust, scalable platform that processes, transforms, and distributes data. Using Studio, organiza- tions can easily consolidate data from various back-end systems to create and refresh the Predictive Twin models that drive Demand Matrix and Plan Matrix. Studio can also be used to update back-end systems with Demand Matrix and Plan Matrix outputs. More than an ETL tool, Studio can handle complex integrations and workflows across multiple data sources, as well as apply built-in advanced analytics techniques like Machine Learning and Natural Language Processing. Studio helps clean and harmonize your data before integrating with the Predictive Twin mod- el, providing highly reliable insights into your assets. Rich visualization tools and flexible dashboards go a step further in providing new ways to look at and report on your cleaned, harmonized and combined data. Studio’s open interface and robust analytics also provide a platform to ex- tend the capabilities of Demand Matrix and Plan Matrix for custom analyt- ics, including Condition-Based Maintenance, IIoT-Based Prognostics, and other custom studies. AT-A-GLANCE • Data aggregation and cleansing • Powerful integration • Dashboards and visualization • Advanced scalability ABOUT CLOCKWORK • 25+ years of experience • Flexible modeling to support a variety of organizations & indus- tries WHY PREDICTIVE MAINTENANCE? Predictive maintenance could reduce maintenance costs 10-40%, reduce downtime by 50%, and lower equip- ment and capital investment by 3- 5% by extending machine life.” - MicKinsey & Microsoft

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Page 1: AT-A-GLANCE ABOUT CLOCKWORK WHY PREDICTIVE · 2018-01-12 · and harmonize your data before integrating with the Predictive Twin mod-el, providing highly reliable insights into your

805 Las Cimas Parkway, Building III, Suite 100Austin, Texas, 78746 • 512-338-1945clockwork-solutions.comCOPYRIGHT 2018

CONNECTING LIFE CYCLE ANALYTICS WITH PLANNING AND OPERATIONS

Clockwork Studio

Asset managers have never had as much access to as much data on their mis-sion-critical assets, maintenance infrastructure and parts supply chain. Yet, in spite of the abundance of data within an organization, most asset managers still face the fundamental challenge of limited information and insights. This limits their ability to develop accurate maintenance forecasts or to prove out high-ROI decisions with quantifiable risk.

With Clockwork’s Lifecycle Analytics Suite of products, organizations can gain a com-petitive advantage by using Predictive Maintenance to develop accurate maintenance and parts forecasts as well as develop long-term strategic asset lifecycle analytics. High-fidelity forecasts and planning are enabled with a Predictive Twin model of the asset that represents the entirety of the assets and, optionally, maintenance infra-structure.

Clockwork Solutions Studio provides the bridge between the Predictive Twin model for Lifecycle Analytics and your organization’s back-office planning and operations systems.

Unlocking the value in your dataClockwork Studio is a robust, scalable platform that processes, transforms, and distributes data. Using Studio, organiza-tions can easily consolidate data from various back-end systems to create and refresh the Predictive Twin models that drive Demand Matrix and Plan Matrix. Studio can also be used to update back-end systems with Demand Matrix and Plan Matrix outputs.

More than an ETL tool, Studio can handle complex integrations and workflows across multiple data sources, as well as apply built-in advanced analytics techniques like Machine Learning and Natural Language Processing. Studio helps clean and harmonize your data before integrating with the Predictive Twin mod-el, providing highly reliable insights into your assets. Rich visualization tools and flexible dashboards go a step further in providing new ways to look at and report on your cleaned, harmonized and combined data.

Studio’s open interface and robust analytics also provide a platform to ex-tend the capabilities of Demand Matrix and Plan Matrix for custom analyt-ics, including Condition-Based Maintenance, IIoT-Based Prognostics, and other custom studies.

AT-A-GLANCE• Data aggregation and cleansing• Powerful integration• Dashboards and visualization• Advanced scalability

ABOUT CLOCKWORK• 25+ years of experience• Flexible modeling to support a

variety of organizations & indus-tries

WHY PREDICTIVE MAINTENANCE?Predictive maintenance could reduce maintenance costs 10-40%, reduce downtime by 50%, and lower equip-ment and capital investment by 3- 5% by extending machine life.”

- MicKinsey & Microsoft

Page 2: AT-A-GLANCE ABOUT CLOCKWORK WHY PREDICTIVE · 2018-01-12 · and harmonize your data before integrating with the Predictive Twin mod-el, providing highly reliable insights into your

805 Las Cimas Parkway, Building III, Suite 100Austin, Texas, 78746 • 512-338-1945clockwork-solutions.comCOPYRIGHT 2018

CONNECTING LIFE CYCLE ANALYTICS WITH PLANNING AND OPERATIONS

Clockwork Studio

For more information, email us at info@clockwork-solutions or visit us at clockwork-solutions.com

Advanced analytics for real-world business problemsClockwork Solutions is a global leader in advanced predictive analytics solutions for strate-gic, high-value fleets and assets. We focus on holistic life cycle analytics to guide planning and operations with Clockwork Studio. Our life cycle analytics suite is purpose-built from the ground up to guide maintenance expectations, infrastructure optimization and long-term planning – all with the support of verifiable, integrated data.

HIGHLY-ACCURATE, PROVEN RESULTS• 25+ years of experience in statistical predictive analytics and simulation• Flexible modeling to support a wide range of assets and organizations• Proven cost reduction in asset and spares spending

ENTERPRISE GRADE SOLUTIONS• Integrates with current processes and software• Ability to accept large input data volumes• Web-based interfaces for predictive twin forecasting• Threshold alerts to highlight forecasted trouble spots• Historical data view to provides unique insights into existing operations

WHY STUDIO?• Data aggregation and cleansing• Integration of up-to-date data• Visualization tools and dashboards• Scalability

Clockwork Solution Lifecycle Analytics DEMAND MATRIXHigh accuracy maintenance and spare parts forecasting

PLAN MATRIXPredictive simulations for optimizing maintenance infrastructure

STUDIOData preparation, analysis, and integration

DISCRETE EVENT SIMULATIONSimulation engine

Asset ModelsMetric Aggreggation

INTERACTIVE SCENARIO EDITORS

“What if” toolsOptimization

EXTENSIVE REPORTING

Problem identification

Predictive metrics

DATA MANAGEMENT

Database accessFlat file

Streaming data

ADVANCED ANALYTICS LIBRARIES

Machine learningNeural networksNLP and more

SYSTEM INTEGRATION

Integration APIsAutomated model

building

Clockwork Advanced Analytics Platform