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Near-Term Trends and ROI of AI
by Daniel Faggella
CEO, Emerj Artificial Intelligence Research
Presentation Preview
● What Emerj Does
● The Impending AI Transformation
● AI as a Competitive Advantage
● The Right and Wrong Ways to Get Started
● Next Steps for Business Leaders
emerj.com
Key Takeaways
1. The competitive advantage that ANY firm
can develop today (even before you
adopt AI)
2. Four steps to get started with AI the right
way
emerj.com
At Emerj, we have a singular focus:
Mapping the applications of AI to help
leaders execute on winning AI strategies.
Global organizations trust us to support their AI
goals and strategies with critical data and insight
(World Bank, global healthcare firms, etc).
Presenting our AI Research at
United Nations HQ, NYC
Emerj Artificial Intelligence Research
emerj.com @danfaggella
Emerj Research Services
emerj.com @danfaggella
AI Opportunity
emerj.com @danfaggella
Impact
Emerj:
Our hundreds of AI expert interviewees differ in their opinions on many
topics, but they unanimously agree that the workflows, processes, and ways
of servicing customers will change in every industry.
PwC:
AI could contribute up to $15.7 trillion to the global economy in 2030.
emerj.com
Impact
The State of AI in Business
Appearance:
Everyone is doing it
It’s transforming all
industries already
Just add data scientists or
an AI vendor and get
results
Reality:
Everyone is talking about it
It’s bumbling to find a fit in
the enterprise
Many internal changes in
the enterprise are required
before any results are
possible
emerj.com
State of AI in Business
Of “AI companies” even
have requisite AI talent on
their teams.
⅓ ⅓
Of AI companies with
talent have any kind of
meaningful adoption.
Challenges
1. AI is Not IT
● Iteration required
● Data access
required
● Cross-functional
teams
A change in culture,
workflows, and teams
is necessary to enable
it.
2. AI Ignorance
● What does AI do?
● How does AI
work?
● Where could I
apply it?
● etc...
3. Nascent Use-Cases
AI is experimental by
nature, and the current
use-cases for
enterprise are new.
When startups stay
afloat from revenue,
not VC money there will
be more tried and true
use-cases.
emerj.com
AI as a Competitive Advantage
emerj.com @danfaggella
1 - Critical Capabilities
Is Not:
Chatbots
“Cognitive RPA”
ANY individual AI
application
Is:
Skills
Culture
Knowledge
The “Critical Capabilities”
that allow us to leverage AI
into the future
emerj.com
1 - Critical Capabilities
Data Infrastructure
Cross-Functional AI
Teams
Contextual AI Knowledge
(Leadership)
Data Science Talent
More...emerj.com
2 - Data Dominance
● Collect a lot of data with a product or process
(sometimes at a loss to start)
● Use that data to create a better product or process
● Scale that product or process to more
users/customers because it is better
● New users provide more data
● Repeat until nobody can catch up
2 - Data Dominance
HVAC Company Recreational Boating
Insurance
emerj.com
Getting Started with AI
emerj.com @danfaggella
Getting Started
Don’t:
Believe and follow what
you read in press releases.
Ask “where can we use AI”
and engage in “toy”
applications.
Believe most AI ROI to be
short-term and
measurable.
Do:
Expect adoption to be
challenging.
Expect advantage from
long-term capability
building, not any one
solution.
Ensure the AI savviness of
your leadership team.
emerj.com
(Claimed AI initiatives of top banks)
emerj.com
Adopt or Wait?
Next Steps for Business Leaders
emerj.com @danfaggella
Next Steps
1. Educate Your Leadership:
(a) What AI can do broadly
(b) Use-cases in your sector and adjacent sectors.
(c) Realistic requirements of adoption
2. Talk to and Study Adopters: This could be done online, at events, etc.
3. Inform Your Plans: With consultants, data scientists, stakeholders.
4. Decide on Next Steps:
(a) Talent
(b) Initiatives
Contact:
research@emerj.com
Download:
emerj.com/3-ways
INTERPOL World 2019 Emerj
That’s All, Folks

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Critical Lessons for Near-Term AI ROI

  • 1. Near-Term Trends and ROI of AI by Daniel Faggella CEO, Emerj Artificial Intelligence Research
  • 2. Presentation Preview ● What Emerj Does ● The Impending AI Transformation ● AI as a Competitive Advantage ● The Right and Wrong Ways to Get Started ● Next Steps for Business Leaders emerj.com
  • 3. Key Takeaways 1. The competitive advantage that ANY firm can develop today (even before you adopt AI) 2. Four steps to get started with AI the right way emerj.com
  • 4. At Emerj, we have a singular focus: Mapping the applications of AI to help leaders execute on winning AI strategies. Global organizations trust us to support their AI goals and strategies with critical data and insight (World Bank, global healthcare firms, etc). Presenting our AI Research at United Nations HQ, NYC Emerj Artificial Intelligence Research
  • 8. Impact Emerj: Our hundreds of AI expert interviewees differ in their opinions on many topics, but they unanimously agree that the workflows, processes, and ways of servicing customers will change in every industry. PwC: AI could contribute up to $15.7 trillion to the global economy in 2030. emerj.com
  • 10. The State of AI in Business Appearance: Everyone is doing it It’s transforming all industries already Just add data scientists or an AI vendor and get results Reality: Everyone is talking about it It’s bumbling to find a fit in the enterprise Many internal changes in the enterprise are required before any results are possible emerj.com
  • 11. State of AI in Business Of “AI companies” even have requisite AI talent on their teams. ⅓ ⅓ Of AI companies with talent have any kind of meaningful adoption.
  • 12. Challenges 1. AI is Not IT ● Iteration required ● Data access required ● Cross-functional teams A change in culture, workflows, and teams is necessary to enable it. 2. AI Ignorance ● What does AI do? ● How does AI work? ● Where could I apply it? ● etc... 3. Nascent Use-Cases AI is experimental by nature, and the current use-cases for enterprise are new. When startups stay afloat from revenue, not VC money there will be more tried and true use-cases. emerj.com
  • 13. AI as a Competitive Advantage emerj.com @danfaggella
  • 14. 1 - Critical Capabilities Is Not: Chatbots “Cognitive RPA” ANY individual AI application Is: Skills Culture Knowledge The “Critical Capabilities” that allow us to leverage AI into the future emerj.com
  • 15. 1 - Critical Capabilities Data Infrastructure Cross-Functional AI Teams Contextual AI Knowledge (Leadership) Data Science Talent More...emerj.com
  • 16. 2 - Data Dominance ● Collect a lot of data with a product or process (sometimes at a loss to start) ● Use that data to create a better product or process ● Scale that product or process to more users/customers because it is better ● New users provide more data ● Repeat until nobody can catch up
  • 17. 2 - Data Dominance HVAC Company Recreational Boating Insurance emerj.com
  • 18. Getting Started with AI emerj.com @danfaggella
  • 19. Getting Started Don’t: Believe and follow what you read in press releases. Ask “where can we use AI” and engage in “toy” applications. Believe most AI ROI to be short-term and measurable. Do: Expect adoption to be challenging. Expect advantage from long-term capability building, not any one solution. Ensure the AI savviness of your leadership team. emerj.com
  • 20. (Claimed AI initiatives of top banks) emerj.com
  • 22. Next Steps for Business Leaders emerj.com @danfaggella
  • 23. Next Steps 1. Educate Your Leadership: (a) What AI can do broadly (b) Use-cases in your sector and adjacent sectors. (c) Realistic requirements of adoption 2. Talk to and Study Adopters: This could be done online, at events, etc. 3. Inform Your Plans: With consultants, data scientists, stakeholders. 4. Decide on Next Steps: (a) Talent (b) Initiatives