Rise of the Machines: Artificial Intelligence and Disruptive Technologies in the Workplace
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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, 2017
Slide2The 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
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Slide3Data Science at Devon?
Challenges and Technology Growing Rapidly3
Slide4Disruptive Technologies and Expectations
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Slide5Disruptive Technologies: Examples
Screen Out Detection Example
Slide6Disruptive 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
Others
Slide7Disruptive Technologies:
Robotic Process Automation
Intelligent Automation
:
Accounting
Tax
Finance
Leases
Document Scanning
Field Document Capture/Text Analytics
Slide8Disruptive Technologies: Deep Learning
Advanced Artificial Intelligence
Drone Applications
Digital Signal Processing
Digital Oilfield / IIoT
Tensor Flow: Image Recognition
Slide9Disruptive 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
Hybrid
Slide10Key Learnings in our Journey
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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 acceptance
Slide11Key Learnings in our Journey
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Rise of the Machines: Artificial Intelligence and Disruptive Technologies in the Workplace
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