This document discusses how organizations can leverage artificial intelligence (AI) effectively through experimentation. It recommends establishing a Center of Excellence for Experimentation (COE) to design, execute, and analyze AI experiments. The COE would measure the outputs and impact of AI programs, define best practices, and use an experimentation framework and maturity matrix to ensure the sustainable growth of experimentation. By taking a scientific approach of experimentation, organizations can better manage and measure AI applications to maximize their benefits.

1. Effective Artificial
Intelligence through
Experimentation
Vignesh
Optimisation
Consultant

2. VIGNESH
Agenda
● Why is AI the need of the hour?
● What can AI do for Us?
● How can we leverage AI
effectively?

3. Why is AI the
need of the hour?

4. But first what is AI? Lets begin with

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Intelligence is…
sense, reason, act and adapt

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and Artificial Intelligence is
when a
sense, reason, act and adapt
Program

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How does AI work?
Robust
datasets
Computer
science
+

8. Let’s get into it now…

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AI AI AI, what’s the
buzz?

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Application fields of AI
AI
Cyber
Security
Surveillanc
e
Health Care
Supply chains
Self driving
cars
Digital Twins

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The AI impact on our daily
lives

12. What can AI do for
Us?

13. What is the power of AI?
We can eat our cake and still
have it too!
VIGNESH

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Immediate application of AI @
work
Sophisticate
d Fraud
Detection
Personalisation
Engagement &
Nudge
management
Efficient
Cash Flow
Management

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Benefits of AI
Efficiency and productivity
gains
Better customer service
Improved speed of business
Improved monitoring
New capabilities and
business model
expansion
Better talent
management

16. How can we leverage
AI to its potential?

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Experiment For Effective AI
AI

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Experiment is
Scientific measurement

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Experiment helps with
Statistical
Controlled
environment
Eliminates bias

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Measure better Manage better
Scientific
measurement
Better Manage AI
application

21. But how do we ensure there is continuous experimentation

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Centre of Excellence for
Experimentation
(COE)

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COE is the bridge
AI
Artificial Intelligence Business Impact

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Key responsibilities of the COE
Design,
Execute, and
analyse
experiments
Measuring Output
& Program impact
Define Best
practices

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COE Operating model
Compan
y level
mindset
Strateg
y
Insights
method
s
Process
Knowledg
e
People
Tools

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3 Pillars of COE
Centre of Excellence

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Experimentation framework
Used to run experiments

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Experimentation Maturity
Matrix
To ensure sustainable growth of this
area.

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Monitoring & Communication
Shareable Dashboards & Newsletters

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Opportunity to become leaders
Innovators Laggards
Early
Majority
Early
Adaptor
s
Late
Majority

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The Time is Now
Get started now

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Thank You |
vigneshlchandra@gmail.com