Rise of the Machines Artificial Intelligence and Disruptive

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 NYSE: DVN devonenergy. com

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 2

Data Science at Devon? Challenges and Technology Growing Rapidly 3

Disruptive Technologies and Expectations 4

Disruptive Technologies: Examples Screen Out Detection Example

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 Ø Ø Supply Chain IIo. T IT Others

Disruptive Technologies: Robotic Process Automation Intelligent Automation: Ø Accounting Ø Tax Ø Finance Ø Leases Ø Document Scanning Ø Field Document Capture/Text Analytics

Disruptive Technologies: Deep Learning Advanced Artificial Intelligence Drone Applications Digital Signal Processing Digital Oilfield / IIo. T Tensor Flow: Image Recognition

Disruptive Technologies: Digital Oilfield IIo. T and Sites Disrupting Devices: Ø Raspberry PI Ø Digital EHS equipment Ø Head’s Up Displays for Reservoirs Disrupting Open Source Software: Ø Tensor Flow Ø Python Ø Viper Data Platforms: Ø In-Memory Ø In-Database Ø In-Cluster Cloud Interactions: Ø Public Ø Private Ø Hybrid

Key Learnings in our Journey 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 10

Key Learnings in our Journey 11

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