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Predictive Startup Ideas

5 years ago

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

479

4 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.

384

5 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.

256

5 years ago

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

238

5 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.

179

3 years ago

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

175

5 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.

173

4 years 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.

170

5 years ago

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

168

5 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

165

3 years ago

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

164

3 years 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.

158

3 years 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.

152

5 years ago

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

150

5 years ago

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

147

5 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.

145

5 years ago

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

143

5 years ago

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

143

5 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.

142

5 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.

139

5 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.

134

5 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.

128

5 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.

127

5 years ago

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

123

3 years 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.

121

5 years ago

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

119

5 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.

118

5 years ago

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

116

3 years ago

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

116

5 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.

113

3 years ago

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

102

4 years 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.

97

3 years 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.

96

4 years 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.

95

5 years ago

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

93

5 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.

91

3 years 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.

91

2 years 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.

87

4 years ago

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

85

4 years 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.

82

2 years 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.

82

5 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.

80

4 years ago

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

80

4 years 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.

76

4 years 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.

72

4 years 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.

71

3 years ago

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

70

4 years ago

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

68

3 years 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.

68

2 years ago

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

68

3 years ago

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

67

4 years 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.

66

4 years 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.

66

3 years ago

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

66

3 years ago

A predictive analytics and chatbot platform, focused on retail.

63

3 years 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.

63

3 years 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.

62

4 years ago

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

61

3 years 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.

61

3 years 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.

60

3 years ago

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

59

3 years ago

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

58

2 years ago

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

58

3 years 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.

57

3 years ago

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

57

3 years 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.

56

3 years ago

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

56

3 years ago

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

56

3 years 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.

56

2 years 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.

56

3 years 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.”

55

3 years 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.

55

3 years 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.

54

3 years ago

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

53

2 years ago

A company that builds predictive analytics for financial services companies to help them understand the financial risk of potential customers.

53

4 years 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.

52

3 years ago

A predictive analytics service for healthcare resource planning.

51

3 years ago

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

51

2 years ago

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

50

3 years ago

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

49

3 years 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%.

49

3 years ago

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

46

3 years 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.

44

3 years 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.

43

3 years ago

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

41

3 years ago

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

40

2 years 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.

40

2 years 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.

40

2 years 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.

37

3 years ago

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

35

2 years ago

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

32

2 years ago

A predictive machine learning platform that aids in the growth of companies by predicting what will happen to their sales.

32

2 years 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.

29

2 years ago

They’re building a “predictive nursing test” that can help nurses see how patients will fare with certain medications

29

2 years ago

A predictive analytics tool that finds sales opportunities for sales reps by analyzing the behavior of a sales rep’s existing customers.

27

2 years ago

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

25

2 years ago

A startup that uses a predictive analytics platform to help realtors do post-closing audits of home sellers to make sure they are in compliance with the law.

25

2 years ago

Uses machine learning, artificial intelligence, and predictive analytics to help companies solve their customer acquisition and retention challenges.

23

2 years ago

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

21

2 years ago

An AI that helps companies predict sales in real time. The startup uses machine learning to predict demand, then uses predictive analytics to optimize on that demand.

18

5 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”.

17

2 years ago

A predictive analytics platform that can help companies like ad agencies make more targeted, accurate predictions.

17

2 years ago

A startup that uses predictive algorithms to help companies figure out how to best leverage data to profit from it.

17

2 years ago

A predictive analytics tool that helps companies make better decisions based on data. Notion is based on a predictive model that analyzes the past relationships between companies.

15

2 years ago

The startup is taking a low-tech approach to testing the efficacy of new drugs. The company consists of a series of cameras that sit outside a hospital, collecting images of patients and their symptoms, which it then turns into predictive analytics to help its clients look at things like the effectiveness of new drugs in the market.

14

2 years ago

A platform that offers data science, predictive analysis and decision making for corporate clients. The platform offers analysis on market trends, industry, and consumer research data and trends.

11

2 years ago

A startup that’s building a mobile app that allows businesses to manage their fleets of vehicles, and use predictive analytics to improve efficiency.

5

6 days ago 1 views

B2B tool for restaurants aggregating supplier invoices from fragmented vendors into a single dashboard with predictive inventory ordering to cut food waste by 30%.

1

5 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

5 years ago

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

-1

12 hours ago

A platform that turns shipping container data into predictive analytics for e-commerce brands to optimize global logistics and cut delivery delays by 30%.

-1

3 days ago

A B2B tool for small farms to automate crop sales directly to restaurants via predictive yield analytics and instant pricing.

-6

7 days ago 1 views

A startup for small farms to automate crop monitoring with drone swarms and predictive AI, alerting farmers to pests or irrigation needs via SMS.

-51

8 days ago

B2B marketplace connecting excess restaurant food with local shelters in real-time, using predictive analytics to minimize waste and optimize logistics.

-87

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