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This presentation, including any supporting materials, is owned by Gartner, Inc. and/or its affiliates and is for the sole use of the intended Gartner audience or other intended recipients. This presentation may contain
information that is confidential, proprietary or otherwise legally protected, and it may not be further copied, distributed or publicly displayed without the express written permission of Gartner, Inc. or its affiliates.
© 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
How to Use Algorithms to Scale
Digital Business
Chet Geschickter, Research Director
October 3, 2016
1 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
In 2020, Things Dominate!
The network of physical objects that
contain embedded technology to
sense or interact with their internal
state or external environment
 Gartner estimates more than
21 billion connected devices
by 2020.
 (Around 150 new devices
every second, 24/7!)
2 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
What Is Algorithmic Business?
A way to package and productize
intellectual property, knowledge and
insight in a reusable form.
Algorithms:
An encapsulated set of rules that act
on data to determine an outcome.
DATA ACTION
ALGORITHM
"Algorithmic business is the industrialized use of complex mathematical
algorithms pivotal to driving improved business decisions or process automation
for competitive differentiation"
Can be thought of as an
applet,,function or solution.
3 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Business Already Uses Algorithms Every Day …
4 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
What Is Changed?
The Internet of Things
creates a digital version
of physical world devices.
Digital business creates
new business designs
through merging the
physical with the digital.
Algorithmic business applies
the knowledge encapsulated
in algorithms — business gets
smarter and more powerful!
5 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Advanced analytics creates:
 Outputs that can be used to
optimize or improve outcomes
 Mathematical algorithms that generate
repeatable results
Algorithmic business adds:
 Speed — how quickly transactions
can be processed
 Scale — number of both simultaneous
and interrelated connections
Advanced Analytics Feeds Algorithmic Business
Output
CognitionAnalysis
Data Decision
Predictive
What will happen?
Diagnostic
Why did it happen?
Descriptive
What happened?
Action
Decision Automation
Decision Support
Prescriptive
What should I do?
6 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Digital Business Is Still Evolving
Autonomous Business: The optimization of business outcomes
through the inclusion of goal-seeking, self-learning artificial agents.
Web
2000
E-Business
2005
Digital
Business
2020
Digital
Marketing
2013
Autonomous
Business
Algorithms
Algorithmic
Business
Beyond
Smart
Machines
7 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.7 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
What’s Next? Things as Customers
Requests
Service
Receives
messages
Reports
Disputes
Makes its
own purchases
Negotiates for
the best deal
Executes
Directions
8 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.8 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Customers Will Also Be Autonomous
Fixed
Take action
on behalf of
parameters
set by
humans
Adaptable
Choose
among
multiple
options, with
outcomes set
by humans
Autonomous
Decide and
take action
independent
of humans
Basic Advanced
9 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Autonomous Business Will…
Abstract processes, programs, people and products/services into
algorithms that minimize human involvement… other than setting goals
and constraints.
 Drive new business disciplines, designs and models.
 Disrupt all industries and markets, customer relationships and economic
architectures, but at different rates.
10 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Constraints and Caveats
– Regulatory roadblocks
– Legal and intellectual property issues
– Employee resistance
– Developing talent for a data- and analytics-driven enterprise
– Customer backlash against poor "digital ethics"
– Algorithm "fragility," lack of data stewardship, poor execution
– Business cases to support investment
11 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Business Impacts and Actions
 The drive to algorithmic and autonomous business will be relentless;
Analytics Leaders must spearhead adoption of technology and
information tools.
 Digital leaders are accelerating entry into numerous industries;
business leaders must address the threats by embracing
"digital weaponry."
 Algorithmic business supports industrial automation and should upskill
jobs rather than eliminate them.
 Autonomous business and things as customers will catalyze
disruptions to economic architectures; Analytics Leaders must create
new capabilities within their organizations.
12 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.
Gartner delivers the technology-related insight necessary
for our clients to make the right decisions, every day.

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How to Use Algorithms to Scale Digital Business

  • 1. CONFIDENTIAL AND PROPRIETARY This presentation, including any supporting materials, is owned by Gartner, Inc. and/or its affiliates and is for the sole use of the intended Gartner audience or other intended recipients. This presentation may contain information that is confidential, proprietary or otherwise legally protected, and it may not be further copied, distributed or publicly displayed without the express written permission of Gartner, Inc. or its affiliates. © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. How to Use Algorithms to Scale Digital Business Chet Geschickter, Research Director October 3, 2016
  • 2. 1 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. In 2020, Things Dominate! The network of physical objects that contain embedded technology to sense or interact with their internal state or external environment  Gartner estimates more than 21 billion connected devices by 2020.  (Around 150 new devices every second, 24/7!)
  • 3. 2 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. What Is Algorithmic Business? A way to package and productize intellectual property, knowledge and insight in a reusable form. Algorithms: An encapsulated set of rules that act on data to determine an outcome. DATA ACTION ALGORITHM "Algorithmic business is the industrialized use of complex mathematical algorithms pivotal to driving improved business decisions or process automation for competitive differentiation" Can be thought of as an applet,,function or solution.
  • 4. 3 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Business Already Uses Algorithms Every Day …
  • 5. 4 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. What Is Changed? The Internet of Things creates a digital version of physical world devices. Digital business creates new business designs through merging the physical with the digital. Algorithmic business applies the knowledge encapsulated in algorithms — business gets smarter and more powerful!
  • 6. 5 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Advanced analytics creates:  Outputs that can be used to optimize or improve outcomes  Mathematical algorithms that generate repeatable results Algorithmic business adds:  Speed — how quickly transactions can be processed  Scale — number of both simultaneous and interrelated connections Advanced Analytics Feeds Algorithmic Business Output CognitionAnalysis Data Decision Predictive What will happen? Diagnostic Why did it happen? Descriptive What happened? Action Decision Automation Decision Support Prescriptive What should I do?
  • 7. 6 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Digital Business Is Still Evolving Autonomous Business: The optimization of business outcomes through the inclusion of goal-seeking, self-learning artificial agents. Web 2000 E-Business 2005 Digital Business 2020 Digital Marketing 2013 Autonomous Business Algorithms Algorithmic Business Beyond Smart Machines
  • 8. 7 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.7 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. What’s Next? Things as Customers Requests Service Receives messages Reports Disputes Makes its own purchases Negotiates for the best deal Executes Directions
  • 9. 8 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved.8 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Customers Will Also Be Autonomous Fixed Take action on behalf of parameters set by humans Adaptable Choose among multiple options, with outcomes set by humans Autonomous Decide and take action independent of humans Basic Advanced
  • 10. 9 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Autonomous Business Will… Abstract processes, programs, people and products/services into algorithms that minimize human involvement… other than setting goals and constraints.  Drive new business disciplines, designs and models.  Disrupt all industries and markets, customer relationships and economic architectures, but at different rates.
  • 11. 10 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Constraints and Caveats – Regulatory roadblocks – Legal and intellectual property issues – Employee resistance – Developing talent for a data- and analytics-driven enterprise – Customer backlash against poor "digital ethics" – Algorithm "fragility," lack of data stewardship, poor execution – Business cases to support investment
  • 12. 11 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Business Impacts and Actions  The drive to algorithmic and autonomous business will be relentless; Analytics Leaders must spearhead adoption of technology and information tools.  Digital leaders are accelerating entry into numerous industries; business leaders must address the threats by embracing "digital weaponry."  Algorithmic business supports industrial automation and should upskill jobs rather than eliminate them.  Autonomous business and things as customers will catalyze disruptions to economic architectures; Analytics Leaders must create new capabilities within their organizations.
  • 13. 12 © 2016 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner delivers the technology-related insight necessary for our clients to make the right decisions, every day.