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Machine Startup Ideas

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A machine learning tool for recommending books based on a user’s reading history.

2,144

A machine-learning based platform that can predict the likelihood of you turning into a customer by looking at your behavior on other sites.

240

This company is trying to bring the power of machine learning to stock markets. It’s working to create a way to use machine learning to find correlations between stock prices and macroeconomic data, to identify bubbles and create predictive models.

165

A startup that says it helps marketers target their Facebook ads by machine learning. The startup’s CEO says everyone is already familiar with the concept of machine learning, but the way it’s implemented in Facebook ads is confusing and not very effective.

129

A platform that uses machine learning to help people manage their finances. It currently has a team of 28 people.

120

A team of data scientists comes up with a way to use machine learning to detect fraudulent credit card purchases. The company says it has already helped its clients save $7 million, and expects to save the same amount this year as well.

117

A community for individuals who want to learn the basics of machine learning and data science.

110

A startup that helps businesses manage their cash flow. The tool helps companies forecast where their cash will come from, and sends automated reminders when it runs low. The startup uses machine learning and AI to help companies forecast how much cash they would have at this month’s end and the next month.

105

This is a startup that’s using machine learning to provide a new way of making and selling guacamole.

101

A startup that uses machine learning to calculate how much a customer would pay for a service.

99

A new way to evaluate performance, using machine learning to predict whether a team will meet goals before they’re even met.

98

This startup, which was co-founded by ex-Google CEO Eric Schmidt, wants to bring machine learning to the enterprise.

96

An AI-based machine learning project to help identify specific threats to the public water supply in a specific area.

92

A startup that wants to build a “machine learning tool for creating music”. The startup wants to build a tool that will allow anyone to create music from scratch, without any of the engineering knowledge required.

91

A startup that uses a combination of machine learning, chatbot technology, and artificial intelligence to provide real-time intelligence for corporate clients.

90

A data science startup focused on building machine learning solutions for the shipping and logistics industry. The company helps companies identify patterns in their data and build predictive models to improve operational efficiency.

87

A mobile app that pairs with a “machine-learning algorithm” to help drivers find the best routes to their destinations.

85

A company that aims to use machine learning to help you get the best deal for a car loan.

84

 A SaaS platform that uses machine learning to optimize lead generation. The startup’s customers include Monster Worldwide, the world’s largest job site, and the US’s largest insurance company.

84

This machine learning startup is building a program to identify problems in the world’s food supply

84

A machine learning company that is working on sophisticated facial recognition software for use in retail.

83

A startup that uses machine learning to help brands identify the best time to post to their social media channels.

82

A software company that makes it easier to train learning machines. The company is building an “AI-powered note taking” system for students.

82

This company wants to replace the need for cashiers in grocery stores. It’s not just a vending machine that dispenses goods, but a multi-modal platform that handles payment and inventory. The company has partnered with major grocers, including Publix, Kroger, and Albertsons.

81

A software company that uses machine learning to manage and handle re-ordering and inventory for online stores.

81

Algorithms that guide humans and machines to make better decisions.

81

A startup that wants to build a system that uses machine learning to help businesses with advertising.

81

A machine learning startup that wants to help

80

A startup that helps companies “sell their data”. The startup uses machine learning to automate the process of extracting insights from business transactions.

80

This startup wants to improve the process of buying and selling homes by using algorithms, AI, and machine learning to make the process faster and more transparent.

79

A startup making data-driven, machine-learning-driven, and AI-driven messaging tools for SaaS companies. It’s unclear what they will be selling to SaaS companies.

78

A CRM for retailers that uses machine learning to predict consumer behavior and then recommend what products to sell based on their past purchases

78

A startup that uses AI and machine learning to build financial tools that are better at predicting risk.

78

A startup that helps bring “machine learning to the most copious of data sets”.

78

This startup is building an AI-powered platform that helps people manage their relationships with their doctors. It uses machine learning to automatically scan medical records and find patterns that indicate better compliance with doctor’s orders.

77

This startup’s goal is to prevent ad fraud. It uses a combination of machine learning, data mining, and crowdsourcing to help companies like Amazon and Google detect fraudulent activity on their platforms.

76

A platform for creating individualized content in bulk. It helps small businesses create advertising campaigns through its machine learning based technology

76

 A B2B company that uses AI and machine learning to automate business processes, saving time and money for companies.

75

A web-based business that helps companies with a range of issues, including risk management, HR, and health and safety. The company uses AI and machine learning to make sense of insurance claims data.

75

Alluvium is a company that makes artificial intelligence software for image recognition. The founders say it’s better than other tools because it was built from the ground up to work with the way humans think, rather than the way machines work.

75

A tool for distribution of food and groceries to people in need, in the form of a vehicle equipped with a fridge, a microwave, and a coffee machine, and that can travel down the street from a central hub. The startup’s founders are veterans of the American military.

75

A startup that uses machine learning to help prevent check fraud.

75

A machine learning startup that wants to build a predictive model of your business to help you make better decisions.

74

AI-powered machine learning platform for the fashion industry that helps brands measure product fit and recommend products for different sizes and styles.

74

A startup that automates creation of video tutorials using machine learning.

74

Using machine learning and AI to optimize the sales process, allowing businesses to close the loop on the sales cycle. The startup wants to make the sales process more efficient and see what works best.

73

This startup is building an “auto-scaling, auto-configuring” platform for machine learning and AI-based workflows.

73

A machine learning platform, with the goal of helping drug companies make better drug discoveries and marketing them in innovative ways.

72

Helping the US military optimize their supply chains by using machine learning to track the performance of their suppliers.

72

This startup is building a machine learning service that helps other companies quickly create and execute campaigns without the need for a huge staff. The startup is targeting startups that need marketing help but don’t have the time or the resources to build it.

71

A platform that uses machine learning to help companies improve their technical operations by identifying and removing technical debt and outdated code.

71

Lattice is a startup that uses a combination of data science, big data and machine learning to help retailers build better customer experiences.

71

A software company that makes it easy for organizations to save energy with their buildings, turning off lights when the room isn’t needed and using the heat generated by other machines.

70

"An automated way to scale and manage applications that help businesses solve problems. It uses machine learning, ecommerce, and a referral program to build a community of users.”

70

A $30,000 investment in a machine that turns raw coffee beans into a beverage.

70

A digital health startup that uses artificial intelligence to help users make sure they’re eating and sleeping well, and get the right amount of sleep. It uses machine learning to detect if a user is cheating on their sleep, and then recommends actions to improve sleep.

70

A new kind of company that uses algorithms and machine learning to predict how well its customers will do in the future. Possible applications include helping companies set up 401k plans that are as good for their employees as they are for the company’s bottom line.

69

A company that aims to help companies build better websites with machine learning and AI.

69

A company that helps developers use machine learning to help turn apps that are live right now into future-proofed and useful apps. The company’s software is meant to help developers avoid common pitfalls when building apps, like forgetting to correctly define dates and times.

69

Distributed Storage for Machine Learning

69

This company is building AI and machine learning tools for business intelligence.

68

A startup that’s working on a way to integrate human and machine learning workflows. The company wants to help companies do human-based AI as well as machine-based AI.

68

A way for companies to increase their B2B sales, the startup wants to use a combination of machine learning to identify inbound leads and then text them to see if they’re interested in a demo.

68

A startup that uses machine learning to identify fraud and money laundering in transactions between banks.

68

A search engine for crime and safety alerts in the US. The startup is looking to use machine learning to tell which alerts are legitimate and which are not.

67

A provider of hardware and software for smart and connected products. The startup is working on a solution that can control industrial machines remotely via a smartphone app.

67

A startup that builds custom devices for businesses, such as a GPS-powered shelf for a refrigerator to keep track of stock, or a phone-controlled washing machine. It has raised $4.2 million in investments since it was founded in September.

66

A B2B company that helps companies compare artificial intelligence and machine learning data.

66

A “machine-learning-powered” customer review management tool.

66

A platform that uses machine learning to create customizable Google authentication for access to services, using the logins of all your Google accounts.

66

A startup that makes a machine that can scrub floors

65

A startup that has created a chatbot that helps people organize their lives The chatbot is powered by NLU, machine learning, and natural language generation

65

A B2B fintech startup that helps insurance companies price policy coverage, applying machine learning and artificial intelligence to their data.

65

A platform that connects businesses with data science resources in a way that makes it easy to collaborate and get work done. The company also plans to launch a consumer app that will allow customers to sign up for machine learning-based advice.

65

A company that builds smart machines so that robots can help people in their homes

65

This “new era of vending machines” wants to help grocery stores sell beverages at a lower cost

65

A company that makes digital wallets for vending machines, allowing users to pay with credit cards and cash.

65

A digital health platform for employees that allows them to book medical appointments, track usage, and get feedback from a doctor. The company wants to use machine learning to predict when employees are likely to need care, and to allow for more timely and personalized care, making it more efficient for employers.

64

A product that tracks the digital footprints of their clients (by tracking device signals) and then uses machine learning algorithms to predict what they’re going to do next. They want to use this data to build a digital reputation system for brands.

64

A software company that provides a mobile app to help people find the best parking spot at their destination. The company uses machine learning to optimize parking options, and then tracks and visualizes that data.

64

A software platform that uses machine-learning to help companies build customer loyalty programs.

64

This startup wants to use machine learning and cryptocurrency to make “recommendations” based on what you might want to listen to.

62

The company is pairing the digital technology used by banks to process payments to the physical elements of a cash machine, such as a keypad and a printer, to create an end-to-end solution.

62

A startup using machine learning to predict which loans a prospective buyer would default on the most.

62

A startup that installs a vending machine for various things (IE: A vending machine that sells a 3-month supply of dental floss for $10)

61

Israel-based startup Narayana Health is developing a machine learning product that helps doctors and nurses better understand and treat patients.

61

In May, the startup launched its first version, a $300 PC that it said could run as much as 40% faster than similarly priced machines. The company’s second version is a $1,000 PC that it says is twice as fast as its first version.

61

A startup that uses AI and machine learning to help companies predict their customers’ behavior, and to craft customer experiences better suited to those behaviors.

60

A startup building a portfolio management service that uses machine learning to help users better manage and invest in their portfolio across multiple financial services.

60

 Using computer vision and machine learning, this startup is building a tool that can automatically identify and deliver relevant customer service via text or email.

60

A messaging platform that supports human-to-human communication in machine learning. The startup is building a chatbot, but is also selling a tool that helps businesses gauge their customer service conversations.

60

A startup that aims to replace the human factor with machine learning to make sales and customer service easier.

59

A machine that makes custom-ordered plastic products on demand.

59

A startup that uses machine learning to help brands find the right person for the job. They claim to have found just the right person for 1,900 positions, including jobs at Uber and Goldman Sachs.

59

A decision support platform that uses machine learning and big data to help businesses make better decisions.

58

A startup that uses machine learning to help companies hire software engineers It’s free for companies with fewer than 500 employees

57

Idea: A startup that helps utilities identify and prevent blackouts, utilizing machine learning and satellite imagery to predict when the grid will fail

57

This startup is building a vending machine for the financial sector. It’s an open source vending machine that lets banks and credit unions buy and sell financial products in bulk.

57

This personal finance startup plans to help people make better financial decisions–based on AI and behavioral science. It hopes to use machine learning to help users make better decisions based on data, rather than allowing people to just “use their gut”. The company is based in San Francisco, but is looking to hire a CTO.

55

The company is developing an AI platform that uses machine learning to provide on-demand video content for brands. The platform is designed to help marketers better understand their customers and find opportunities to engage them.

55

A platform for data science and machine learning that’s meant to be accessible for non-technical users.

54

A machine learning system that helps marketing teams to segment customers and grow revenue

54

Tech company that builds bots and machine learning tools to help companies build chatbots and build intelligence into their digital interactions.

54

A way to create a spreadsheet that’s machine-readable. The startup is building a way to read spreadsheets without needing to know the syntax of formulas.

53

A startup that uses machine learning to provide its more than two million members personalized financial advice. Users input their financial goals and the startup generates a personalized financial plan.

52

A startup that uses the power of machine learning to help companies optimize their inventory management processes.

52

This startup is building a “smart” card that runs on a local RFID (radio frequency identification) chip. The card is intended for use in vending machines and retail stores where sales occur, but the company is also looking to use it in other contexts like credit/debit cards and membership cards.

52

A place where you can find courses in the US on everything from wine to yoga to machine learning.

51

A startup using a combination of machine learning and an artificial intelligence program to improve customer service.

51

A machine learning company that helps retail companies identify the types of products that are selling well. It also helps them find trends and opportunities in their data and discover new products.

51

A company that makes it easier for businesses to adopt and use technology. They’re currently working with 10 customers, including two large enterprise customers, and offer solutions in computer vision, speech recognition, natural language processing, and machine learning.

50

A computer vision startup that wants to use machine learning and image recognition to make product photos more complete. The startup says their technology can improve the accuracy of product photos 40% with claims to be able to identify colors, shapes and other features of products.

50

The company uses machine learning for risk management, identifying which customers are likely to default on their debt and which loans are more likely to default on their debt.

50

A digital time machine, building on the seed money of $20 million in funding from investors. The company wants to get to the year 2045, “one hundred years from now” with every product, every service, and every interaction being digitally recorded and stored for posterity.

49

A portfolio manager that uses machine learning to match your investments to your risk tolerance.

49

Using machine learning, Connect is building a platform that sorts through the clutter of online dating platforms to find the best match. The startup is currently in the process of raising its Series A.

49

A startup for data science and machine learning professionals to get paid to do contract work.

48

Using a cloud-based database and machine learning algorithms, Hoptoken helps businesses make the most of their data.

48

A startup that aims to use machine learning to predict which people will be most receptive to a new product.

48

 The startup is building an intelligent vending machine that allows consumers to receive personalized offers based on their offline behavior.

47

A startup that used machine learning to automatically identify the best apps for people based on their demographics, to help navigate the app store.

47

A startup that aims to help businesses use AI and machine learning to detect and fix vulnerabilities in their systems.

46

A machine-learning platform for detecting fraud in credit card transactions.

46

A startup that’s building a machine that can read your medical records, listen to your voice, and communicate with you in non-verbal ways.

45

A new vending machine that brings together other vending machines to sell you the items you want.

45

A startup that uses AI to rank news stories and photos, using a blend of machine learning and human curation.

45

An AI-powered solution for the construction industry. It’s a predictive maintenance platform that helps maintenance staff fix machines before they break down.

45

This startup is building an AI chatbot that acts as a friendly customer service rep. The startup is using a combination of machine learning, natural language processing, and domain expertise to make its chatbot more human.

44

A loan application platform that uses machine learning algorithms to identify fraudulent loan applications and offers discounted rates to borrowers.

44

A startup that helps companies identify the best devices for their use cases, using machine learning.

44

A platform that helps small businesses grow with the help of AI and machine learning. The startup is targeting the B2B market, and already has over 100 customers.

43

This startup uses voice recognition and artificial intelligence to understand the emotions that are being expressed by voice (like “I’m angry”) and determine if this voice is coming from a human or machine.

43

A messaging app that uses AI and machine learning to automatically generate text. After generating a list of the most common questions and phrases that people send, customer support can use this tool to pre-write responses.

43

A company that uses machine learning to create products that help senior citizens with activities of daily living, such as shopping, banking and making phone calls.

42

A startup platform for managing and sharing biological samples. The startup takes samples from patients, runs them through a machine that identifies what is in the sample, and then uses that information to help doctors diagnose their own patients.

41

An artificial intelligence engine for the U.S. Air Force. The startup uses machine learning to predict the behavior of drones in a given environment.

40

The A16Z crypto hedge fund has a startup incubator called Alight Labs, which is building a machine learning platform to detect fraud in the industry.

40

a startup that uses sensor data to help machinery and automated systems work more efficiently.

39

A startup that wants to help “thrive in an era of automation and cheap labor”. It’s a platform that helps businesses pick the right type of machine for the task, whether it’s for a B2B company or a manufacturing facility.

39

This startup wants to sort the news you read to bring it to you in a format that’s somehow more relevant to you. The startup uses machine learning to determine which stories are most relevant to you, and tries to bring you the most relevant news. It’s a bit like Flipboard, but less user-friendly.

39

A company making a “smart” dryer, with an internet-connected app that helps users set the temperature on their washing machine and adjust the duration of the dryer cycle.

39

A new kind of language machine for natural language processing.

38

The startup wants to bring the cloud to the world of physical data. It claims it can build a data warehouse out of any physical machine in the world — even from a broken down machine.

38

A platform that aims to improve the quality of data in health and education, by using AI and machine learning. A result is a platform that makes data “actionable” so it can be used to simulate outcomes and make predictions.

37

A tool meant to help companies automate the onboarding process for new employees by using machine learning to read and evaluate new workers’ social media bios.

37

A startup that uses machine learning to identify risks of people moving into houses, and uses that information to help sellers price houses accordingly.

37

A machine learning startup that helps companies predict whether their sales will meet their forecast.

37

A startup that uses machine learning and natural language processing to help companies determine what the best way is to communicate with customers.

36

A company aiming to bring the power of machine learning to networks with a visualization tool that can show how networks are connected.

35

A software company that helps companies build biometric scanners for access control. The startup is using machine learning to build a system that can quickly identify someone by comparing their fingerprint with a database of millions of prints.

35

This is an AI-powered service for finding the cheapest flights online. The startup currently boasts over 1 million users, and has built a complex machine learning model that it says can find you the cheapest flights.

34

A company that’s building a voice recognition tool for coding and machine learning.

34

A tool built for the hospitality industry that allows them to better manage the labor they have on-hand. The tool can track labor in real-time, and when it’s time to restock the fridge or refill the coffee machine, the software can alert the staff to take action.

33

The startup uses machine learning to help companies better understand and prioritize their marketing spend

33

A machine learning startup that builds innovative software to help people learn and save money on everyday purchases.

33

A new kind of machine learning service for businesses.

32

An operator of a machine learning platform that helps users discover new things to do in their cities.

32

A “machine-learning” startup that builds self-driving cars that can navigate in most environments and drive itself.

32

The startup wants to help companies meet the needs of their customers with a new tech platform that lets users talk directly to their bank services, like the automated teller machines of the future.

31

A system for putting the power of machine learning into a more accessible tool.

31

A SaaS platform that uses machine learning to help retailers understand how customers are shopping online, which products they are buying, and their aggregate shopping patterns.

30

The world of finance is changing dramatically, and there’s a lot of confusion around how new technologies like fintech will impact financial services. Fintech can take the form of apps, startups, and platforms, or it can be composed of a mix of all three. Fintech is a catch-all term that can include everything from cryptocurrencies, to artificial intelligence, to machine learning, and more. Fintech startup solutions help companies navigate these changes.

30

A product that aims to use machine learning to predict when things like a bag of chips or a soda will go bad and sell it to local grocers at a lower price to keep fresh foods on the shelves.

29

A machine learning platform to help companies with productivity and time and attendance.

28

iaidigital helps cities manage their streets and sidewalks. It uses the power of machine learning to automatically flag and alert city workers about potholes, graffiti, and other issues.

28

This startup is building a platform for companies to recruit engineers with backgrounds in data science, machine learning, and deep learning.

27

A machine-learning platform that helps companies find people qualified for their job.

27

A BoxCar is an online marketplace for buying and selling used equipment and supplies, including furniture, construction equipment, industrial machinery, and vehicles.

26

A startup that plans to use machine learning to reduce the number of calls to customer support teams.

25

A remote control for your coffee machine, allowing you to brew the perfect cup every single time.

25

This startup makes a machine that allows users to draw on the screen using air pressure.

24

A startup building a tool to help customers track and gain knowledge from all the different machines they use for food processing.

23

The startup is using machine learning to predict customer retention.

23

This is an email marketing company that uses a mix of AI and machine learning to create targeted email campaigns for customers.

23

A startup that uses machine learning to find retail deals, offering discounts on items customers will be buying anyway.

21

A startup that creates artificial intelligence for shopping. The startup uses machine learning to create custom recommendations using their users' previous purchases and their shopping histories.

18

A company that uses machine learning to help artists find new people to collaborate with

16

A machine learning platform that can tell you what your customers want to buy, and why.

15

This company is building a way to track the financial life of a real estate property by using machine learning and artificial intelligence to help people decide whether to sell or hold onto a property.

10

 A company that’s building software that can help companies with data science tasks, like building machine learning models, building data warehouses, and otherwise automating the data science process.

5

A wearable for the visually impaired, which uses machine learning to convert a video of the world, like a restaurant or a landscape, into an audio guide.

2

A startup that helps teams make decisions by using machine learning to predict the future based on past decisions.

1

A startup that uses machine learning to provide personalized recommendations and content to customers.

1

Idea: Use machine learning to predict when equipment will break

-1

Idea: A startup for buying and selling used machines from factories

-1

Idea: A startup building tools for developers to build, secure, and deploy machine learning and data science models This is the “serverless” version of their main product

-1

Idea: A toolkit to help machine learning engineers build their own ML models

-1

Idea: Trim is a fintech company that wants to become a one-stop shop for credit cards The company’s pitch is that it’ll use machine learning to notch up credit card rewards for users and help them manage their spending

-1

Idea: A vending machine that sells prepaid phone minutes

-1

Idea: A customizable, machine learning-driven planning engine for autonomous vehicles

-1

Idea: A startup that wants to use machine learning to solve the problem of sifting through job applications to find the candidates who are likely to be a good fit for your company

-1

Idea: Improves the performance of ads by pinpointing the moment that a customer sees an ad and decides to buy. The startup is building machine learning models to predict conversion time, and the founders have already run $1m of ads through their product.

-1

A Slack bot that helps businesses run more effective meetings, using a combination of machine learning and human curation to help keep meetings on track. The company says they have $12,000 in recurring revenue.

-1

Idea: A machine-learning service that helps companies build products that are customized for their users. The company says it’s built for high-touch, high-volume businesses like ticketing, travel, and e-commerce.

-1

Idea: A startup that aims to replace the ancient, insecure, and expensive fax machine with a paper-less, secure, and cheaper system. The startup is working with large corporations to do this, and has sold $100,000 in the last month, with a 2.5% take rate.

-1

Idea: This startup is building machine learning software that helps people create smoother panning and zooming in videos. The startup previously sold a product called Flycam that helps camera operators smoothly move from one part of the scene to another.

-1

A company that provides a way to keep track of all the machines in a factory.

-1

A startup that provides a service to help people export their data from Google and other web services to their local machine

-1

A startup that’s building a machine learning model to predict the success of an ICO

-2

A startup that helps people with their personal finances using machine learning and personalized dashboards

-2