20 Machine Learning App Business Ideas You Can Start Today [2022]

20 Machine Learning App Business Ideas You Can Start Today [2022]

Interested in starting a machine learning app business in 2022?

We put together 20 of the best machine learning app businesses you can start in today.

For each business idea, we’ll show you real-world examples of other machine learning app businesses to help you see what it really takes.

Here's the full list:

1. Start a personalized retail app business

Examples of a successful personalized retail app business:

Here are some great videos on how to get started with a personalized retail app business:

For further info, check out these books and products:

Learn more about starting a personalized retail app business ➜

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2. Start an online recruiting automation business

How Much Can You Make?
$20,000/month
Skills

Examples of a successful online recruiting automation business:

Here are some great videos on how to get started with a online recruiting automation business:

For further info, check out these books and products:

Learn more about starting an online recruiting automation business ➜

Case Study

Hi, I am Girish Kukreja, Founder and CEO at FlexC. I started FlexC about a year ago intending to disrupt the hiring space in India. We are a talent marketplace curated to help businesses hire and manage their hybrid workforce (permanent hire and flexible workforce).

With more organizations going hybrid, the ratio of hiring freelancers and contractors will increase to 20-30% of overall employees. And in this new age business era, FlexC aims to become the No.1 marketplace to help businesses smoothly transition during their journey.

i-created-a-240k-year-marketplace-that-uses-ai-to-improve-hiring

3. Start a customer sentiment analysis tool business

Examples of a successful customer sentiment analysis tool business:

Here are some great videos on how to get started with a customer sentiment analysis tool business:

For further info, check out these books and products:

Learn more about starting a customer sentiment analysis tool business ➜

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4. Start a faq chatbot business

Examples of a successful faq chatbot business:

Here are some great videos on how to get started with a faq chatbot business:

For further info, check out these books and products:

Learn more about starting a faq chatbot business ➜

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5. Start an intelligent travel assistant app business

Examples of a successful intelligent travel assistant app business:

Here are some great videos on how to get started with a intelligent travel assistant app business:

For further info, check out these books and products:

Learn more about starting an intelligent travel assistant app business ➜

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6. Start a personalized eLearning portal business

How Much Can You Make?
$333,333 — $3,735,000/month
Skills

Examples of a successful personalized eLearning portal business:

Here are some great videos on how to get started with a personalized eLearning portal business:

For further info, check out these books and products:

Learn more about starting a personalized eLearning portal business ➜

Case Study

In 2009, Sal Khan walked away from a high-paying job to start a business that had no way of making money. His idea to launch a non-profit teaching platform was ignited five years earlier when he was helping his young cousins do math homework over the computer. They loved his clear explanations and soon he was posting free tutorials on Youtube, where they started to attract the attention of thousands of users around the world. Sal realized he could help democratize learning by building a free platform to teach math, science, and the humanities. Today, Khan Academy offers hundreds of free recorded tutorials in dozens of languages. During the pandemic, its popularity surged to 30 million users a month. Order the How I Built This book at: https://smarturl.it/HowIBuiltThis

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Read the full story on npr.org ➜

7. Develop a potential disease outbreak alerting app

Examples of a successful potential disease outbreak alerting app:

Here are some great videos on how to get started with a potential disease outbreak alerting app:

For further info, check out these books and products:

Learn more about starting a potential disease outbreak alerting app ➜

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8. Start an energy & cost saving app business

Examples of a successful energy & cost saving app business:

Here are some great videos on how to get started with a energy & cost saving app business:

For further info, check out these books and products:

Learn more about starting an energy & cost saving app business ➜

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9. Start a healthcare tools business

Examples of a successful healthcare tools business:

Here are some great videos on how to get started with a healthcare tools business:

For further info, check out these books and products:

Learn more about starting a healthcare tools business ➜

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10. Start a fee calculator business

Examples of a successful fee calculator business:

Here are some great videos on how to get started with a fee calculator business:

For further info, check out these books and products:

Learn more about starting a fee calculator business ➜

11. Start a fast learning app business

How Much Can You Make?
$100,000 — $13,500,000/month
Skills

Examples of a successful fast learning app business:

Here are some great videos on how to get started with a fast learning app business:

For further info, check out these books and products:

Learn more about starting a fast learning app business ➜

Case Study

Hello, my name is Michael Georgiou, and I serve as a Co-Founder and CMO at Imaginovation. We are an award-winning technology and app development company located in Raleigh, NC.

Since 2011, we have grown an average of over 40% in revenue every year. We have won several credible tech awards, such as AVA Digital Awards, IMA 2017 Award, The American Business Award, and NC Tech Award for our innovative services. We have also been featured in top publications such as Entrepreneur, VentureBeat, Goalcast, Business.com, and Foundr.

how-i-started-a-150k-month-app-agency-that-works-with-the-fortune-500

12. Develop an intelligent project development quote app

How Much Can You Make?
Skills

Examples of a successful intelligent project development quote app:

Here are some great videos on how to get started with a intelligent project development quote app:

For further info, check out these books and products:

Learn more about starting an intelligent project development quote app ➜

Case Study

Paul founded SPUDS, a men’s apparel company based in California. After many prototypes, they launched on Kickstarter and were able to raise $15,000.

13. Build a cyber attacks & data hacks analyzer app

Examples of a successful cyber attacks & data hacks analyzer app:

Here are some great videos on how to get started with a cyber attacks & data hacks analyzer app:

For further info, check out these books and products:

Learn more about starting a cyber attacks & data hacks analyzer app ➜

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14. Start a group touring app business

How Much Can You Make?
Skills

Examples of a successful group touring app business:

Here are some great videos on how to get started with a group touring app business:

For further info, check out these books and products:

Learn more about starting a group touring app business ➜

Case Study

Paul founded SPUDS, a men’s apparel company based in California. After many prototypes, they launched on Kickstarter and were able to raise $15,000.

15. Build a personalized treatment recommendation app

How Much Can You Make?
$5,000 — $200,000/month
Skills

Examples of a successful personalized treatment recommendation app:

Here are some great videos on how to get started with a personalized treatment recommendation app:

For further info, check out these books and products:

Learn more about starting a personalized treatment recommendation app ➜

Case Study

Hi, my name is Joe Cohen and I’m the founder and CEO of SelfDecode. The company was born out of the journey I went through to decode myself.

In 2021, we launched a crowdfunding campaign and raised a total of $8M and have generated about $2.7M in revenue over the past year. SelfDecode started with my desire to just get healthy and now we’re poised to change the future of health care as we know it. If that isn’t motivation to go after what you want in life, I don’t know what is.

i-created-a-2-7m-year-software-that-extends-people-s-lives-by-analyzing-their-dna

16. Start a vulnerability prediction app business

Examples of a successful vulnerability prediction app business:

Here are some great videos on how to get started with a vulnerability prediction app business:

For further info, check out these books and products:

Learn more about starting a vulnerability prediction app business ➜

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17. Start a finance & accounting app business

How Much Can You Make?
$10,000 — $50,000/month
Skills

Examples of a successful finance & accounting app business:

Here are some great videos on how to get started with a finance & accounting app business:

For further info, check out these books and products:

Learn more about starting a finance & accounting app business ➜

Case Study

i-left-my-job-at-facebook-to-go-full-time-on-my-budgeting-app-600k-year

18. Start a market prediction app business

Examples of a successful market prediction app business:

Here are some great videos on how to get started with a market prediction app business:

For further info, check out these books and products:

Learn more about starting a market prediction app business ➜

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19. Start a storytelling app business

Examples of a successful storytelling app business:

Here are some great videos on how to get started with a storytelling app business:

For further info, check out these books and products:

Learn more about starting a storytelling app business ➜

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20. Start a financial goal tracker business

Examples of a successful financial goal tracker business:

Here are some great videos on how to get started with a financial goal tracker business:

For further info, check out these books and products:

Learn more about starting a financial goal tracker business ➜

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Pat Walls,  Founder of Starter Story
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meet the author
Pat Walls

I'm Pat Walls and I created Starter Story - a website dedicated to helping people start businesses. We interview entrepreneurs from around the world about how they started and grew their businesses.