Epic EMR - Root Cause Fault Detection in complex Healthcare Records systems

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AI4CLOUD ARTIFICIAL INTELLIGENCE FOR PUBLIC, PRIVATE & HYBRID CLOUDS ENTERPRISE INFRASTRUCTURE MONITORING

Transcript of Epic EMR - Root Cause Fault Detection in complex Healthcare Records systems

Page 1: Epic EMR - Root Cause Fault Detection in complex Healthcare Records systems

AI4CLOUDARTIFICIAL INTELLIGENCE FOR PUBLIC, PRIVATE & HYBRID CLOUDS

ENTERPRISE INFRASTRUCTURE MONITORING

Page 2: Epic EMR - Root Cause Fault Detection in complex Healthcare Records systems

AI4CloudHealthcare EMR Challenges• EMR systems are composed of very

large, very complex, highly integrated components.

• High degree of real-time mission critical activities heavily dependent on it staff.

• Outages literally put lives at risk.

• Broadly dispersed and highly diverse user community

• Multiple types of sophisticated users  (clinicians, doctors, surgeons, governance, finance)

• Functions are spread across different departments with different requirements and multiple record types.

• Legacy systems are often intertwined with brand new state of art storage subsystems and applications.

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AI4CloudHealthcare EMR Challenges• EMR systems are

composed of very large, very complex, highly integrated components.

• While the Application architecture may look like this………….

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AI4CloudHealthcare EMR Challenges• ….The IT infrastructure to support it

looks more like this.

• The biggest challenge in Healthcare IT Management today is correlating Application health with specific infrastructure conditions.

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AI4CloudSolving The Healthcare EMR Challenge

• Increasing complexity demands a new approach

• The same broad category of Artificial Intelligence solving current medical challenges can be leveraged to address today’s IT challenges!

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AI4CloudNarrow AI for IT Management• BUSINESS IMPACT

AVOIDANCE• Automatically identify resiliency

and performance issues before they affect business service.

• MAINTAIN SLA’S • Automate excellent SLA

compliance.

• AUTOMATE WAR ROOM STYLE RESOLUTIONS• Automate cross-team

collaboration in real time.

• REDUCE REDUNDANT LABOR COSTS• Eliminate reactive team-based

troubleshooting.

• FREE STAFF AUGMENTATION• Use built in automated human

intelligence to cover gaps in skillsets.

• Virtualization, routing, switching, firewalls, storage, etc.

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AI4CloudAI FOUNDATION• INDUSTRY LEADING ARTIFICIAL

INTELLIGENCE

• ELIMINATES TROUBLESHOOTING FOR COMMON PROBLEMS

• AUTOMATED HUMAN EXPERTISE

• DYNAMIC LEARNING

• HUMAN EXPERTISE AT COMPUTER SCALE & SPEED

• FOUNDATION FOR COALESCING ELEMENT MANAGERS

• END TO END CORRELATION

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AI4CloudArtificial Intelligence For:• Private And Hybrid Clouds• Business Impact Avoidance• Docker Containers• NSX/NFV• Hyperconverged Infrastructures• Application Services• Load balancers, Webservers,

Databases, Etc.• Multi-vendor Storage Platforms• Clusters - VMware, Microsoft, Veritas• Virtualization – Server, Network &

Storage

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AI4CloudTOPOLOGY EMBEDDED AI• Business Impact Modeling

• In this diagram we present a simple outline of a Radiology Department that depends on multiple Applications.

• Automated Intelligence• All of the infrastructure Elements in complex

dynamic Healthcare infrastructures are Discovered, Modeled and Analyzed Automatically.

• Dynamic Learning• The Topology automatically stays in Sync with

dynamic changes across the entire Enterprise

• Easy-to-implement Business Impact• Simply connect Business Objects directly to

Applications• The software understands all subtending

dependencies

• Powerful Visualization Technology• Views are automatically scoped to render directly

connected objects• Hides the complexity of the underying or

overlying objects.• Eliminates the “Ball of String” view problems

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AI4CloudAutomated Intelligence• In this example we show that

there are a variety of conditions in the Data Center infrastructure hosting the Radiology Department.

• As you will see in the upcoming demo slide, only one condition needs immediate attention in order to restore resiliency to Radiology Business Services.

• Thanks to Business Impact, all stakeholders know in real-time exactly what the problem is.

• What’s more important is they know how they are impacted.

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AI4CloudPowerful Visualization Technology• Views are

automatically scoped to render directly connected objects

• Smart Visualization hides the complexity of underlying objects.

• Eliminates the “Ball of String” view problems inherent in other Management Applications

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EMBEDDEDHUMAN INTELLIGENCE• BUSINESS IMPACT AVOIDANCE

• Radiology has a service “AtRisk”• In this example it is due to reduced

redundancy in the Isilon Image service

• EMBEDDED INTELLIGENCE• Using built-in automated human

intelligence, the software identifies the impact and separates the problem from the symptoms automatically.

• It then routes Relevant information to the appropriate stakeholders without any need for manual “problem routing” rules.

• AUTOMATE WAR ROOM STYLE RESOLUTIONS• Automate cross-team collaboration in

real time.• The Radiology team immediately knows

the Radiology Service status and who owns the problem.

• REDUCE REDUNDANT LABOR COSTS• The Web Admin knows immediately

who his HTTPService outage affects and how it does or does not impact the business.

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AI4CLOUD

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