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Predict Startup Ideas

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

120

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

116

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

98

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 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.

84

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.

82

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

80

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.

79

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

77

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

76

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

75

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.

75

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

75

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

74

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

74

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

74

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.

73

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.

72

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

71

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.

71

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

70

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

70

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.

69

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 “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.

69

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

69

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

69

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

67

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.

67

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

67

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

66

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

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 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

63

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

63

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

63

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

62

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

62

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

62

 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.

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

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

60

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

59

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

59

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.

59

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.

58

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

57

 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.

57

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.

55

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.

54

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.

54

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.

53

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.

53

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.

52

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

49

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

49

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

48

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

46

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

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

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

42

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.

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

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

37

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

37

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.

36

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”.

36

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

36

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.

35

A startup that tracks and predicts sales on Amazon

34

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.

32

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

31

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.

31

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.

30

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

30

 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.

29

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

27

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.

26

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

26

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

23

The startup is using machine learning to predict customer retention.

23

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.

17

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.

14

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.

4

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

1

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: 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

-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: Crowdsourced AI to predict drone flight paths

-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 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