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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. The New Oil & Gas World - Quotes . Innovation and Disruptive Technologies. “Disruption .

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Rise of the Machines: Artificial Intelligence and Disruptive Technologies in the Workplace






Presentation on theme: "Rise of the Machines: Artificial Intelligence and Disruptive Technologies in the Workplace"— Presentation transcript:

Slide1

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

4Slide5

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

11Slide12