SlideShare a Scribd company logo
How To Identify
The Best AI Opportunities
For Your Business
- In 2 Simple Steps
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Title
Text
IntroductionIntroduction
Artificial Intelligence (AI) is the biggest and most transformative technology trend of our
time. Every business, big or small, will have to consider the impact of AI on their
organization. Here we look at how you do this in practice.
No organization can afford to sit back and ignore the potential of AI. Yet, rushing to
adopt AI just because the technology exists can be just as damaging to a business. To
fully realize the potential of AI – indeed, any new technology – you need to approach it
with a clear business goal or need in mind. In other words, you need to identify and
narrow down to the most valuable AI opportunities for your business (which means your
approach could be quite different from that of your competitors).
How To Identify The Best AI Opportunities For
Your Business – In 2 Simple Steps
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Title
Text
IntroductionIntroduction
When I work with organizations to develop their AI strategy, we break the process down
into two fundamental steps:
1. First, you need to identify the potential applications (use cases) of AI in your
business.
2. Then you can begin to whittle those potential use cases down to just a few top
priorities.
Let’s explore each step in a little more detail.
How To Identify The Best AI Opportunities For
Your Business – In 2 Simple Steps
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
Linking your AI strategy to your business strategy is the best way to ensure AI delivers
maximum value for the business. Therefore, this first step involves looking at what your
business is trying to achieve, and what unique challenges your business is facing, and then
identifying potential solutions through AI. What you’ll end up with is a list of potential AI
projects or use cases. An AI consultant can help you with this process.
Don’t limit yourself to a small number of use cases at this stage, as you’ll be narrowing
down your options in the second step. For now, your goal is to explore the many ways in
which AI could help your organization achieve its key strategic goals. This might include:
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
 Making your products more intelligent
 Developing more intelligent services
 Building a deeper understanding of customers
 Making business processes more intelligent
 Automating core business functions
 Automating time-consuming, repetitive or mundane tasks
Having pinpointed some potential uses in your business, you can now begin to flesh them
out in more detail. Consider the following factors for each potential use case (this ensures
you’re approaching each use in the same structured, thorough way):
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
 Making your products more intelligent
 Developing more intelligent services
 Building a deeper understanding of customers
 Making business processes more intelligent
 Automating core business functions
 Automating time-consuming, repetitive or mundane tasks
Having pinpointed some potential uses in your business, you can now begin to flesh them
out in more detail. Consider the following factors for each potential use case (this ensures
you’re approaching each use in the same structured, thorough way):
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
1. Link to strategic goal. Because it’s so easy to get caught up in all the incredible
things AI can do, it’s vital you can link each use case to a strategic business goal. If a
potential use of AI doesn’t link to your overarching business strategy, I’d question
whether it’s really worth the expense and disruption. So ask yourself, “How would this
use of AI help the business achieve its objectives, grow and prosper?”
2. AI objective. Here, you can define your AI-related goal in more detail. What,
specifically, are you hoping to achieve through this use of AI? For example, you may
be looking to solve a particular business-critical problem, reduce employee turnover,
improve health and safety, etc.
3. Measures of success (KPIs). This section answers the question, “What does success
look like for this AI project, and how will we measure success?” Therefore, identify
which business metrics/KPIs you could use to track progress against your AI objective.
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
6. Use case owner. Who in the business would be responsible for this AI use case and
assume overall ownership of the project?
4. AI approach and data required. Which AI approach (for example, machine learning,
deep learning, computer vision) is required to achieve your AI objective, and what sort
of data do you need? Again, you may need to enlist the help of a data/AI consultant
throughout this process, if you don’t have AI capabilities in house.
6. Ethical and legal issues. Here, you’ll need to consider the potential legal implications
of your AI use case (including consent and data privacy), as well as the ethical
implications.
7. Technology and infrastructure. It's very likely each use case will require some
technology and infrastructure changes. Here, you consider what systems, software,
and hardware you might need to achieve your AI objective.
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
8. Skills and capacity. Here, consider the skills gaps that might prevent you from
achieving your AI objective – and how you will close those gaps. This may involve
training staff, hiring new talent or partnering with external providers.
9. Implementation. This is where you set out the potential implementation challenges
and roadblocks that you’ll need to overcome if your AI objective is to become reality.
10. Change management. This is normally lumped in with implementation, but I tend to
separate it out to emphasize how vital it is to manage AI-related changes carefully –
after all, AI may lead to big changes in how your business operates. For example, if
you’re automating or streamlining processes, this may impact the work of your
employees, so how will you manage this while promoting a positive AI culture?
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 1. Identifying your AI use cases
I like to use a formal template to help capture all these details, but you can do this
however you like. Having evaluated each use case in detail, you’re now ready to narrow
down your options. Which brings me to…
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 2. Working out your AI priorities
You may have identified as many as 10 or 15 use cases in the previous phase, but trying to
embark on too many AI projects at once can spell disaster. That’s why you now need to
rank your use cases in order of their strategic importance to the business.
Your goal here is to arrive at:
 Your top one, two or three key strategic use cases. These are your absolute top AI
priorities for now – the AI use cases that represent the biggest opportunities for your
business, or will help solve your biggest business challenges. If you’re a smaller
business, you may only want to focus on one key AI priority at a time. For a bigger
business, two or three should be doable. But don’t be tempted to prioritize more than
three.
 One or two AI “quick wins”. From your use cases, it often helps to identify one or
two short-term, smaller AI projects that are relatively quick, easy, and inexpensive to
implement. Identifying these quick wins will help you demonstrate the value of AI, win
people over, and sow the seeds for your bigger AI projects.
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Step 2. Working out your AI priorities
As for those use cases that don't make the cut for now, don't discard them completely. As
you achieve one AI project, you may find you have capacity to move onto another use
case – or it may be that your overall strategic priorities shift, which means AI use cases
that were identified some time ago are no longer relevant. I, therefore, recommend you
repeat this process of identifying and prioritizing AI use cases at least once a year, or every
time you review your overarching business strategy.
AI is going to impact businesses of all shapes and sizes, across all industries. Discover how
to prepare your organization for an AI-driven world in my new book, The Intelligence
Revolution: Transforming Your Business With AI.
Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a
strategic business & technology advisor to governments and companies. He helps
organisations improve their business performance, use data more intelligently, and
understand the implications of new technologies such as artificial intelligence, big data,
blockchains, and the Internet of Things.
LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent
contributor to the World Economic Forum and writes a regular column for Forbes. Every day
Bernard actively engages his 1.5 million social media followers and shares content that
reaches millions of readers.
Visit The
Website
© 2020 Bernard Marr , Bernard Marr & Co. All rights reserved© 2017 Bernard Marr , Bernard Marr & Co. All rights reserved
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a
strategic business & technology advisor to governments and companies. He helps
organisations improve their business performance, use data more intelligently, and
understand the implications of new technologies such as artificial intelligence, big data,
blockchains, and the Internet of Things.
LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent
contributor to the World Economic Forum and writes a regular column for Forbes. Every day
Bernard actively engages his 1.5 million social media followers and shares content that
reaches millions of readers.
Visit The
Website
Title
Subtitle
Be the FIRST to receive news,
articles, insights and event
updates from Bernard Marr & Co
straight to your inbox.
Signing up is EASY! Simply fill out
the online form and we’ll be in
touch!
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
BernardMarr
hello@bernardmarr.com
www.bernardmarr.com

More Related Content

What's hot

Automotive Technology Vision 2019
Automotive Technology Vision 2019Automotive Technology Vision 2019
Automotive Technology Vision 2019
accenture
 
Product Management for AI
Product Management for AIProduct Management for AI
Product Management for AI
Peter Skomoroch
 
The Creative Ai storm
The Creative Ai stormThe Creative Ai storm
The Creative Ai storm
Leandro Righini
 
The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...
The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...
The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...
Bernard Marr
 
AI in IoT: Use Cases and Challenges
AI in IoT: Use Cases and ChallengesAI in IoT: Use Cases and Challenges
AI in IoT: Use Cases and Challenges
Dmitry Petukhov
 
Infographic. Artificial Intelligence in Education
Infographic. Artificial Intelligence in EducationInfographic. Artificial Intelligence in Education
Infographic. Artificial Intelligence in Education
InData Labs
 
Stanford AI Report 2023
Stanford AI Report 2023Stanford AI Report 2023
Stanford AI Report 2023
Kapil Khandelwal (KK)
 
Nasscom AI top 50 use cases
Nasscom AI top 50 use casesNasscom AI top 50 use cases
Nasscom AI top 50 use cases
ADDI AI 2050
 
Digital Transformation ROI Survey From Wipro Digital
Digital Transformation ROI Survey From Wipro DigitalDigital Transformation ROI Survey From Wipro Digital
Digital Transformation ROI Survey From Wipro Digital
Wipro Digital
 
TheAppLabb Corporate Profile
TheAppLabb Corporate ProfileTheAppLabb Corporate Profile
TheAppLabb Corporate Profile
TheAppLabb
 
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Edureka!
 
Tech Vision 2021: The Analytics Angle with SAS | Overview
Tech Vision 2021: The Analytics Angle with SAS | OverviewTech Vision 2021: The Analytics Angle with SAS | Overview
Tech Vision 2021: The Analytics Angle with SAS | Overview
accenture
 
Artificial Intelligence in the Financial Industries
Artificial Intelligence in the Financial IndustriesArtificial Intelligence in the Financial Industries
Artificial Intelligence in the Financial Industries
Gerardo Salandra
 
Generative AI at the edge.pdf
Generative AI at the edge.pdfGenerative AI at the edge.pdf
Generative AI at the edge.pdf
Qualcomm Research
 
Future of controls: risks, realities, and next-generation trends
Future of controls: risks, realities, and next-generation trendsFuture of controls: risks, realities, and next-generation trends
Future of controls: risks, realities, and next-generation trends
Deloitte United States
 
What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...
What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...
What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...
Edureka!
 
Data science Big Data
Data science Big DataData science Big Data
Data science Big Data
sreekanthricky
 
Technology Trends To Use In 2023
Technology Trends To Use In 2023Technology Trends To Use In 2023
Technology Trends To Use In 2023
Edology
 
Digital Twin Metaverse Enterprise
Digital Twin Metaverse EnterpriseDigital Twin Metaverse Enterprise
Digital Twin Metaverse Enterprise
Alex G. Lee, Ph.D. Esq. CLP
 
Extreme Automation: The Emergence of RPA and AI for Treasury
Extreme Automation: The Emergence of RPA and AI for TreasuryExtreme Automation: The Emergence of RPA and AI for Treasury
Extreme Automation: The Emergence of RPA and AI for Treasury
Kyriba Corporation
 

What's hot (20)

Automotive Technology Vision 2019
Automotive Technology Vision 2019Automotive Technology Vision 2019
Automotive Technology Vision 2019
 
Product Management for AI
Product Management for AIProduct Management for AI
Product Management for AI
 
The Creative Ai storm
The Creative Ai stormThe Creative Ai storm
The Creative Ai storm
 
The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...
The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...
The Amazing Ways John Deere Uses Artificial Intelligence And Machine Vision T...
 
AI in IoT: Use Cases and Challenges
AI in IoT: Use Cases and ChallengesAI in IoT: Use Cases and Challenges
AI in IoT: Use Cases and Challenges
 
Infographic. Artificial Intelligence in Education
Infographic. Artificial Intelligence in EducationInfographic. Artificial Intelligence in Education
Infographic. Artificial Intelligence in Education
 
Stanford AI Report 2023
Stanford AI Report 2023Stanford AI Report 2023
Stanford AI Report 2023
 
Nasscom AI top 50 use cases
Nasscom AI top 50 use casesNasscom AI top 50 use cases
Nasscom AI top 50 use cases
 
Digital Transformation ROI Survey From Wipro Digital
Digital Transformation ROI Survey From Wipro DigitalDigital Transformation ROI Survey From Wipro Digital
Digital Transformation ROI Survey From Wipro Digital
 
TheAppLabb Corporate Profile
TheAppLabb Corporate ProfileTheAppLabb Corporate Profile
TheAppLabb Corporate Profile
 
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
Data Science For Beginners | Who Is A Data Scientist? | Data Science Tutorial...
 
Tech Vision 2021: The Analytics Angle with SAS | Overview
Tech Vision 2021: The Analytics Angle with SAS | OverviewTech Vision 2021: The Analytics Angle with SAS | Overview
Tech Vision 2021: The Analytics Angle with SAS | Overview
 
Artificial Intelligence in the Financial Industries
Artificial Intelligence in the Financial IndustriesArtificial Intelligence in the Financial Industries
Artificial Intelligence in the Financial Industries
 
Generative AI at the edge.pdf
Generative AI at the edge.pdfGenerative AI at the edge.pdf
Generative AI at the edge.pdf
 
Future of controls: risks, realities, and next-generation trends
Future of controls: risks, realities, and next-generation trendsFuture of controls: risks, realities, and next-generation trends
Future of controls: risks, realities, and next-generation trends
 
What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...
What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...
What Is Data Science? Data Science Course - Data Science Tutorial For Beginne...
 
Data science Big Data
Data science Big DataData science Big Data
Data science Big Data
 
Technology Trends To Use In 2023
Technology Trends To Use In 2023Technology Trends To Use In 2023
Technology Trends To Use In 2023
 
Digital Twin Metaverse Enterprise
Digital Twin Metaverse EnterpriseDigital Twin Metaverse Enterprise
Digital Twin Metaverse Enterprise
 
Extreme Automation: The Emergence of RPA and AI for Treasury
Extreme Automation: The Emergence of RPA and AI for TreasuryExtreme Automation: The Emergence of RPA and AI for Treasury
Extreme Automation: The Emergence of RPA and AI for Treasury
 

Similar to How To Identify The Best AI Opportunities For Your Business – In 2 Simple Steps

3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...
3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...
3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...
Bernard Marr
 
Overcoming AI Challenges with IBM’s AI Ladder
Overcoming AI Challenges with IBM’s AI LadderOvercoming AI Challenges with IBM’s AI Ladder
Overcoming AI Challenges with IBM’s AI Ladder
Bernard Marr
 
How To Identify The Data Opportunities For Every Business?
How To Identify The Data Opportunities For Every Business?How To Identify The Data Opportunities For Every Business?
How To Identify The Data Opportunities For Every Business?
Bernard Marr
 
The AI business checklist for CEOs
The AI business checklist for CEOsThe AI business checklist for CEOs
The AI business checklist for CEOs
Kye Andersson
 
Robotic Process Automation Is Coming: Here Are 5 Ways To Prepare For It
Robotic Process Automation Is Coming: Here Are 5 Ways To Prepare For ItRobotic Process Automation Is Coming: Here Are 5 Ways To Prepare For It
Robotic Process Automation Is Coming: Here Are 5 Ways To Prepare For It
Bernard Marr
 
Accenture-Ready-Set-Scale - AI.pdf
Accenture-Ready-Set-Scale - AI.pdfAccenture-Ready-Set-Scale - AI.pdf
Accenture-Ready-Set-Scale - AI.pdf
ShaneFernandes24
 
10 Business Functions That Are Ready To Use Artificial Intelligence
10 Business Functions That Are Ready To Use Artificial Intelligence10 Business Functions That Are Ready To Use Artificial Intelligence
10 Business Functions That Are Ready To Use Artificial Intelligence
Bernard Marr
 
Building An AI-Powered Organization To Solve Today’s Business Problems
Building An AI-Powered Organization To Solve Today’s Business ProblemsBuilding An AI-Powered Organization To Solve Today’s Business Problems
Building An AI-Powered Organization To Solve Today’s Business Problems
Bernard Marr
 
How Can Businesses Adopt AI Technology to Achieve Their Goals
How Can Businesses Adopt AI Technology to Achieve Their GoalsHow Can Businesses Adopt AI Technology to Achieve Their Goals
How Can Businesses Adopt AI Technology to Achieve Their Goals
Kavika Roy
 
How To Get Started With Your AI Journey
How To Get Started With Your AI JourneyHow To Get Started With Your AI Journey
How To Get Started With Your AI Journey
Bernard Marr
 
9 AI Project Mistakes
9 AI Project Mistakes9 AI Project Mistakes
9 AI Project Mistakes
Rock Interview
 
Why Is Data Literacy Important For Any Business?
Why Is Data Literacy Important For Any Business?Why Is Data Literacy Important For Any Business?
Why Is Data Literacy Important For Any Business?
Bernard Marr
 
Five Smart Marketing Use Cases For Artificial Intelligence
Five Smart Marketing Use Cases For Artificial IntelligenceFive Smart Marketing Use Cases For Artificial Intelligence
Five Smart Marketing Use Cases For Artificial Intelligence
Bernard Marr
 
How to implement an effective ai strategy in your business
How to implement an effective ai strategy in your businessHow to implement an effective ai strategy in your business
How to implement an effective ai strategy in your business
JackMathew4
 
5 ways to enhance your business using ai venkat k - medium
5 ways to enhance your business using ai   venkat k - medium5 ways to enhance your business using ai   venkat k - medium
5 ways to enhance your business using ai venkat k - medium
usmsystem
 
Webinar for Apr 2019 - AI Powered Insurer
Webinar for Apr 2019 - AI Powered InsurerWebinar for Apr 2019 - AI Powered Insurer
Webinar for Apr 2019 - AI Powered Insurer
The Digital Insurer
 
The Road to AI
The Road to AIThe Road to AI
The Road to AI
Cognizant
 
A260107
A260107A260107
A260107
aijbm
 
Importance of Artificial Intelligence - By DataToBiz
Importance of Artificial Intelligence - By DataToBizImportance of Artificial Intelligence - By DataToBiz
Importance of Artificial Intelligence - By DataToBiz
Kavika Roy
 
5 ways to enhance your business using ai venkat k - medium
5 ways to enhance your business using ai   venkat k - medium5 ways to enhance your business using ai   venkat k - medium
5 ways to enhance your business using ai venkat k - medium
usmsystem
 

Similar to How To Identify The Best AI Opportunities For Your Business – In 2 Simple Steps (20)

3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...
3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...
3 Important Ways Artificial Intelligence Will Transform Your Business And Tur...
 
Overcoming AI Challenges with IBM’s AI Ladder
Overcoming AI Challenges with IBM’s AI LadderOvercoming AI Challenges with IBM’s AI Ladder
Overcoming AI Challenges with IBM’s AI Ladder
 
How To Identify The Data Opportunities For Every Business?
How To Identify The Data Opportunities For Every Business?How To Identify The Data Opportunities For Every Business?
How To Identify The Data Opportunities For Every Business?
 
The AI business checklist for CEOs
The AI business checklist for CEOsThe AI business checklist for CEOs
The AI business checklist for CEOs
 
Robotic Process Automation Is Coming: Here Are 5 Ways To Prepare For It
Robotic Process Automation Is Coming: Here Are 5 Ways To Prepare For ItRobotic Process Automation Is Coming: Here Are 5 Ways To Prepare For It
Robotic Process Automation Is Coming: Here Are 5 Ways To Prepare For It
 
Accenture-Ready-Set-Scale - AI.pdf
Accenture-Ready-Set-Scale - AI.pdfAccenture-Ready-Set-Scale - AI.pdf
Accenture-Ready-Set-Scale - AI.pdf
 
10 Business Functions That Are Ready To Use Artificial Intelligence
10 Business Functions That Are Ready To Use Artificial Intelligence10 Business Functions That Are Ready To Use Artificial Intelligence
10 Business Functions That Are Ready To Use Artificial Intelligence
 
Building An AI-Powered Organization To Solve Today’s Business Problems
Building An AI-Powered Organization To Solve Today’s Business ProblemsBuilding An AI-Powered Organization To Solve Today’s Business Problems
Building An AI-Powered Organization To Solve Today’s Business Problems
 
How Can Businesses Adopt AI Technology to Achieve Their Goals
How Can Businesses Adopt AI Technology to Achieve Their GoalsHow Can Businesses Adopt AI Technology to Achieve Their Goals
How Can Businesses Adopt AI Technology to Achieve Their Goals
 
How To Get Started With Your AI Journey
How To Get Started With Your AI JourneyHow To Get Started With Your AI Journey
How To Get Started With Your AI Journey
 
9 AI Project Mistakes
9 AI Project Mistakes9 AI Project Mistakes
9 AI Project Mistakes
 
Why Is Data Literacy Important For Any Business?
Why Is Data Literacy Important For Any Business?Why Is Data Literacy Important For Any Business?
Why Is Data Literacy Important For Any Business?
 
Five Smart Marketing Use Cases For Artificial Intelligence
Five Smart Marketing Use Cases For Artificial IntelligenceFive Smart Marketing Use Cases For Artificial Intelligence
Five Smart Marketing Use Cases For Artificial Intelligence
 
How to implement an effective ai strategy in your business
How to implement an effective ai strategy in your businessHow to implement an effective ai strategy in your business
How to implement an effective ai strategy in your business
 
5 ways to enhance your business using ai venkat k - medium
5 ways to enhance your business using ai   venkat k - medium5 ways to enhance your business using ai   venkat k - medium
5 ways to enhance your business using ai venkat k - medium
 
Webinar for Apr 2019 - AI Powered Insurer
Webinar for Apr 2019 - AI Powered InsurerWebinar for Apr 2019 - AI Powered Insurer
Webinar for Apr 2019 - AI Powered Insurer
 
The Road to AI
The Road to AIThe Road to AI
The Road to AI
 
A260107
A260107A260107
A260107
 
Importance of Artificial Intelligence - By DataToBiz
Importance of Artificial Intelligence - By DataToBizImportance of Artificial Intelligence - By DataToBiz
Importance of Artificial Intelligence - By DataToBiz
 
5 ways to enhance your business using ai venkat k - medium
5 ways to enhance your business using ai   venkat k - medium5 ways to enhance your business using ai   venkat k - medium
5 ways to enhance your business using ai venkat k - medium
 

More from Bernard Marr

The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023
Bernard Marr
 
How To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessHow To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For Business
Bernard Marr
 
The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023
Bernard Marr
 
The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023
Bernard Marr
 
Policing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowPolicing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening Now
Bernard Marr
 
Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services
Bernard Marr
 
The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023
Bernard Marr
 
Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?
Bernard Marr
 
The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023
Bernard Marr
 
The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023
Bernard Marr
 
How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023
Bernard Marr
 
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Bernard Marr
 
The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023
Bernard Marr
 
The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023
Bernard Marr
 
12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work 12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work
Bernard Marr
 
The Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerThe Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your Career
Bernard Marr
 
How AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareHow AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of Healthcare
Bernard Marr
 
Top 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkTop 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of Work
Bernard Marr
 
Artificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingArtificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of Marketing
Bernard Marr
 
Is AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoIs AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say No
Bernard Marr
 

More from Bernard Marr (20)

The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023
 
How To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessHow To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For Business
 
The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023
 
The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023
 
Policing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowPolicing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening Now
 
Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services
 
The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023
 
Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?
 
The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023
 
The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023
 
How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023
 
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
 
The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023
 
The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023
 
12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work 12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work
 
The Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerThe Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your Career
 
How AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareHow AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of Healthcare
 
Top 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkTop 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of Work
 
Artificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingArtificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of Marketing
 
Is AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoIs AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say No
 

Recently uploaded

[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...
[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...
[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...
Amazon Web Services Korea
 
Malviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model Safe
Malviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model SafeMalviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model Safe
Malviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model Safe
butwhat24
 
[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습
[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습
[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습
Amazon Web Services Korea
 
From Clues to Connections: How Social Media Investigators Expose Hidden Networks
From Clues to Connections: How Social Media Investigators Expose Hidden NetworksFrom Clues to Connections: How Social Media Investigators Expose Hidden Networks
From Clues to Connections: How Social Media Investigators Expose Hidden Networks
Milind Agarwal
 
AIRLINE_SATISFACTION_Data Science Solution on Azure
AIRLINE_SATISFACTION_Data Science Solution on AzureAIRLINE_SATISFACTION_Data Science Solution on Azure
AIRLINE_SATISFACTION_Data Science Solution on Azure
SanelaNikodinoska1
 
Simon Fraser University degree offer diploma Transcript
Simon Fraser University  degree offer diploma TranscriptSimon Fraser University  degree offer diploma Transcript
Simon Fraser University degree offer diploma Transcript
taqyea
 
South Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model Safe
South Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model SafeSouth Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model Safe
South Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model Safe
simmi singh$A17
 
Vasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model Safe
Vasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model SafeVasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model Safe
Vasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model Safe
nikita dubey$A17
 
LLM powered Contract Compliance Application.pptx
LLM powered Contract Compliance Application.pptxLLM powered Contract Compliance Application.pptx
LLM powered Contract Compliance Application.pptx
Jyotishko Biswas
 
Supervised Learning (Data Science).pptx
Supervised Learning  (Data Science).pptxSupervised Learning  (Data Science).pptx
Supervised Learning (Data Science).pptx
TARIKU ENDALE
 
Sin Involves More Than You Might Think (We'll Explain)
Sin Involves More Than You Might Think (We'll Explain)Sin Involves More Than You Might Think (We'll Explain)
Sin Involves More Than You Might Think (We'll Explain)
sapna sharmap11
 
Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...
Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...
Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...
shoeb2926
 
Saket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model Safe
Saket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model SafeSaket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model Safe
Saket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model Safe
shruti singh$A17
 
How We Added Replication to QuestDB - JonTheBeach
How We Added Replication to QuestDB - JonTheBeachHow We Added Replication to QuestDB - JonTheBeach
How We Added Replication to QuestDB - JonTheBeach
javier ramirez
 
Seamlessly Pay Online, Pay In Stores or Send Money
Seamlessly Pay Online, Pay In Stores or Send MoneySeamlessly Pay Online, Pay In Stores or Send Money
Seamlessly Pay Online, Pay In Stores or Send Money
gargtinna79
 
Karol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model Safe
Karol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model SafeKarol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model Safe
Karol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model Safe
bookmybebe1
 
NPS_Presentation_V3.pptx it is regarding National pension scheme
NPS_Presentation_V3.pptx it is regarding National pension schemeNPS_Presentation_V3.pptx it is regarding National pension scheme
NPS_Presentation_V3.pptx it is regarding National pension scheme
ASISHSABAT3
 
Streamlining Legacy Complexity Through Modernization
Streamlining Legacy Complexity Through ModernizationStreamlining Legacy Complexity Through Modernization
Streamlining Legacy Complexity Through Modernization
sanjay singh
 
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model SafeLajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model Safe
aarusi sexy model
 
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model SafeLajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model Safe
khansayyad1256
 

Recently uploaded (20)

[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...
[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...
[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...
 
Malviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model Safe
Malviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model SafeMalviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model Safe
Malviya Nagar @ℂall @Girls ꧁❤ 9873940964 ❤꧂VIP Jina Singh Top Model Safe
 
[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습
[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습
[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습
 
From Clues to Connections: How Social Media Investigators Expose Hidden Networks
From Clues to Connections: How Social Media Investigators Expose Hidden NetworksFrom Clues to Connections: How Social Media Investigators Expose Hidden Networks
From Clues to Connections: How Social Media Investigators Expose Hidden Networks
 
AIRLINE_SATISFACTION_Data Science Solution on Azure
AIRLINE_SATISFACTION_Data Science Solution on AzureAIRLINE_SATISFACTION_Data Science Solution on Azure
AIRLINE_SATISFACTION_Data Science Solution on Azure
 
Simon Fraser University degree offer diploma Transcript
Simon Fraser University  degree offer diploma TranscriptSimon Fraser University  degree offer diploma Transcript
Simon Fraser University degree offer diploma Transcript
 
South Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model Safe
South Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model SafeSouth Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model Safe
South Ex @ℂall @Girls ꧁❤ 9711199012 ❤꧂Glamorous sonam Mehra Top Model Safe
 
Vasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model Safe
Vasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model SafeVasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model Safe
Vasant Kunj @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ruhi Singla Top Model Safe
 
LLM powered Contract Compliance Application.pptx
LLM powered Contract Compliance Application.pptxLLM powered Contract Compliance Application.pptx
LLM powered Contract Compliance Application.pptx
 
Supervised Learning (Data Science).pptx
Supervised Learning  (Data Science).pptxSupervised Learning  (Data Science).pptx
Supervised Learning (Data Science).pptx
 
Sin Involves More Than You Might Think (We'll Explain)
Sin Involves More Than You Might Think (We'll Explain)Sin Involves More Than You Might Think (We'll Explain)
Sin Involves More Than You Might Think (We'll Explain)
 
Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...
Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...
Greater Kailash @ℂall @Girls ꧁❤ 9873777170 ❤꧂Glamorous sonam Mehra Top Model ...
 
Saket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model Safe
Saket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model SafeSaket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model Safe
Saket @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Neha Singla Top Model Safe
 
How We Added Replication to QuestDB - JonTheBeach
How We Added Replication to QuestDB - JonTheBeachHow We Added Replication to QuestDB - JonTheBeach
How We Added Replication to QuestDB - JonTheBeach
 
Seamlessly Pay Online, Pay In Stores or Send Money
Seamlessly Pay Online, Pay In Stores or Send MoneySeamlessly Pay Online, Pay In Stores or Send Money
Seamlessly Pay Online, Pay In Stores or Send Money
 
Karol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model Safe
Karol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model SafeKarol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model Safe
Karol Bagh @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Jya Khan Top Model Safe
 
NPS_Presentation_V3.pptx it is regarding National pension scheme
NPS_Presentation_V3.pptx it is regarding National pension schemeNPS_Presentation_V3.pptx it is regarding National pension scheme
NPS_Presentation_V3.pptx it is regarding National pension scheme
 
Streamlining Legacy Complexity Through Modernization
Streamlining Legacy Complexity Through ModernizationStreamlining Legacy Complexity Through Modernization
Streamlining Legacy Complexity Through Modernization
 
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model SafeLajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Arti Singh Top Model Safe
 
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model SafeLajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model Safe
Lajpat Nagar @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Ginni Singh Top Model Safe
 

How To Identify The Best AI Opportunities For Your Business – In 2 Simple Steps

  • 1. How To Identify The Best AI Opportunities For Your Business - In 2 Simple Steps
  • 2. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Title Text IntroductionIntroduction Artificial Intelligence (AI) is the biggest and most transformative technology trend of our time. Every business, big or small, will have to consider the impact of AI on their organization. Here we look at how you do this in practice. No organization can afford to sit back and ignore the potential of AI. Yet, rushing to adopt AI just because the technology exists can be just as damaging to a business. To fully realize the potential of AI – indeed, any new technology – you need to approach it with a clear business goal or need in mind. In other words, you need to identify and narrow down to the most valuable AI opportunities for your business (which means your approach could be quite different from that of your competitors). How To Identify The Best AI Opportunities For Your Business – In 2 Simple Steps
  • 3. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Title Text IntroductionIntroduction When I work with organizations to develop their AI strategy, we break the process down into two fundamental steps: 1. First, you need to identify the potential applications (use cases) of AI in your business. 2. Then you can begin to whittle those potential use cases down to just a few top priorities. Let’s explore each step in a little more detail. How To Identify The Best AI Opportunities For Your Business – In 2 Simple Steps
  • 4. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases Linking your AI strategy to your business strategy is the best way to ensure AI delivers maximum value for the business. Therefore, this first step involves looking at what your business is trying to achieve, and what unique challenges your business is facing, and then identifying potential solutions through AI. What you’ll end up with is a list of potential AI projects or use cases. An AI consultant can help you with this process. Don’t limit yourself to a small number of use cases at this stage, as you’ll be narrowing down your options in the second step. For now, your goal is to explore the many ways in which AI could help your organization achieve its key strategic goals. This might include:
  • 5. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases  Making your products more intelligent  Developing more intelligent services  Building a deeper understanding of customers  Making business processes more intelligent  Automating core business functions  Automating time-consuming, repetitive or mundane tasks Having pinpointed some potential uses in your business, you can now begin to flesh them out in more detail. Consider the following factors for each potential use case (this ensures you’re approaching each use in the same structured, thorough way):
  • 6. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases  Making your products more intelligent  Developing more intelligent services  Building a deeper understanding of customers  Making business processes more intelligent  Automating core business functions  Automating time-consuming, repetitive or mundane tasks Having pinpointed some potential uses in your business, you can now begin to flesh them out in more detail. Consider the following factors for each potential use case (this ensures you’re approaching each use in the same structured, thorough way):
  • 7. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases 1. Link to strategic goal. Because it’s so easy to get caught up in all the incredible things AI can do, it’s vital you can link each use case to a strategic business goal. If a potential use of AI doesn’t link to your overarching business strategy, I’d question whether it’s really worth the expense and disruption. So ask yourself, “How would this use of AI help the business achieve its objectives, grow and prosper?” 2. AI objective. Here, you can define your AI-related goal in more detail. What, specifically, are you hoping to achieve through this use of AI? For example, you may be looking to solve a particular business-critical problem, reduce employee turnover, improve health and safety, etc. 3. Measures of success (KPIs). This section answers the question, “What does success look like for this AI project, and how will we measure success?” Therefore, identify which business metrics/KPIs you could use to track progress against your AI objective.
  • 8. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases 6. Use case owner. Who in the business would be responsible for this AI use case and assume overall ownership of the project? 4. AI approach and data required. Which AI approach (for example, machine learning, deep learning, computer vision) is required to achieve your AI objective, and what sort of data do you need? Again, you may need to enlist the help of a data/AI consultant throughout this process, if you don’t have AI capabilities in house. 6. Ethical and legal issues. Here, you’ll need to consider the potential legal implications of your AI use case (including consent and data privacy), as well as the ethical implications. 7. Technology and infrastructure. It's very likely each use case will require some technology and infrastructure changes. Here, you consider what systems, software, and hardware you might need to achieve your AI objective.
  • 9. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases 8. Skills and capacity. Here, consider the skills gaps that might prevent you from achieving your AI objective – and how you will close those gaps. This may involve training staff, hiring new talent or partnering with external providers. 9. Implementation. This is where you set out the potential implementation challenges and roadblocks that you’ll need to overcome if your AI objective is to become reality. 10. Change management. This is normally lumped in with implementation, but I tend to separate it out to emphasize how vital it is to manage AI-related changes carefully – after all, AI may lead to big changes in how your business operates. For example, if you’re automating or streamlining processes, this may impact the work of your employees, so how will you manage this while promoting a positive AI culture?
  • 10. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 1. Identifying your AI use cases I like to use a formal template to help capture all these details, but you can do this however you like. Having evaluated each use case in detail, you’re now ready to narrow down your options. Which brings me to…
  • 11. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 2. Working out your AI priorities You may have identified as many as 10 or 15 use cases in the previous phase, but trying to embark on too many AI projects at once can spell disaster. That’s why you now need to rank your use cases in order of their strategic importance to the business. Your goal here is to arrive at:  Your top one, two or three key strategic use cases. These are your absolute top AI priorities for now – the AI use cases that represent the biggest opportunities for your business, or will help solve your biggest business challenges. If you’re a smaller business, you may only want to focus on one key AI priority at a time. For a bigger business, two or three should be doable. But don’t be tempted to prioritize more than three.  One or two AI “quick wins”. From your use cases, it often helps to identify one or two short-term, smaller AI projects that are relatively quick, easy, and inexpensive to implement. Identifying these quick wins will help you demonstrate the value of AI, win people over, and sow the seeds for your bigger AI projects.
  • 12. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Step 2. Working out your AI priorities As for those use cases that don't make the cut for now, don't discard them completely. As you achieve one AI project, you may find you have capacity to move onto another use case – or it may be that your overall strategic priorities shift, which means AI use cases that were identified some time ago are no longer relevant. I, therefore, recommend you repeat this process of identifying and prioritizing AI use cases at least once a year, or every time you review your overarching business strategy. AI is going to impact businesses of all shapes and sizes, across all industries. Discover how to prepare your organization for an AI-driven world in my new book, The Intelligence Revolution: Transforming Your Business With AI.
  • 13. Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a strategic business & technology advisor to governments and companies. He helps organisations improve their business performance, use data more intelligently, and understand the implications of new technologies such as artificial intelligence, big data, blockchains, and the Internet of Things. LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent contributor to the World Economic Forum and writes a regular column for Forbes. Every day Bernard actively engages his 1.5 million social media followers and shares content that reaches millions of readers. Visit The Website © 2020 Bernard Marr , Bernard Marr & Co. All rights reserved© 2017 Bernard Marr , Bernard Marr & Co. All rights reserved © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a strategic business & technology advisor to governments and companies. He helps organisations improve their business performance, use data more intelligently, and understand the implications of new technologies such as artificial intelligence, big data, blockchains, and the Internet of Things. LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent contributor to the World Economic Forum and writes a regular column for Forbes. Every day Bernard actively engages his 1.5 million social media followers and shares content that reaches millions of readers. Visit The Website
  • 14. Title Subtitle Be the FIRST to receive news, articles, insights and event updates from Bernard Marr & Co straight to your inbox. Signing up is EASY! Simply fill out the online form and we’ll be in touch! © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved