Kathy Ball Manager EampP Advanced Analytics and Data Science Global AI Summit September 2017 The New Oil amp Gas World Quotes Innovation and Disruptive Technologies Disruption ID: 672487
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Rise of the Machines: Artificial Intelligence and Disruptive Technologies in the Workplace
Kathy Ball, Manager E&P Advanced Analytics and Data Science
Global AI Summit – September, 2017Slide2
The New Oil & Gas World - Quotes
Innovation and Disruptive Technologies“Disruption is a process, not an event, and innovations can only be disruptive relative to something else.
“ Clayton M. Christensen
The dirty little secret—the fact often denied—is that unlike the mythical epiphany, real creation is sloppy. Discovery is messy; exploration is dangerous. No one knows what he’s going to get when he’s being creative.
“
Scott
Berkun
2Slide3
Data Science at Devon?
Challenges and Technology Growing Rapidly3Slide4
Disruptive Technologies and Expectations
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Disruptive Technologies: Examples
Screen Out Detection ExampleSlide6
Disruptive Technologies: Block Chain
Areas Used
Why Big Business Is Racing to Build Blockchains
Robert Hackett
Aug 22, 2017
Even if the craze for Bitcoin and Ethereum abates, the power of the “blockchain” tech behind those currencies is very real. Here’s how businesses are trying to harness it—and why they can’t afford to ignore it
.
Forbes Magazine
Supply Chain
IIoT
IT
OthersSlide7
Disruptive Technologies:
Robotic Process Automation
Intelligent Automation
:
Accounting
Tax
Finance
Leases
Document Scanning
Field Document Capture/Text AnalyticsSlide8
Disruptive Technologies: Deep Learning
Advanced Artificial Intelligence
Drone Applications
Digital Signal Processing
Digital Oilfield / IIoT
Tensor Flow: Image RecognitionSlide9
Disruptive Technologies: Digital Oilfield
IIoT and Sites
Disrupting Devices:
Raspberry PI
Digital EHS equipment
Head’s Up Displays for Reservoirs
Disrupting Open Source Software:
Tensor Flow
Python
Viper
Data Platforms:
In-Memory
In-Database
In-Cluster
Cloud Interactions:
Public
Private
HybridSlide10
Key Learnings in our Journey
10
Lessons
Never about the technology – just an enabler
Technology
does not solve all of your problems
No solution replaces the need for subject matter experts
Innovation is a dirty business – prepare for the ride
Never stop innovating
Approach one domain at a time – but don’t lose sight of the Enterprise
Remember that it takes time to build trust – Don’t force automation before acceptanceSlide11
Key Learnings in our Journey
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