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Identify Startup Ideas

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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

The startup is a spin-off of a company called Hint, which was founded in 2015 to help people make better decisions about personal finance. The data can be used to help consumers identify opportunities for savings and investments, and Hint says one in three Americans don’t have enough money saved.

141

Idea: A startup that works with companies to help them identify issues with their data and improve their data science

134

Idea: A startup that helps companies hire entry-level engineers by arming them with a set of pre-screening questions that help them identify potential candidates

123

A network verification tool to help businesses identify fake users on their site.

121

A company that wants to use AI to identify fraudulent texts, emails, and calls before they’re delivered to your phone.

120

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

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

107

A startup that’s changing the way companies work with their contractors. You can enter into a contract with a contractor, who can then select from various projects to work on. The startup wants to help companies identify the right contractor for the job, and then manage the relationship with the contractor.

105

A startup for finding and “following” people you’ve met, using data from all your social networks and identifying the people you’ve never met.

102

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

101

A tool that helps identify the people that need to be at a meeting, and the people who are already there.

101

A tool to help teachers identify students who need extra support, and groups them together so they can receive help and support.

98

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

98

A software company that wants to help companies manage their risk before a crisis, helping them quickly identify areas of risk and put in place mitigation strategies.

97

The founders of this startup are building a device to help you identify the origin of your food. It can be used to eliminate food fraud, and help the world’s poorest populations.

96

A mobile app for identifying the people you meet in a bar.

96

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

93

This startup aims to help people identify the underlying cause of their pain and then sell them an app that’ll help them treat it.

92

A monthly membership service that helps companies identify and recruit technical talent. The company boasts $1 million in recurring revenue and says it has already grown its team from 10 to 30 people.

92

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

91

A startup that provides a way to identify fake news by tracking the amount of engagement it gets on social media.

91

A hardware company that wants to create smart hardware to help people manage their lives. The company wants to build smart devices that can help people find what they’re looking for, identify emotions, monitor health, and automate household tasks.

91

An agency that helps organizations “build agile teams, identify and craft the right growth strategy, and build the right retention and customer experience programs.”

89

The founders of a startup that helps veterans and employers identify and hire each other.

89

A startup that uses AI to identify what companies will be impacted by the city’s transportation-tech initiatives, so they can be more strategic in their expansion plans.

88

A startup focused on making it easier for employers and HR professionals to manage the onboarding process. The company is building a process for hiring new employees that’s “one of the most frustrating parts of the process”. It would be used to help the company add new employees, fix the onboarding process, and help identify the right kind of jobs for the company.

88

A tool for identifying and preventing fraudulent donations to political campaigns.

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 startup that helps mobile app developers manage their costs by identifying the best time to purchase and sell mobile ads It’s currently working with 500 developers to help them optimize mobile ad spending

87

A startup that uses facial recognition to identify and tag art pieces in museums. The startup has a $3.5 million Series A to build out its platform, and plans to expand to other museums.

86

A company looking to do something similar for movies, using machine learning to identify patterns in images.

86

A startup that wants to make it easier for people to find work in their area by selling them a tool to identify the top jobs in an area.

86

A startup that uses artificial intelligence to identify patients’ symptoms and offer suggestions on how to treat them.

86

A tool designed to bring transparency to the loan origination process, helping to prevent fraud, identify the best loan products, and save lenders money.

85

A SaaS platform that helps companies identify people who would be a fit for their teams, and then find and hire them.

84

A startup that helps people track their workouts and plan healthy meals. The startup is focused on helping people who are healthy and want to keep it that way, and the company says that because the company’s algorithms are based on historical exercise data, it’s able to identify trends that are more accurate than what a person might individually determine for themselves.

83

A product that helps you identify which time of day you should be eating food and which foods are best for you.

83

A web-based platform that aims to help companies make sense of their data, helping them to identify and resolve issues quickly.

82

A startup that uses AI to help companies identify and eliminate wasteful expenses by learning from previous transactions.

82

This startup helps consumers identify which products are made from recycled materials.

82

A startup building a secure network for physical and digital authentication. The startup wants to help banks and other financial institutions identify and authenticate their customers via their physical presence at a branch or ATM.

82

A product management platform for agencies, developers, and designers that helps companies plan, identify, prioritize, and integrate features for their software applications.

81

A project at the University of California, Berkeley that uses machine learning to classify and identify patterns found in images.

80

A B2B service for the financial industry that helps banks identify potential customers and understand their spending habits.

80

A startup that helps companies identify and fix inefficiencies in their marketing processes, and then helps them make better marketing decisions.

80

Using AI to help companies identify and eliminate loan fraud and waste.

79

A platform that helps consumers identify “high quality” products from “low quality” ones.

79

A tool to help companies identify which of their customers are at risk for churn, allowing them to target people who might be worth their time.

79

A startup that helps corporations collaborate with small businesses on their products. It helps companies identify and get to know potential partners, then helps them negotiate deals and move toward production.

77

 A security/protection service for businesses, working to identify threats and mitigate them before they become a problem. The company has an AI component that’s meant to flag risky behaviors in real time, and has a proactive component that flags any unusual activity.

77

A Toronto-based startup that wants to unify and improve the sales process with a sales platform that’s designed to help salespeople find sales opportunities, identify opportunities, and close deals.

77

In an effort to identify people who are interested in starting a business, the Y Combinator Summer School offers select entrepreneurs the opportunity to learn from Y Combinator fellows while also receiving mentorship from Y Combinator partners. Since the school’s launch in 2011, over 400 students from around the world have participated.

76

The app allows you to identify and customize the songs you hear in stores.

76

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

76

A 3D facial recognition tool that allows users to take selfies and instantly identify who they are and where they are. The idea is that it can help businesses reduce the risk of theft.

76

A company that will help any business identify the best employees to hire for the job.

76

A B2B startup that’s building a SaaS platform for wholesalers to help them manage inventory — allowing them to identify mispricing, under- and over-supply and other issues that could affect their bottom line.

75

A company that provides “a complex API that enables companies to identify the right type of person for a job”, based on digital data. It currently has $1.6 million in the bank.

74

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

74

The startup is developing a personalized learning platform that connects students with academic experts, helping them identify their strengths and weaknesses and to improve their grades. In a space that typically focuses on grades, the startup is looking to provide a holistic approach to learning.

73

A healthcare provider that uses AI to help doctors identify chronic illnesses and recommend effective treatments.

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

This startup is looking to help companies find and hire the best team, whether they’re a startup or an established enterprise. The platform is built around identifying and assembling the right people for the job, helping employers quickly find and hire the right employees.

70

A company that uses computer vision to identify objects and provide a simple way to find products that people are looking for. The company is launching on Amazon Web Services (AWS).

70

A platform for identifying “problems” with your photos. The company has built an algorithm that identifies things like “your face looks too small” or “your background looks weird in this photo”.

70

A system for automatically identifying potential threats on the internet and alerting users through push notifications.

70

A platform that helps businesses optimize their supply chain by helping them to analyze data in real-time and identify opportunities for growth. They charge a standard rate of $150 per month per company.

69

The startup helps ISPs monitor the level of network performance in their network, helping them identify problems and fix them before they can affect the quality of service for customers.

69

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

68

A company that aims to help companies track spending for every product they ship and identify opportunities to reduce costs.

67

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

66

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

64

A machine-learning software solution to optimize customer experience by identifying and removing unproductive clicks.

62

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

61

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

59

A platform that allows businesses to identify and hire the best talent for any job they’re hiring for.

59

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

58

A startup aimed to help people get the best possible deal on their car insurance. The startup’s software analyzes an individual’s driving history and compares it to a carrier’s pricing data to identify the best deal. The startup’s policy is to take a 0.5% commission off the top.

57

A series of privacy tools that’s meant to help people identify and fix security risks

57

A mobile app that helps people manage their social media profiles. The startup is currently focused on identifying influencers and helping brands manage their social media presence.

56

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

56

This company is building software that helps companies identify and manage their corporate gifting needs.

54

A tool that helps businesses identify potential employees by answering the question, “What’s the guy or gal who would be a great addition to our team”.

54

A startup that helps companies buy chemicals for industrial processes. It works by helping companies identify chemicals by web searches and then matching them to the exact chemical they’re looking for.

54

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

54

A startup building a computer vision platform to help businesses more efficiently identify and track the performance of their products.

54

Interactive Q&A that helps users identify the problem at hand and find the right solution.

53

A technology platform that helps businesses identify new markets, customers, and business opportunities.

53

A startup that uses AI to identify fraudulent ads, bolstering security for publishers.

53

Provides a way to identify, and then communicate with, identified individuals who are in the process of going through a government program. The startup is currently in the process of raising funding.

52

This company is building a platform to help merchants in the UK identify which of their customers are most likely to close a sale. It’s a tool for retailers to get better at selling to their customers.

51

A tool that helps businesses identify the best-performing social media posts and shares across various media platforms.

51

A startup that aims to make it easy for HR teams to identify potential candidates using behavioral analytics.

46

A platform that helps people identify viable business opportunities. The startup helps entrepreneurs identify markets, feasibility, and other factors that make their business ideas viable.

46

This startup helps identify fraud in the ecommerce industry by identifying network traffic patterns that indicate a high level of fraud.

44

A system that helps you figure out if a new product is a good fit for your business based on past purchases. It helps you identify the things you buy and where you buy them, then uses that information to make recommendations.

40

The team behind the app is looking to work with new and existing government agencies as part of the White House’s national cybersecurity framework. They want to help the Federal government more quickly and efficiently identify and contain cyber threats.

39

The founders of this cloud-based recruiting startup say that they’ve discovered that many people don’t have a good idea of what their job responsibilities are. They’re building an application that can help people figure that out, and then identify the best fit for each position in the pool.

39

A community of people who have “fancy” allergies. The startup helps people with allergies to plants, animals, sewage, mold, and other substances identify which substances they’re allergic to, and share their reactions.

38

A voice-activated assistant that uses machine learning and a proprietary technology to identify critical situations and send messages to users’ phones. The app is meant to serve as a safety companion when users are out and about, guiding them through social situations, helping them get home safely, and handling the occasional emergency.

36

A software that uses a data-driven approach to help identify potential drivers of consumer sentiment.

36

A tool to help recruiters identify the best candidates for each job. For instance, if an ad says a certain job is in Chicago, the tool can look up the average salary and job openings to determine if this job is a good match.

33

A platform that helps identify and connect brands with influencers, and enables influencers to sell their own content.

33

This startup is building a toolset for identifying fake news and hoaxes on the web. It’s a service for news organizations, who can use it to filter out fake news stories and prevent them from appearing on their site.

27

The startup is building a platform for developers to create tools that help identify and prevent fraud for both consumers and businesses.

26

A startup that uses AI to help retailers understand how their customer demographics are changing. The company says it can help retailers identify who their new customers are, and how they’re growing.

25

An artificial intelligence startup that wants to tackle the problem of inefficiency on the supply chain, using AI to identify problems and then using those insights to improve efficiency.

24

A startup for identifying the cause of “silent theft”, using the smartphone’s GPS to track the location of the device.

24

An AI-based service that helps people learn to identify the most important books in their library.

24

This startup wants to take the guesswork out of what you should eat by using the power of data to identify nutrient combinations that will provide the most nutrition.

23

A tool to help teachers identify and meet the needs of their students.

23

A startup with a tool that helps recruiters and HR managers identify and reach out to top candidates.

23

As part of the Make Tech Easier project, the team is building a tool to help non-tech folks make tech purchases. They have a custom loyalty card that helps users identify the problem they want to solve, then build a purchase workflow. The startup now has $6,000 in monthly recurring revenue after just a year in business.

22

A company that uses machine learning to identify and block online ads that are malicious.

22

 A company that uses big data to help companies identify employees who are at risk for being insubordinate or having other behavioral issues. Their app  is combining behavioral science with AI to identify troubled employees.

21

An AI-powered platform that can provide insights to help companies identify, identify, and reach talent.

21

A startup that helps companies build customer engagement campaigns around campaigns that are already successfully running, using their data to identify the best campaigns to cross-promote.

20

A company that uses machine learning to identify your sleeping patterns to help you optimize your sleep schedule

19

A startup that uses AI to help people identify and avoid fraudulent phone or email scams.

18

A VC-investing platform that focuses on using AI and machine-learning to identify companies with potential.

18

This startup helps you identify and book a doctor for a particular ailment in a matter of minutes.

18

A startup that’s helping companies monitor and track their warehouse operations. The startup helps companies with its automated warehouse management software, which helps companies track shipments, identify problems, and cycle shipments more quickly.

18

A Y Combinator company that wants to use AI to help deaf people communicate. It has built an app that relies on a smartphone’s built-in camera to help users correctly place and identify objects and facial features.

17

A company that helps get you a loan from a bank or credit union. The startup uses a crowdsourced approach to identify customers who are in need of a loan, and then gets them in touch with a lender.

17

The company is building an AI-powered platform that uses machine learning and natural language processing to automatically identify and recommend products to customers.

17

A company that uses an algorithm to identify the most popular pieces of content on Instagram, YouTube and Reddit, and connects advertisers to those users.

17

A startup that helps businesses identify, qualify, and acquire users on Facebook. The company has been framing its pitch as a way for businesses to organize and manage their Facebook pages and pages for their customers.

16

"A security system that automatically detects and reports any attempts to hack into the system. They’re developing it in order to identify hackers before they can do harm."

16

The company is building a facial recognition product for hotels, enabling them to identify guests from photos and automatically adjust room rates. In this way, staying at a hotel is a more seamless process – the process of checking in and out is handled automatically.

16

A startup that wants to use AI to identify and flag “fake news” on social media

16

A “bottom of the funnel” growth platform for B2B companies. Based in Vancouver, the platform helps businesses identify leads and convert them into paying customers.

15

A company that offers a way for employers to connect with potential employees and vice versa, building a platform that enables employers to identify and connect with prospective employees that match their needs.

15

A company that makes it easy to identify and purchase patents.

15

A platform that helps companies identify and address the issues that keep them from scaling.

14

This is a service that helps businesses identify their most valuable clients in order to better understand what they want and need.

14

A tool to help small businesses identify and actively manage their customers. The startup is already up and running in New York City.

13

The Talent Ally platform helps restaurants and hotels identify and hire the best employees. The startup is working with over 1,300 restaurants and hotels to offer training, job listings, and improvements to their business.

12

This company is helping people to give their money to the right charity. It uses an algorithm to evaluate charities to identify the best options, and has already donated over $1,000,000.

11

Parchment is building a personalized education platform for students, parents, and teachers. Parchment uses artificial intelligence to identify the people in your life who share your interests, then helps match them with relevant educational content.

11

An online subscription service that helps members identify and obtain the best seats for live sporting events.

11

This is a startup that aims to make it easier for financial institutions to raise capital by using machine learning and AI to identify potential high-return investment opportunities.

11

A startup that is building a service that helps recruiters identify and recruit technical talent. The service allows recruiters to search and view talent’s online resumes and portfolios.

9

A company that’s building a platform to help identify and correct security vulnerabilities in connected devices. The company works with vendors to target their devices and comes up with a fix.

9

This company wants to help companies to optimize the utility of their employees by identifying their employees’ biggest challenges and to provide them with the tools to overcome them.

9

A startup that is creating an app that allows people to identify and book haircuts, color treatments, and other hairstyling services in their home or office. The startup is also partnering with salons to offer financing options for salon services.

9

A tool for identifying mistakes in contracts, especially for real estate and litigation. It uses machine learning to identify errors that lawyers could miss and then help engineers fix them.

9

A platform that helps to identify people with a specific illness, then provides personalized treatment plans for them.

9

An analytics tool that helps companies troubleshoot their customer service, identifying the best time and day to call and the best time to email. The startup wants to use AI and machine learning to help companies make better decisions around their customers.

5

A subscription-based digital platform that helps companies use data to identify trends and make better decisions for their businesses.

4

A B2B company that helps “identify the root cause of Web performance issues by providing insights into how users interact with a website”.

0

A startup that helps people learn how to self-identify birds in their backyard

-1

A startup that provides a service where you can upload a photo and it will identify all of the different animals in the photo

-1

Idea: A cybersecurity startup that’s building a tool for identifying and removing rogue access points to corporate networks.

-1

Idea: A “self-driving” AI-based assistant that helps companies identify and solve problems within their manufacturing processes.

-1

Idea: A B2B company that helps banks and financial institutions identify and classify the payments they receive.

-1