Predictive Startup Ideas

3 years ago

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

469

2 years ago

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.

344

2 years ago

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

228

3 years ago

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

209

3 years ago

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.

169

3 years ago

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.

167

3 years ago

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

163

3 years ago

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

157

8 months ago

A software company that specialises in the creation of artificial intelligence for time-sensitive tasks like lead generation, web analytics, and predictive analytics.

154

1 year ago

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.

150

3 years ago

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

144

3 years ago

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

136

3 years ago

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.

134

1 year ago

A predictive analytics tool that helps restaurants better understand their customers and plan accordingly.

132

3 years ago

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

131

3 years ago

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

131

3 years ago

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.

131

2 years ago

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.

130

3 years ago

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.

126

9 months ago

A platform that allows travelers to book airfare and hotels in advance. The startup is building a software platform that will help airlines, hotels and consumers make better decisions on travel with technology that is both predictive and personalized.

124

3 years ago

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.

123

2 years ago

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.

116

1 year ago

A data and management platform for people to manage and grow their online business. The startup is building a data/management platform, called a “Customer Engagement Platform”. It hopes to supplement the analytics and customer management that businesses typically use with a more predictive and nuanced type of data.

116

2 years ago

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

114

3 years ago

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.

112

2 years ago

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

112

2 years ago

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

110

2 years ago

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

104

1 year ago

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.

87

2 years ago

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

85

1 year ago

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.

85

10 months ago

A predictive analytics tool for helping businesses make decisions about their employees. The startup looks at things like how many hours people work and how many days they’re on vacation, and works with companies to help them make better hiring and retention decisions.

85

8 months ago

A tool that helps businesses forecast their costs and how they can save money through a “predictive analytics engine” that can find ways to save money in areas like marketing, operations, and HR.

85

2 years ago

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.

83

1 year ago

A startup that builds a predictive algorithm that can help people get access to mental health services.

78

7 months ago

A startup that combines predictive analytics and machine learning with facial recognition to help retailers improve customer experience

76

1 year ago

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.

71

1 year ago

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

70

2 years ago

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.

69

1 year ago

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.

69

1 year ago

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.

69

4 months ago

A software-as-a-service platform that helps apply machine learning to the data. The startup is building a predictive analytics platform that will be powered by artificial intelligence.

68

8 months ago

A startup that provides an API that allows companies to make better decisions about when to hire, what to hire for, and when to give people bonuses. It also provides an AI-based predictive analytics platform that can identify problem employees in a company.

67

5 months ago

A startup that is developing an AI as a service platform to help companies automate predictive analytics from a variety of data sources.

65

7 months ago

A predictive software company that provides expert advice in the form of a series of recommendations on the customer’s financial situation. The startup looks at the customer’s spending patterns, employer, income, investments, and credit to make a series of suggestions on how to improve the customer’s financial health.

61

1 year ago

The company is building a predictive service to help companies target social media ads.

60

1 year ago

A software platform that will help retailers manage their inventory by taking data from back-of-house systems and predictive analytics.

60

1 year ago

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.

59

1 month ago

A company developing a predictive analytics tool that aims to help hospitals mitigate the risk of expensive, preventable medical errors.

59

1 year ago

A machine learning platform that allows developers to create a predictive model of their own products, testing whether it can predict sales.

58

1 year ago

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

57

1 year ago

A startup that uses a “rules engine” to provide a predictive model for understanding the relationship between various risk factors and their effects on health.

57

1 year ago

A company that helps businesses, especially ones with physical products, sell their wares. It’s using the same sort of predictive analytics to help consumers identify which products are the most popular, and use that information to help optimize their personal shopping.

57

10 months ago

A predictive analytics and chatbot platform, focused on retail.

57

1 year ago

This is a predictive analytics startup for retail and e-commerce sales.

56

1 year ago

A predictive AI firm which uses machine learning to predict which businesses will be the most successful. The idea is that you can get a better idea of how well you’re doing as an entrepreneur by seeing what others are doing.

54

11 months ago

A company that helps determine if a loan is worth making. Fundera’s technology is based on smart contacts, which match up borrowers and lenders and run predictive analytics to determine if a loan is worth making.

53

6 months ago

A startup building a predictive analytics tool for restaurants. Rather than manually input data, users can choose their ingredients and the startup will tell them what it believes will turn out best.

53

4 months ago

An AI-powered medical transcription tool meant to help reduce the costs of medical transcriptionists. The app offers a predictive tool that predicts the best time to transcribe a medical record, and it also gives an income estimate based on the time it would take to transcribe a file.

52

1 year ago

A company that aims to help companies evaluate their sales pipelines, using data and predictive models to help businesses predict how they should allocate resources. A platform that helps companies understand how to optimize their sales pipeline.

51

11 months ago

A platform for helping companies manage their operations and improve their throughput with a predictive software platform.

51

10 months ago

A B2B company that helps “small and medium-sized enterprises” scale through the use of predictive analytics and artificial intelligence.

51

6 months ago

This startup is building a machine learning platform for predictive analytics that uses machine learning algorithms to help companies analyze their data. The startup competes with the likes of H2O, Clarity, and other AI startups.

51

10 months ago

An intelligence company that works with other companies to solve problems by analyzing data and developing predictive algorithms.

50

1 year ago

A startup that builds predictive analytics for retailers. The startup helps retailers understand how consumers are shopping, and how to better target them with ads.

49

1 year ago

A company that’s building a predictive analytics platform that tracks customer behavior to provide predictions on things like when a customer might make a purchase, what they might buy, and how they might make a return.

49

1 year ago

A predictive modeling tool that aims to help local governments make better decisions about where to invest in public transportation.

49

1 year ago

SaaS product that helps businesses manage their marketing data, with a focus on helping organizations increase productivity by segmenting and grouping the data, and using it to create predictive analytics and forecasting tools.

48

6 months ago

A tool that helps users apply their own keyword filters to any pre-existing website and organize their content into spreadsheets to make them more searchable. Just as Google can find your search history and make predictions about what you’re looking for, the tool analyzes your website and makes predictive suggestions.

47

1 year ago

A platform that connects the healthcare industry with patient data to provide predictive care.

46

11 months ago

A startup that tracks, analyzes, and builds predictive models for customer behavior, so brands can tailor their marketing strategies to customers more effectively.

45

10 days ago

A startup for reporting that connects reporters with lawyers, marketing agencies and other businesses that need to create documents such as contracts and leases. The startup is also looking to use predictive analytics to help businesses cut down the time they spend on tedious work.

45

1 year ago

A predictive analytics platform that helps companies see what their customers want before they even know they want it.

44

1 year ago

A software company that helps retail clients to manage their supply chains, by tracking and understanding their inventory, creating supply plans and offering predictive analytics to route the right product to the right person at the right time. The startup says it can help a retailer cut costs by 25%.

43

5 months ago

A payments startup that uses machine learning and predictive analytics to help banks identify customers at risk of fraud.

43

1 year ago

A startup that has been in stealth mode since February and has just now launched their beta version. It’s a piece of software that helps teams build and scale predictive models using machine learning.

41

1 year ago

Transplant is a predictive analytics tool for hospitals, helping surgeons prioritize patients for transplant.

41

8 months ago

A startup working to help small businesses get businesses to their customers by using machine learning and predictive analytics.

41

4 months ago

A micro-finance startup that uses the power of supply chain management and predictive analytics to help micro-businesses grow.

41

1 year ago

A predictive analytics service for healthcare resource planning.

40

10 months ago

This is a startup that sells an AI for “marketing engagement”, by which it means it can help sales geniuses and marketers catch “opportunities, close deals and drive revenue through predictive analytics.”

40

11 months ago

This is a SaaS for predictive analytics for marketing teams. It helps companies analyze data and identify market trends to figure out what will work and what won’t.

36

11 months ago

A tool for HR departments to make better hiring decisions, using predictive analytics and human-curated data.

34

5 months ago

A startup that wants to help companies de-risk their business process with the help of predictive analytics. The startup is building a predictive analytics platform that still allows companies to retain control over some data.

34

4 months ago

A company that uses a combination of machine learning and predictive analytics to show you how many miles you need to drive to earn a certain amount of miles for your next flight.

34

4 months ago

A startup that helps businesses with predictive analytics, and allows the company to track their clients' data in order to predict future revenue. The company provides reports which are color-coded according to risk factors, allowing the CFO to have an easy overview of their client's cash flow and revenue.

32

5 months ago

A company that is building a predictive platform to help the medical community make better decisions about their patients.

31

9 months ago

A “smart, dynamic, and adaptive” predictive analytics tool for banks, pitched as “the next generation of risk management”.

30

3 months ago

A platform that uses machine learning and predictive analytics to streamline the process of recruiting from resumes to phone calls to interviews, saving companies time and money.

26

3 months ago

A content management system for the legal industry that combines predictive analytics with AI and machine learning.

23

3 months ago

A SaaS platform for companies to create data plans based on their specific needs. The company’s service is based around a mix of predictive analytics and machine learning to help companies work out the perfect plan for their data usage.

18

22 days ago

A data analytics and predictive modeling service, which helps companies get better at predicting things like customer churn and fraud risks.

15

10 days ago

A predictive analytics company aiming to help companies predict consumer behavior and improve marketing

10

3 years ago

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”.

6

3 years ago

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

3 years ago

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

-1

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Predictive Startup Ideas

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

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.

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

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

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.

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.

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

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

A software company that specialises in the creation of artificial intelligence for time-sensitive tasks like lead generation, web analytics, and predictive analytics.

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.

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

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

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.

A predictive analytics tool that helps restaurants better understand their customers and plan accordingly.

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

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

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.

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.

A platform that allows travelers to book airfare and hotels in advance. The startup is building a software platform that will help airlines, hotels and consumers make better decisions on travel with technology that is both predictive and personalized.

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.

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.

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

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.

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

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

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

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.

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

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.

A predictive analytics tool for helping businesses make decisions about their employees. The startup looks at things like how many hours people work and how many days they’re on vacation, and works with companies to help them make better hiring and retention decisions.

A tool that helps businesses forecast their costs and how they can save money through a “predictive analytics engine” that can find ways to save money in areas like marketing, operations, and HR.

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.

A startup that builds a predictive algorithm that can help people get access to mental health services.

A startup that combines predictive analytics and machine learning with facial recognition to help retailers improve customer experience

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.

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

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.

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.

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.

A software-as-a-service platform that helps apply machine learning to the data. The startup is building a predictive analytics platform that will be powered by artificial intelligence.

A startup that provides an API that allows companies to make better decisions about when to hire, what to hire for, and when to give people bonuses. It also provides an AI-based predictive analytics platform that can identify problem employees in a company.

A startup that is developing an AI as a service platform to help companies automate predictive analytics from a variety of data sources.

The company is building a predictive service to help companies target social media ads.

A software platform that will help retailers manage their inventory by taking data from back-of-house systems and predictive analytics.

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.

A company developing a predictive analytics tool that aims to help hospitals mitigate the risk of expensive, preventable medical errors.

A machine learning platform that allows developers to create a predictive model of their own products, testing whether it can predict sales.

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

A startup that uses a “rules engine” to provide a predictive model for understanding the relationship between various risk factors and their effects on health.

A company that helps businesses, especially ones with physical products, sell their wares. It’s using the same sort of predictive analytics to help consumers identify which products are the most popular, and use that information to help optimize their personal shopping.

A predictive analytics and chatbot platform, focused on retail.

This is a predictive analytics startup for retail and e-commerce sales.

A predictive AI firm which uses machine learning to predict which businesses will be the most successful. The idea is that you can get a better idea of how well you’re doing as an entrepreneur by seeing what others are doing.

A company that helps determine if a loan is worth making. Fundera’s technology is based on smart contacts, which match up borrowers and lenders and run predictive analytics to determine if a loan is worth making.

A startup building a predictive analytics tool for restaurants. Rather than manually input data, users can choose their ingredients and the startup will tell them what it believes will turn out best.

An AI-powered medical transcription tool meant to help reduce the costs of medical transcriptionists. The app offers a predictive tool that predicts the best time to transcribe a medical record, and it also gives an income estimate based on the time it would take to transcribe a file.

A company that aims to help companies evaluate their sales pipelines, using data and predictive models to help businesses predict how they should allocate resources. A platform that helps companies understand how to optimize their sales pipeline.

A platform for helping companies manage their operations and improve their throughput with a predictive software platform.

A B2B company that helps “small and medium-sized enterprises” scale through the use of predictive analytics and artificial intelligence.

This startup is building a machine learning platform for predictive analytics that uses machine learning algorithms to help companies analyze their data. The startup competes with the likes of H2O, Clarity, and other AI startups.

An intelligence company that works with other companies to solve problems by analyzing data and developing predictive algorithms.

A startup that builds predictive analytics for retailers. The startup helps retailers understand how consumers are shopping, and how to better target them with ads.

A company that’s building a predictive analytics platform that tracks customer behavior to provide predictions on things like when a customer might make a purchase, what they might buy, and how they might make a return.

A predictive modeling tool that aims to help local governments make better decisions about where to invest in public transportation.

SaaS product that helps businesses manage their marketing data, with a focus on helping organizations increase productivity by segmenting and grouping the data, and using it to create predictive analytics and forecasting tools.

A platform that connects the healthcare industry with patient data to provide predictive care.

A startup that tracks, analyzes, and builds predictive models for customer behavior, so brands can tailor their marketing strategies to customers more effectively.

A startup for reporting that connects reporters with lawyers, marketing agencies and other businesses that need to create documents such as contracts and leases. The startup is also looking to use predictive analytics to help businesses cut down the time they spend on tedious work.

A predictive analytics platform that helps companies see what their customers want before they even know they want it.

A payments startup that uses machine learning and predictive analytics to help banks identify customers at risk of fraud.

A startup that has been in stealth mode since February and has just now launched their beta version. It’s a piece of software that helps teams build and scale predictive models using machine learning.

Transplant is a predictive analytics tool for hospitals, helping surgeons prioritize patients for transplant.

A startup working to help small businesses get businesses to their customers by using machine learning and predictive analytics.

A micro-finance startup that uses the power of supply chain management and predictive analytics to help micro-businesses grow.

A predictive analytics service for healthcare resource planning.

This is a startup that sells an AI for “marketing engagement”, by which it means it can help sales geniuses and marketers catch “opportunities, close deals and drive revenue through predictive analytics.”

This is a SaaS for predictive analytics for marketing teams. It helps companies analyze data and identify market trends to figure out what will work and what won’t.