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Predict Startup Ideas

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A predictive analytics tool that aims to help companies like Amazon predict what products to re-order and when.

364

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

269

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.

190

A team on a mission to build better and more accurate algorithms to predict the future of the US presidency.

134

A tool that predicts the future of hiring using artificial intelligence.

131

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

117

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.

109

A company that wants to build a system that predicts the future of cities as they grow and change.

105

A startup that provides credit to college students based on their predictive ability of their future grades

102

A startup that wants to help people manage their debt, using a predictive system that helps them know whether they’re spending too much or too little.

102

A startup that uses artificial intelligence to predict where companies will be in three years. They’re based in Philadelphia but working with clients around the world.

99

The Startup Genome is a biannual report on the state of entrepreneurship. It is produced by a team of researchers from the University of New South Wales, Sydney, Australia. The report is based on interviews with founders about their businesses, the challenges they face, and their plans for the future. The report is intended to give entrepreneurs, investors, and other stakeholders a comprehensive overview of the startup ecosystem in a particular country, and to help predict trends between countries.

97

A company that predicts how much a customer is willing to spend on a new product and then serves up the product based on that prediction.

97

A “big data” solution that helps food companies track their supply chain and predict how much food they’ll need to produce. The startup’s founders say they’ve already signed up over 500 clients, including Walmart, Nestle, and Cargill.

93

An IoT startup that uses sensors and algorithms to predict when a vehicle is getting a flat tire, and then alerts the driver.

92

A predictive model that recommends products based on the person’s age and income, and also if it’s a “special occasion”.

91

A startup that helps optimize “predictions and projections” for companies.

91

The startup is building a self-learning AI that can help brands predict customer behavior and determine what products to sell.

91

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

90

The app uses algorithms to predict the likelihood that a person will commit suicide. It then sends the person a message to remind them to seek help.

90

A company that is building a model to predict food allergies that can be used by the food industry to help them produce more nutritious, less allergenic food.

89

A web-based P2P lending platform that uses the blockchain to ensure the cashflow of the loan, using AI to predict default rates.

89

This is a startup that’s building a data science team for brands in order to get smarter, more predictive and better at predicting the future of marketing

89

A tool to help predict and prevent the spread of malware, malware-related scams, and other malicious software.

88

A company that aims to help users identify how much they are spending on their utilities each month, and help companies better predict demand.

88

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

87

A startup that wants to build a predictive analytics platform that analyses video to determine what’s going on in the game. It’s good for fantasy leagues and betting.

86

This company uses algorithms to predict what things you like based on your online browsing history and then matches you with like-minded people for future purchases.

86

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

86

A tiny startup with a big mission: it wants to find out what happens to coral reefs when they are threatened by climate change. The company has launched a stand up paddleboard to see how much pollution and sediment a reef can handle, and wants to combine this with data from satellites and drones.  The startup also wants to restore coral reefs and is building a drone to do this.  It plans to use this data to create predictive models of how reefs could react to climate change.

86

A platform that helps retailers figure out how to attract more customers through social media. It uses a combination of data and algorithms to predict who will sign up for their credit card, and who will visit their physical store.

86

The company is building an app that uses artificial intelligence to try to predict what you’re going to want based on what you’ve bought before.

86

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.

85

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.

84

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.

84

A startup that is building an algorithm that predicts the future of retail.

84

A startup that uses a software program to crunch open data to predict land value The startup claims that it can predict land value more accurately than appraisers and cheaper than buying survey data

83

A software platform that allows companies to use their own data to build predictive models.

83

A credit reporting agency that uses AI to predict a person’s financial risk.

83

A company that’s building a “novel” construction management system for construction projects that use “smart data” to predict how expensive a project will be down to the square foot of a building. It’s meant to replace the current method where a project management team manually calculates the costs.

82

A software company that uses AI to predict your monthly credit card payments, based on your current spending.

82

A startup that uses the power of past sales information to predict returns on investments, helping investors make better financial decisions.

82

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

82

A tool that helps companies set up predictive maintenance timers for their equipment.

80

A startup that is building an AI-based system that predicts how a person will perform at a job, based on common traits.

80

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

80

A software platform that aims to facilitate the development of a “predictive model” for the Indian auto industry.

79

A platform that enables big businesses to automate their customer service, using AI and ML to predict customer satisfaction and easy ways to solve customer problems.

79

A virtual assistant that predicts the weather for cities around the world, including New York, London, Hong Kong, Paris, Tokyo, and Mumbai.

78

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.

78

A startup that allows users to automate their interactions with Uber. A spin on the existent “Uber for X” category, Upply pulls in Uber data and uses a predictive algorithm to help predict what a user is likely to say in an Uber interaction and then use that to automate the interaction.

78

 Startup building software for farmers to help them understand weather patterns and predict crop yields. It also plans to create a bank for farmers, and expand into a larger platform for farmers to exchange information.

78

This startup is building a tool that helps restaurants manage the costs of delivery, predicting when customers will order and then using predictive analytics to ensure food is available when they need it.

76

Cored is a healthcare startup looking to use artificial intelligence and data to predict and monitor a patient’s medical outcomes. The company currently has a team of PhDs and uses IBM Watson and Amazon Mechanical Turk to do its work.

76

An AI-driven (no more than 20 people) enterprise software company that is using “human intelligence” to predict and prevent customer churn.

75

A “data mining tool for healthcare companies” that aims to reduce the time it takes to build predictive models for their customers, and to help them make better decisions on who to target for their products.

75

 A platform for online job listings that helps users find the right job for them. It’s also trying to fight discrimination by allowing users to see what the company’s algorithms predict they’ll be paid before submitting a resume.

74

A tool for measuring traffic patterns in real time and making predictions

74

They’re building a credit scoring platform that looks at your credit history, social media presence, and other things to predict your creditworthiness.

74

The company is building a tool for makers to test their products, with the goal of making failure less painful and more predictable.

73

An AI engine that predicts where customers will shop and when they will shop, then puts the right products in the right place at the right time.

73

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

72

A new product from Zensci that uses AI to predict what customers want.

72

A B2B company building an AI tool for sales organizations to track and predict sales pipelines.

71

This startup is building a credit scoring system that combines traditional FICO scores with an algorithm it’s using to predict the likelihood that a person will default on a credit card.

70

A startup that wants to help organizations build better customer service experiences. The startup builds artificial intelligence to help organizations capture customer insights with its software. It claims to be able to predict customer service issues by scanning a customer’s social media activity.

68

A startup that specializes in data mining, targeting the B2B space. The company aims to help companies reduce time spent on data analysis and create models that can predict the lifespan of their assets.

68

A data analytics company that turns data into stories that can be used to tell stories. They have a big focus on the criminal justice system, using real-time court data to help their clients make predictions on when a suspect will be released on bail, or when they will be convicted.

67

A startup that uses AI and an artificial brain to analyze and predict what new products should be in the marketplace.

65

A startup that’s building an AI to help predict the future of the US government by monitoring and analyzing data and information.

64

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

64

A way to make paying taxes easier, with a tool that lets you pay your taxes in a way that’s more efficient than the IRS’ online tools. The startup also wants to make the tax process more predictable and transparent by providing a taxpayer’s tax form for every state, and giving an estimate of what the liability is.

64

A company that builds software to measure and predict the performance of brands

64

A tool that predicts which part of a city you might want to live or work in, based on what’s nearby.

63

A startup that uses artificial intelligence to create a set of data driven, predictive models that can be used to predict possible customer behavior.

61

A predictive analytics tool for all businesses, including SaaS ones, that aims to cut down on customer churn.

60

This startup is building a dashboard for your business that helps you see and predict the best times to work and take vacations.

60

Predictive modeling technology that can help marketers understand where consumers are and what they’re interested in at any given time.

59

An AI-based assist-ive technology for elderly patients. It’s built on Amazon’s Alexa platform and uses artificial intelligence to predict what the doctor will say before he says it, allowing the patient to adjust their behavior based on the doctor’s instructions.

58

A company for people who want to earn money from their data. The startup is building a marketplace for data that matches people with companies that would like to use their data for things like predictive algorithms and marketing.

58

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.

56

A company that helps companies close the loop with their customers, by using a combination of AI and data science to better predict and solve customer problems.

55

The startup has created a predictive analytics tool that helps food companies decide where to open new locations. The startup is focused on the US and UK.

53

A new way for entrepreneurs to get funding. The startup, which launches today, wants to give entrepreneurs access to a “constant stream of regular, predictable investments”.

53

This company makes a predictive analytics tool for human resources departments.

53

A company that is building a marketplace for data that comes from large data sets. TimeNexus aims to make this data available to researchers and teams to help them build out their own prediction models.

53

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.

52

With this company’s “socially intelligent” inventory management system, manufacturers can better predict demand for their products in real time, and thus lower their costs. It integrates with factories’ inventory systems and takes orders and shipment predictions from social networks to figure out where to place a product’s next shipment.

51

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

51

A startup that tracks and predicts sales on Amazon

50

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.

49

A platform that uses AI to predict the outcome of games, similar to a sportsbook and Vegas odds.

47

An AI that helps businesses predict demand for their products before they’re even built.

47

 A company that gathers data from 10 million office spaces around the world and uses AI to predict how offices will be used in the future. The startup, which launched in May, will use this data to help companies with building out spaces in the future, by using it to determine which workspaces are most needed.

46

A “crowdsourced business intelligence platform”. The startup wants to help businesses predict and manage their growth. It launched in May with 1000 customers.

46

A company that’s building a credit scoring system that predicts consumers’ creditworthiness, then helps them build a credit score.

46

A new startup that’s looking to use artificial intelligence to help companies develop and test new products and services. They’re looking to build a platform to pull together all of the publicly available data about products and consumers and teach a neural network to help companies predict how people will interact with their products, which they believe is the key to increasing product adoption. Currently, the startup has $2.5 million in seed funding.

45

A startup that builds a prediction engine for how different financial instruments will perform. It’s first application is a prediction for bitcoin.

45

This startup helps businesses manage their supply chains by using machine learning to predict how business will flow and allowing businesses to better manage and reduce trips to the office.

44

Predicts and enables “data-driven innovation”. The company is looking at building a machine learning platform to help their customers find new ways to use analytics to make their businesses more profitable.

42

A software company that helps retailers predict when to restock a product’s shelf. The startup’s software helps retailers forecast demand and restock in a way that fits within their current inventory.

42

Expense sharing for travel is a growing trend, but Expense Buddy aims to do it better than others by creating a “predictive expense engine” that creates a bill for your trip before you leave, and serves it to you via email or SMS.

41

Nota is building a tool that helps companies calculate their cost of goods sold on on each unit of product they sell. The startup built a tool that can predict and measure the cost of goods sold within an hour.

40

 A company that collects data from credit cards to build a predictive model of which cardholders are likely to pay back their debts (and which ones are likely to default). It’s looking to offer a free model to banks for their riskiest customers.

39

A digital platform that helps retailers predict demand in local markets for holiday products.

38

A startup that uses AI to predict your health, using a mix of data from your medical history and the future to predict your risk for a variety of age-related illnesses. The company wants to use data to provide “preventative care” to people with chronic illnesses.

37

The startup is using machine learning to predict customer retention.

36

A solution that uses AI and predictive analytics to help companies monitor and manage the risk of their business.

36

A startup that’s been using AI to help companies make better financial decisions, allowing them to make “retail-like decisions” that are more targeted and make better predictions.

35

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

35

A software company that uses artificial intelligence to predict the effectiveness of a drug and adjust the dosage accordingly.

34

An AI system that helps content marketers predict how their content will perform and optimize its placement within their marketing campaigns, based on data from their own previous content.

31

A team of futurists based in Tel-Aviv, Israel, that uses data science to predict how human behavior will change in response to various technologies.

30

A startup that wants to give businesses a way to predict new customers based on the behavior of previous customers.

29

A travel service that leverages machine intelligence to anticipate your needs better. It takes into account past similar trips and predicts your next trip in real-time.

28

A self-learning AI engine that’s aimed at predicting customer behavior and building loyalty.

27

A B2B startup that uses artificial intelligence to train machine learning models to help companies predict demand for their products.

24

A startup that uses an algorithm to predict the likelihood that an ad will be clicked on.

24

A startup has built a technology to predict and prevent stock market crashes. The company wants to use its technology to manage the flow of capital into financial markets.

23

A web-based tool to help people plan their financial goals. It’s especially useful for people without an advisor, and uses machine learning to predict where individuals are on the financial spectrum.

22

A Cleveland-based startup that has developed an algorithm that claims to predict the weather seven days in advance.

21

An AI-powered network for the internet of things to share data from devices, enabling devices to talk to each other and enabling the creation of new business models like predictive maintenance and maintenance as a service.

21

A “predictive maintenance” engine that maps out the wear and tear on your car to give you estimates on what parts need to be replaced.

21

This company has built an open-source platform for data science and predictive modeling. The company has built a platform that provides insights into data quickly and cost-efficiently.

20

A startup that uses AI to predict when a conversation will end in a sale, using a combination of keywords and context.

19

An AI based on the brain scans of professional baseball players that can predict at what point a hitter will break his bat on a pitch.

19

This startup is creating “predictive messaging” tools that allow people to get notifications, like when they have a doctor’s appointment, before they actually do.

19

A video series that helps people make better decisions by evaluating their past behavior to predict what sort of decisions they’ll make in the future.

16

This startup system uses a combination of machine learning and custom coding to detect fraudulent activity on ebay and predict the likelihood of a transaction being fraudulent.

16

The company wants to help marketers predict which city will see the most growth in mobile app usage. They’ve built a machine-learning algorithm that generates possible markets based on a number of factors, including population density and the amount of money spent on mobile devices.

15

A machine learning platform that helps companies make more accurate predictions about when they’ll run out of inventory. The startup is looking to build a “data factory” to make its predictions more accurate.

14

A decentralized prediction market, looking to use the power of the blockchain to bring more transparency to public wagers. The startup already has a partnership with the NBA to use data on player performance to create more stable markets.

14

An AI that predicts stock performance based on the news it hears.

13

A machine learning-based system that can predict the viability of a potential investment in minutes, rather than the weeks it takes traditional gatekeepers.

13

A platform company that specializes in predictive maintenance and predictive servicing. They’ll tell you how long your car will last, based on the data and condition of your car.

13

A software company that starts by building a predictive model for which loans are more likely to default and then uses that model to predict which loans are particularly risky. The company then buys up those loans and uses them as collateral for insurance on other loans.

13

Idea: Crowdsourced AI to predict drone flight paths

12

A startup that wants to use machine learning to predict the next trends in fashion. The startup uses machine learning techniques to predict everything from what style will be popular next week to what brands will be the most popular in 3 years.

12

Founded in 2017, the company plans to use machine learning to allow retailers to better predict the needs of their customers and make changes in real time.

12

This startup is building an artificial intelligence that can read texts, detect sentiment, and predict the intent of a text. The company claims it can help organizations eliminate “false positives” and focus on the right people, at the right time.

12

A company that lets businesses forecast demand for their products. They’re currently doing predictive maintenance for industrial equipment.

11

A new way to pay for groceries, with an app that allows customers to scan their items. The app will be able to take payments using cryptocurrency, and use machine learning to predict what customers might buy next.

11

The startup’s a startup looking to disrupt the human resources market in big, old-school companies. With the help of AI and machine learning, the startup wants to make recruiting and hiring more efficient while helping companies tap into the power of data to better predict how well candidates will fit.

11

A machine learning platform for businesses, meant to help them predict which opportunities will be successful, which ones won’t, and which ones they should invest in.

10

A software system for prescribing drugs based on historic data. A predictive algorithm can calculate patient response to drugs and select the best one based on that data.

10

Idea: Personality-based dating app that predicts relationship compatibility It works by asking questions on a sliding scale of topics like religion, politics, sports, and more

9

A startup that wants to help companies make more efficient use of the cloud by using machine learning and artificial intelligence to monitor usage and predict when to cut costs.

9

A company that takes data from sensors embedded in the environment and uses machine learning to power a dashboard that allows easy tracking and prediction of behavior.

8

A startup that uses AI to predict when a customer is about to make a purchase, and then gives you a heads-up.

8

This is a startup focusing on machine learning for the financial services industry. Its platform helps banks build predictions about how customers will act, and help inform decisions.

5

A startup that uses artificial intelligence to replace the need for a call center by predicting customer needs and creating automatic replies.

3

The goal of this startup is to use AI algorithms to combine a person’s genetic information with their lifestyle and health data to predict their risk of diseases. The company is currently in stealth mode.

1

A startup that builds predictive analytics for marketers to help them make more accurate decisions about the products they want to sell.

0

Idea: Use machine learning to predict when equipment will break

-1

Idea: A software company that’s building a tool that helps lawyers and other legal professionals manage their case load It does this by building predictive models that help lawyers understand how they’re spending time, who they should be billing, and how to allocate their time more efficiently It also helps process payments The startup has $0 in funding and was founded in 2017

-1

Idea: A web app that predicts the next card in a Magic: The Gathering game The startup raised $35 million in venture capital and says they have 120,000 active users

-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

Idea: A system for B2B lead generation. It uses a combination of predictive analytics and human intervention to get “the right person at the right moment”.

-1

A software company that helps e-commerce companies manage their operations, using predictive analytics and machine learning.

-1

A startup for meeting planners and event services. A software company that helps companies manage their capital, cash, and expense budgets. A SaaS company that provides companies with an easy way to predict how much inventory they will need to order. An online marketplace that connects hotel merchants, small businesses, and other groups with the company’s hotel partners. A solution for real-estate brokers to manage and share MLS data securely.

-1

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

-2