Trending December 2023 # Top Mobile App Development Ideas For Startups # Suggested January 2024 # Top 15 Popular

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Are you one of those who forget some of your normal tasks? Well, you don’t need to worry about it. The life of every individual is busy with some or the other stuff. We as an individual try to complete all the basic tasks without missing out anything.

In such a case, you can very well manage your work and routine via Mobile apps. The increment in the demand for mobile applications has been increased drastically.

The different online apps are successfully fulfilling the demand of different target users. Not only this, on-demand apps are meeting the business needs on time. In case you are looking for mobile app development ideas, keep reading the content.

Furthermore, a startup company demands innovative ideas. So, you need to have a good understanding of the mobile app development trends. Here, in the below-mentioned points, you will get different app development ideas. With the help of ideas, you can achieve success in the business. Undeniably, your relation with your client will get strong.

Top  Mobile App Development Ideas 1. Augmented Reality

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2. Chatbots

It’s possible to enhance your relationships together with the client by proffering quick answers to the questions. In the event you’re not in the practice of waiting for long hours to receive your response, then use chatbots.

3. On-Demand Apps

Whether or not you would like to purchase your favourite meals, reserve a cab, or purchase a product, then you are able to depend on on-demand apps. The online-demand program focuses on the various age categories of target clients.

4. Medicine App

You are able to use your medication app from anyplace, anytime. You do not need to take the pains to endure in a queue to purchase the medicines. The requirement for the medication app had improved from the Covid 19 outbreak.

5. Health Tracking App

By employing the health tracking app it’s possible to keep proper track of your wellbeing. Aside from that, you might even make the best utilization of meals suggested based on sex, age, and health.

6. Food App

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7. Book a Table

No one likes to wait away from the favorite restaurant. So to prevent the waiting period, you can reserve a table on your own. This way, you may enjoy your meal with your friends/family.

8. Books App

Everybody does not have a sufficient quantity of cash to buy the publication. In this situation you’ll be able to download the pdf file of this book and revel in reading the publication of your own choice.

9. Tutor Online

The education system has changed a good deal from the covid times. The schooling system has embraced the methodology of online courses. We can say it has altered the standard technique of education.

10. Dating Apps

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Best 10 Ideas For Successful Mobile Application Development

A fully functional, feature-rich mobile app is essential for business success. Based on 2023 data, the global revenue generated by mobile apps amounts to more than 462 billion U.S. Dollars. An average user spends 87% of their time using mobile apps, as well as entertainment and networking applications. Because of their tailored user experience, mobile applications are referred to as websites. A mobile app that offers a seamless client experience is essential for any small business or start-up. It also helps to align with the company’s vision, goals, and values. A seamless mobile application with an enhanced user experience is ideal. This can be achieved by hiring top-rated mobile app developers.

Here are some tips to help you find reliable partners for mobile app development.

Find scalable and experienced development companies.

Review and read testimonials from clients.

Find firms that have similar industry experience.

Review your portfolio and previous work.

Discuss the best support system and cycle.

Top 10 Tips for Mobile Application Development Success Examine Target Audience preferences

Personalized User Experience

A user interface that is fully functional, and has unique appearances and features, along with tailored features and experiences, makes it a great experience. It is important that mobile applications work smoothly on both Android and iOS because there are differences in the operating systems. Basic features, compatibility, agility, and speed should all be considered in order to create a customized user experience that is suitable for many situations and a diverse customer base.

Analyze of Competition

SEO Friendly

SEO is a key component in marketing a small business application. To increase the visibility and rankability of mobile apps, both search engine optimization and application optimization should be used.

Select The Right Language and Framework

The framework used is key to the success of any mobile app development project. Different projects require different frameworks. There are many options available, including iOS and Android app development. Thorough knowledge of the language and an understanding of the benefits of the framework can help you code in a simple and easy way. Startups can greatly benefit from the right framework by reducing costs, and time and increasing efficiency.

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Create A Similar Offline Experience

Simplify Limit The Number of Ads

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Testing and Support

Select The Right Partner

Mobile app development is the best choice because it provides the right tools, practices, and benefits that will benefit startups throughout the development process. An agile, reliable, and scalable development company will provide support throughout all phases of development, from brainstorming to testing. A mobile app’s success rate is dependent on its ability to leverage the expertise of the company’s professionals, which often align with your vision.

Different Phases Of Mobile App Development

For successful development of mobile apps the whole process of development goes through different phases to make sure that the user finds the app the best fit.

The applicable steps, stages and phases that the mobile app development company must follow are as follows:

Different phases of Mobile App Development

Mobile app ideation phase

The first phase towards developing a mobile app is summarizing the whole idea of creating an app.

Know the targeted audience and what features are to be included and what not.

Knowing the requirements of the users and working accordingly will help you get the desired results from the app.

Getting solutions and thinking from both the views of the parties will provide the perfect solution in the creation of the app.

The questions that need to be answered are the features that are to be included in the app whether it is discussing the user interface, integrated infrastructure and all the things that decides the value of the apps.

Some specifications that make the app unique and different from all the other apps with the same functionality should be noted and implemented.

Mobile app design phase

The mobile app design phase is the second phase in the development process where the nature of the app is to be discussed which further decides overall design of the app.

The type of platform to be adopted for the app gets decided in this phase of development.

When the designer team comes along to work with the developmental team they know the platform which needs to get laid as they both know the project requirements and the needs of the audience.

Through workflow designs, charts and distribution of responsibilities further gets more clarified.

Defining and assigning the different roles and responsibilities with developers and designers helps in speeding up the whole process of development.

The blueprints of the app get finalized in this process and developers manage all the things with regards to including  the features in the app or to use the basic features.

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Mobile App development phase

The mobile app development is more technical and the phase also defines the  technicality of its structure, stack and milestones.

The three major parts in development of the mobile apps are:

Back end server technologies

Back-end refers to the database which is indirectly accessed by the users without their acknowledgement. The back end code includes more than two programming languages.


Application programming interface is the communication that takes place between the app and the back-end database.

Front End

It refers to the vernacular mobile app part that the ultimate user utilizes randomly and regularly.

Mobile apps must possess an user friendly approach that manages API’s and back-end perfectly to manage the provided data.

Mobile App testing phase

Through successfully completing the developmental phase and cleaning all the errors which were earlier faced in the developmental stage makes the apps more user friendly and appropriate.

The software for the apps needs to get tested in this stage of development. By testing the software we can fix the bugs and errors in the code and programs before the launch of the app.

Repetitive tests and accurate reviews helps the developers and designers to know that everything is in the calibration.

The app often goes for much hard testing to make sure that the components and rest of the software things are functioning well and according to the needs.

The potentiality of the app after the tests decides the launch of the app on the store.

Mobile app deployment stage

After discussing the basic idea of the app, designing, developing and testing. The next step is to deploy the mobile app.

The apps have successfully passed all the tests and have generated positive reviews for its functionality.

Immediately when the app gets certification and is ready for its deployment. The sales and marketing team comes into the picture where they promote the app before its actual launch to generate more curiosity among the individuals.

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Mobile app maintenance and update

On the functioning side of the customers after the few months of the launch of the app.

The apps are required to get first hand user experience, collect its important functions, performance data, provide necessary updates and its technical evaluation gets done.

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Summing up

Every phase in the mobile app development industry is comprehensive and broad for its excellence and functionality.

Developing an application which perfectly matches the needs of the users along with achieving the objectives of the apps must be dealt accurately.

The future of the apps will depend on the developers whether they can fix the bugs and errors before its launch.

Vishal Virani

Vishal Virani is a Founder and CEO of Coruscate Solutions, a leading Uber-like taxi app development company. He enjoys writing about the vital role of mobile apps for different industries, custom web development, and the latest technology trends.

5 Content Marketing Ideas For Health Tech Startups

If you are in charge of the content marketing efforts for a healthcare technology startup, you have lots of challenges and opportunities facing you. Before you start your content marketing efforts, check out these strategies.

Add a Human Touch

One issue that vexes businesses in the healthcare industry is the perception that dollars and data matter more than people. The perfect medium for challenging this perception is content marketing. Create content such as employee bios and your company story. Let people know about your and your staff’s passion for your product and commitment to wellbeing. As you create your overall strategy, be sure your focus remains on showing that you care and providing wellness information rather than pushing sales.

Provide Answers Your Audience Can Understand

Information is important to your audience. Your ability to provide that information in a way that a lay person can understand it, is extremely important. Avoid medical jargon in your content marketing. You may think that using complex terms will increase the perception that you are an expert in your field, but the reality is you will just confuse people and drive them away.

Give a Gift

This strategy is not unique to healthtech. However, the gifts you choose to give should be. For example, if a consumer provides you with their email information to subscribe to your monthly newsletter, you could include access to a free trial of your product. If another customer submits information to receive a free quote, you could provide them access to a free eBook with wellness tips and healthy recipes. Giveaways are a great way to thank your customers when they complete micro conversions. Keeping the giveaways focused on healthcare related products helps to cement your branding.

Lebron Meng, founder at Check Pregnancy says this about using gifts in healthcare, content marketing:  

“People associate so many negative things with the healthcare industry. In fact, if you bring up words such as doctor’s appointments or medical treatment, and people associate that with bills and financial hardship. Even a lot of wellness outreach efforts are seen as guilt inducing. In the midst of all of this, a simple gift is really meaningful.”

Share Customer Stories Not Testimonial

For some industries, testimonials are a great thing. The basic formula of a testimonial is this. Description of problem + description of negative impact of problem + description of how product X solved problem + description of positive results due to solving problem = testimonial. That’s not enough for the healthtech industry. Instead, encourage customers to share their stories, just like you encourage your staff to share theirs. For example, a testimonial might look like this:

I’ve been struggling to make it to doctor’s appointments due to my work schedule. I’ve even had to skip over important well visits with my doctor. Thankfully, the 24-hour clinic that is now available at my local pharmacist can see me at any time. I can even download their app to access my health records 24/7. My health needs will never get put on the backburner again.

In contrast, here’s how a story will look:

Two months ago, I had an important appointment with my doctor. Then, my boss told me I had to work mandatory overtime. I couldn’t say no. So, I called to reschedule my appointment, and I was told it would be six months before I could be seen again. I was devastated. I’d been dealing with painful symptoms for months and had no answers. Now, I was put off for another six months. Why wasn’t there a healthcare option available for people like me, where access was a priority? Thankfully, a friend told me about a new health center that was open 24 hours per day. I can even use their app to access my records and submit questions to the nursing staff.

Put Your Spin on Healthcare News

Think of all of the healthcare stories that have hit the news over the past year. The Zika virus, Martin Shkreli, The Affordable Care Act, and the recent Aetna crisis are just three examples of major news breaking stories. When these stories break, people often don’t know what to think. This is why your input is so important. Keep track of trending healthcare news. Then, take the role of a thought leader and give your expert opinion and perspective.

Top 100 Artificial Intelligence Startups To Lookout For In 2023

Artificial intelligence is the combination of two amazing concepts namely science and engineering. With the infusion of disruptive trends and human intelligence, intelligent machines and intelligent computing programs are emerging. Slowly, the flare of innovations moved away from IT and entered into diverse industries including healthcare, education, finance, marketing, business, telecommunication, etc. Organizations realized that by digitizing repetitive tasks, an enterprise can cut the cost of paperwork and labor which further eliminates human error, thus boosting efficiency. Automating processes involve employing artificial intelligence solutions that can support digitization and deliver data-driven insights. Artificial intelligence startups emerge as a ready-made solution provider that supports every company’s individual needs. AI startups in 2023 use big data to sophisticated AI models and leverage new solutions that could better serve customers. Analytics Insight has listed the top 100 artificial intelligence startups that are driving the next-generation development in technology.  

Top 100 Artificial Intelligence Startups

1. 8topuz

Headquarter(s): Limassol, Cyprus Founded: 2010 Focus Area: AI Trading Software, Automated AI Software Sector: Fintech Website: 

2. Accrad

Headquarter(s): 2023 Founded: Cape Town, South Africa Focus Area: Artificial Intelligence, Deep Learning, Medical AI Software Sector: Healthcare Website: 


Headquarter(s): Suntec Tower One, Singapore Founded: 2023 Focus Area: Influencer Marketing, Data-driven Marketing Solution, Big Data Sector: Marketing Website: 

4. Affirm

Headquarter(s): San Francisco, California Founded: 2012 Focus Area: Artificial Intelligence, Machine Learning, Data Science Sector: Fintech Website: 

5. AI. Reverie

Headquarter(s): New York Founded: 2023 Focus Area: Artificial Intelligence, Big Data, Machine Learning Sector: Diverse Industries Website: 

6. Aidoc

Headquarter(s): Tel Aviv, Israel Founded: 2023 Focus Area: Image Analysis, Artificial Intelligence Sector: Healthcare Website: 

7. Aira

Headquarter(s): California, United States Founded: 2023 Focus Area: Wearable, Software, Assistive Technology Sector: Computer Software Website: 

8. Airobotics

Headquarter(s): Tel Aviv, Israel Founded: 2014 Focus Area: Automated Drones Sector: Mining, Seaports, Oil & Gas, Industrial Facilities Website: 

9. Aisera

Headquarter(s): Palo Alto, California, United States Founded: 2023 Focus Area: AI Service Desk, AI Customer Service, Conversational AI, Conversational RPA, AIOps Sector: Call Centers, Customer Service, HR, IT, Sales & Marketing Website: 

10. Alation

Headquarter(s): Redwood City, California, United States Founded: 2012 Focus Area: Data Governance, Analytics, Cloud Transformation, Digital Transformation, DataOps, Business Analytics, Data Science Sector: Finance, Healthcare, Insurance, Manufacturing, Retail, Technology, Public Website: 

11. Ananova Tech 

Headquarter(s): UK Founded: 2000 Focus Area: Web Hosting Reviews, Web Hosting Service Directory, Saving Money Tips and Gathering web and tech news Sector: Web-oriented News Service Website:

12. AnyVision

Headquarter(s): Holon, Israel Founded: 2023 Focus Area: Software technology Sector: Information technology and Services Website:

13. Argo AI

Headquarter(s): Kyiv, UA Founded: 2023 Focus Area: IT, Farming, and Research Sector: Research company Website:

14. Arize AI

Headquarter(s): Berkeley, CA Founded: 2023 Focus Area: Artificial Intelligence and Machine Learning Sector: Media and Information Services Website:

15. AutoX

Headquarter(s): San Jose, California Founded: 2023 Focus Area: Autonomous driving vehicles Sector: Computer Software Website:

16. BensonHill

Headquarter(s): St Louis, Missouri Founded: 2012 Focus Area: Agriculture technology, Sustainable agriculture, Crop improvement, Cloud biology, Food tech, Gene editing, CRISPR, Breed, AI, technology, Crops, and Science and Environment Sector: Food Production Website:

17. BigML

Headquarter(s): Corvallis, OR Founded: 2011 Focus Area: Machine Learning, Big Data, Cloud, and Predictive analytics Sector: Computer Software Website:

18. Black Sesame Technologies

Headquarter(s): Santa Clara, CA Founded: 2023 Focus Area: Image processing, perception Algorithm, SOC design Sector: Enterprise AI Website:

19. Blaize

Headquarter(s): El Dorado Hills, California Founded: 2010 Focus Area: Artificial Intelligence Sector: Enterprise AI Website:

20. Blue Hexagon

Headquarter(s): Sunnyvale, CA Founded: 2023 Focus Area: Cloud Security, Network Security, Deep Learning, Artificial Intelligence, Ransomware, Malware, Network Detection and Response, and Cloud Detection and Response Sector: Enterprise AI Website:

21. Bluedot

Headquarter(s): California Founded: 2023 Focus Area: Automotive Sector: Enterprise AI Website:

22. BrainQ

Headquarter(s): Israel Founded: 2011 Focus Area: Machine learning algorithms Sector: Digital Therapeutics and Medical Device Website:

23. Butterfly Network

Headquarter(s): Guilford, New Haven County, Connecticut, United States Founded: 2011 Focus Area: Artificial Intelligence Sector: Healthcare Website: With a mission to democratize healthcare by making medical imaging accessible to everyone around the world, the Butterfly network has made an effective impact in the healthcare sector. Their product Butterfly iQ+ (single probe delivers a 2D array of 9000 micro-machined sensors and is capable of performing all indicated clinical applications) is a breakthrough software solution that can be integrated into hospital networks to help clinicians transform care delivery and improve efficiencies. In 2023, Butterfly network won Apple Design Awards and Healthcare Breakthrough Award. Recently, Butterfly Network and Caption Health have announced an exclusive strategic partnership to enable earlier disease detection and management with AI-based guidance and diagnostics.  

24. Cambridge Quantum Computing

Headquarter(s): Cambridge, England Founded: 2014 Focus Area: Quantum computing, Blockchain Sector: N/A Website: Cambridge Quantum Computing is a global leader in quantum software and quantum algorithms that help their clients to get the best out of existing and developing quantum computers. CQC has specialist teams across domains like quantum chemistry, quantum machine learning, and quantum augmented cybersecurity, that has developed and continue to innovate quantum computing products and solutions to tackle complex scientific and business challenges across a diverse range of sectors. Joining hands with IDB and Tec de Monterrey, Cambridge Quantum has developed blockchain resistant to quantum computing.  

25. Capacity

Headquarter(s): St. Louis Founded: 2023 Focus Area: AI, ChatBots, Cloud storage, etc. Sector: Banking, Education, and more Website: Capacity is an AI-powered support automation platform that connects your entire tech stack to answer questions, automate repetitive support tasks, and build solutions to any business challenge. The best thing about Capacity is that they believe “one size does not fit all” so if you want to become their partner you have four different programs (The Referral Partner program, The Alliance Partner program, The Marketing Affiliate program, and The Technology Partner program) to choose from. Capacity has joined hands withCiteline Connect to deliver ai-powered clinical trial recruitment.  

26. Clarifai

Headquarter(s): Wilmington, DE, U.S Founded: 2013 Focus Area: Artificial Intelligence Sector: Public Sector Website:  

27. CloudMinds

Headquarter(s): Beijing, China Founded: 2023 Focus Area: Artificial Intelligence, Robotics Sector: Healthcare, manufacturing facilities, etc. Website: To operate smart robots for people, currently, CloudMinds build and operate an open end-to-end cloud robot system, and offer it as a service to the world. Their pioneering world-class architecture connects robots and smart devices over secure Virtual Backbone Networks (VBNs) to Cloud AI. Recently, the US Department of Commerce, Bureau of Industry and Security (BIS), has announced that it will add CloudMinds affiliated Cayman Island, Beijing, and Hong Kong companies to the entity list.  

28. DeepMap

Headquarter(s): Palo Alto, California, United States Founded: 2023 Focus Area: Artificial Intelligence Sector: Automotive Website: DeepMap provides the world’s best high-definition mapping solutions and delivers the technology necessary for self-driving vehicles to navigate in a complex and unpredictable environment. Their estimated annual revenue is currently $19.4M per year. They received $60.0M in venture funding back in November 2023. DeepMapnamed to 2023 CB insights AI 100 list of most innovative artificial intelligence startups. The company recently announced RoadMemory, a highly scalable and economical mapping service, enabling hands-off driving everywhere.  

29. C3.AI

Headquarter(s): Redwood City, California, United States Founded: 2009 Focus Area: Artificial Intelligence Sector: Healthcare, Finance, etc. Website: C3.AI runs AI models at scale for powerful predictions across the most complex organizations and offers more than 20, pre-built, industry-specific AI applications to optimize critical processes. Their estimated revenue is 13.09 crores USD (nine months ended January 31, 2023). IDC MarketScape names chúng tôi a leader of solutions for industrial platforms and applications in energy. In June 2023, chúng tôi industry partner shell named a winner in IDC’s Inaugural Future of Digital Innovation Excellence Awards.  

30. Cresta

Headquarter(s): San Francisco, California Founded: N/A Focus Area: Artificial Intelligence Sector: Automotive and Retail Website: Cresta was founded with the goal of using AI to help people learn high-value skills and by doing so, make business radically more productive. Cresta’s team of world-renowned AI thought leaders, industry experts, and top-tier investors lean on experience from scaling companies like Google, Facebook, and Open AI on our march towards helping professionals become experts on day one. Cresta was named on Forbes AI 50 2023: America’s Most Promising Artificial Intelligence Companies. They have 1B neural network parameters in production.  

31. Cruise Automation

Headquarter(s): San Francisco, California Founded:2013 Focus Area: Artificial Intelligence Sector: Automotive Website:  

32. Data Prophet

Headquarter(s): Cape Town, South Africa Founded:2014 Focus Area: AI and Machine Learning Sector: Automotive, Rubber, etc. Website:  

33. Deeplite

Headquarter(s): Montreal, Canada Founded:2023 Focus Area: AI and Machine Learning Sector: Automotive Website: Deeplite combined breakthrough AI technology with years of research at the world’s top universities to create Deeplite Neutrino™, a powerful and scalable hardware-agnostic software accelerator. They are creating new possibilities by bringing AI and machine learning computation to everyday devices such as cars, drones, and cameras. Deeplite raised a $6-million series seed to enable AI for everyday life. Recently, Deeplite has announced its partnership with IMT-Atlantique to make deep learning more efficient.  


Headquarter(s): Austin Founded: 2013 Focus Area: Automating law-related tasks, Software for practicing law, Ediscovery Sector: Big Law, Government, Corporations, Enterprise, Lit Boutiques Website: DISCO is focused on delivering Cloud-native and AI-based technology to power legal practices of law firms and corporate legal departments. The company is known as the fastest-growing discovery solution in North America as well as the leading provider of software as service solutions to automate error-free regular tasks for over 400 law firms. Law firms prefer DISCO for its easy-to-use, fast, and accurate as well as transparent pricing for a wide range of products such as DISCO Ediscovery, DISCO AI, DISCO Review, and DISCO Case Builder.  


Headquarter(s): Oxshott, Surrey Founded: 2023 Focus Area: Market Research in AI, Machine Learning, Brand strategy, Insight, and Business consulting Sector: Culture Website: helps to combine machine learning with human expertise to provide in-depth insights through text, images as well as online content. It discovers rich cultural spaces for innovative ideas at a faster pace. The chúng tôi platform boosts the speed of creativity to explore human culture and opportunities on a global scale. It follows 16 human drivers of opportunity for better growth in self-service products such as discover. open and discover. pro that includes AI analytics and rich online sources respectively.  

36. Diwo

Headquarter(s): Northville, MI Founded: 2014 Focus Area: Cognitive Computing, AI, Neural Networks, Semantics, Machine Learning, Augmented Intelligence, NLP, NLG, Natural Language Generation, Predictive Analytics, Data Mining, and Text Mining Sector: IT and Services Website: Being an AI company, Diwo is focused on transforming decision experience through a cognitive decision-making platform that works on cognitive computing and augmented analytics. It helps to solve complex challenges and bridges the gap between insights and actions through the successful consumption of analytics. The platform helps to maximize the investment value in AI by recommending multiple strategies to drive growth efficiently. The patented technology identifies business opportunities automatically.  

37. DocuSign

Headquarter(s): San Francisco Founded: 2003 Focus Area: Digital transaction management, Workflow automation, Electronic signature solutions, Contract lifecycle management, System of agreement, Real estate tech, Fintech, HRTech, LegalTech, AI, etc. Sector: Computer software— IT and Services Website: DocuSign is one of the AI companies providing eSignatures and fast approvals to ease the time-consuming processes for multiple industries at any time at any place. Reputed companies such as Microsoft, Apple, Google, and many more have utilized the efficient services of DocuSign with more than 85 million users across the world. It serves individuals, small and medium businesses, educational institutes as well as enterprises. The platform automates agreement workflows and management as well as analyzes and negotiates agreements by leveraging AI.  

38. Dorabot

Headquarter(s): Peachtree Corners, Georgia Founded: 2014 Focus Area: Computer vision, Motion planning, Manipulation, Multi-robot systems, Logistics solutions, Robotics, Autonomous warehouse, Express & e-commerce, International culture, Airport & seaport, Manufacturing, Machine vision, Mobile robots, Autonomous guided vehicles, Logistics, AI, and solutions Sector: Heavy industries Website: Dorabot is known as the AI-based robotic solution provider focused on express delivery, smart manufacturing, express delivery, and many more. It is popular for developing fully automatic warehouse solutions, autonomous robotic loading, induction solutions, etc. with AI, computer vision, deep learning, robotics, and many more. It also offers products known as DoraHand, DoraSorter, DoraLiDAR, mobile robots, and other software and services. Dorabot provides its services to ten different countries and has been successful in making significant breakthroughs in cutting-edge technologies.  


Headquarter(s): Santa Clara, California Founded: 2023 Focus Area: Talent management, Talent Acquisition, Talent Intelligence, Machine Learning, Artificial Intelligence, Recruiting software, Subscription-based software, and Diversity, etc. Sector: Computer software— IT and Services Website: is known as a leading and first-ever talent intelligence platform to address talent acquisition and management efficiently. This platform leverages deep learning and AI to provide a better understanding of career potentials and workforce potentials to more than one billion profiles. It manages billions of data points with over one million unique skills to provide data-driven in-depth insights for effective talent acquisition. The Eightfold capability dashboard allows employers to benchmark the workforce to initiate and identify suitable candidates with sufficient potentials. It consists of equal opportunity algorithms to ensure there is no biasness in the processes.  

40. Element AI

Headquarter(s): Montreal, Canada Founded: 2023 Focus Area: Artificial Intelligence, Machine Learning, Software, Operations research, Consulting, Strategic consulting, Incubator, Accelerator, Startup factory, Natural Language Processing, and Neural network Sector: Computer Software— IT and Services Website: Element AI is an AI solutions provider to organizations that need access to cutting-edge technologies for efficient workflow. The researchers are focused on pursuing AI research areas such as computer vision, NLP, and machine learning for testing prototypes in robotics and human-computer interaction. It helps to build an AI-first world to increase the collective wisdom about major disruptive technologies. Element AI is on a mission to harness AI for making it accessible to enterprises to work smarter within a short period of time.  

41. Emotix

Headquarter(s): Mumbai, Maharashtra Founded: 2023 Focus Area: Artificial Intelligence, Machine Learning, Electronics hardware, Human-computer interaction, and Emotional intelligence Sector: Consumer Electronics Website:  

42. Exometrics

Headquarter(s): London, the UK Founded: 2023 Focus Area: Analytics, AI, Business Intelligence, Consulting and Machine Learning, AI Software of Business Sector: Real Estate Website:  

43. Eyeware tech

Headquarter(s): Martigny, Valais Founded: 2023 Focus Area: Computer Vision, Software, Robotics, Machine Learning, IoT, Smart Home, Eye Tracking, Eye Tracking Technology, and Head Tracking Sector: Computer software— IT and Services Website: Eyeware tech is known for offering solutions that utilize eye-tracking software with robust real-time data through real-time environmental interactions. The AI company develops software for webcams and 3D sensors like Intel Realsnse and Orbecc Astra with remote head pose and gaze tracking for consumer device integrations. This platform is focused on discovering a more immersive experience while playing next-gen games. It also helps to enhance virtual assistants for a better understanding of a driver’s attention in a car. There can be an eye-to-eye interaction between humans and robots while using gaze as an indicator of engagement.  

44. Five AI

Headquarter(s): Cambridge, Cambridgeshire Founded: 2023 Focus Area: Autonomous Vehicles, Machine Learning, Artificial Intelligence, Safety-Critical Software, Computer Vision, Software Engineering, Self-Driving, C++, Deep Learning, Robotics, Assurance, and Safety Sector: Computer Software— IT and Services Website: FiveAI is named after Level 5 of the self-driving systems to fully transform into autonomous. It is developing self-driving software components and platforms to solve complex challenges efficiently. It wants to achieve faster development with quicker coverage and better analysis for the utmost safety assurance. The platform can create different scenarios intelligently, run multiple simulations, evaluate performances and refine stacks. FiveAI is focused on helping customers cross level 3 and level 4 autonomy challenges— traffic jam chauffeur, motorway chauffeur, and urban chauffeur.  


Headquarter(s): New York Founded: 2023 Focus Area: Artificial Intelligence, Machine Learning, Enterprise, Vertical ai, Productivity, Customer Support, Customer Success, Voice of Customer, Customer Experience, Natural Language Understanding, Customer Feedback, Unstructured Data, Sentiment Analysis, and Intelligent Infrastructure Sector: Internet Website: Frame AI is the customer feedback intelligence engine with an early warning system. The platform uses data to eradicate indecisions, identify interactive themes, and different solutions like account health, automatic routing, customer voice, and intelligent KPIs. It helps companies understand customers across different channels by leveraging AI and machine learning. The Frame AI tool connects with help desk software, call center tooling, customer relationship management systems to communicate with customers. This AI company utilizes NLP to create new themes for customer0 experience leaders to prioritize taking actions to enhance customer engagement.  

46. Icertis

Headquarter(s): Bellevue, Washington, US Founded: 2009 Focus Area: Contract Intelligence Sector: Software IT Website:

47. Instreamatic

Headquarter(s): San Francisco, California, US Founded: 2014 Focus Area: Voice AI Sector: Voice Assistant Solutions Website: Programmatic Audio Ad Platform is their Latest Product where: You can manage your inventory with Instreamatic Audio Ad Platform

Integrating with the most effective DSPs, Ad Networks, Trading Desks, Ad Exchanges, etc.

Global sales team and programmatic platform covering most major countries.

48. Intello Labs

Headquarter(s): Gurugram Founded: 2023 Focus Area: Digitizing Supply Chain Sector: AgriTech Website:

49. Intuition Robotics

Headquarter(s): California, US Founded: 2023 Focus Area: Fusing technology with psychology Sector: HealthTech Website: Their technology establishes long-term relationships between people and technology, unlocking unprecedented continuous engagement. Intuition Robotics uses this breakthrough to help people live better, starting with older adults. ElliQ, by Intuition Robotics, is a personalized care companion that extends the clinical team’s presence into older adults’ homes — helping improve their experience and increase patient engagement, while offering actionable data, notifications, and insights for early detection and intervention. ElliQ, by Intuition Robotics, is a personalized care companion that extends the clinical team’s presence into older adults’ homes — helping improve their experience and increase patient engagement, while offering actionable data, notifications, and insights for early detection and intervention.  

50. K Health

Headquarter(s): New York, US Founded: 2023 Focus Area: Health application Sector: HealthTech Website: Compare your symptoms with millions- The app brings together millions of medical records to help quickly figure out what’s wrong. Their partners include the Mayo Clinic Platform, Maccabi Healthcare Services, and Anthem. Chat with a clinician—no insurance needed- Get 24/7 access to doctors for less than a co-pay or urgent care visit, plus prescriptions, refills, free care for your kids, and more. Pay $23 each visit, or $12 a month for unlimited visits. Find trusted info for your family for free- Their symptom checker is completely free and anonymous—100% of your information is private and protected. If you want to chat with a clinician, your results will help them get you to care fast.  

51. Loginext

Headquarter(s): New York, US Founded: 2014 Focus Area: Analytics and Logistics Automation Sector: Software IT Website: A Highly configurable last-mile delivery and dispatch management software, LogiNext Mile™ is the most ideal solution which offers automated delivery route planning and route optimization, automated real-time resource allocation, cash and proof of delivery, delivery associate management, and real-time tracking, all this in one power-packed last-mile delivery and dispatch management software solution.  

52. Luminovo

Headquarter(s): European Union Founded: 2023 Focus Area: SaaS Providers Sector: Electronics Website:

53. MixMode

Headquarter(s): Santa Barbara, CA Founded: 2012 Focus Area: Autonomous Cybersecurity Sector: Cybersecurity Website: A major problem exists in the cybersecurity industry today. Tools adopted by large enterprises like traditional SIEM systems are actually decreasing the efficiency of security teams rather than delivering on their promises. SOC’s leverage 4 or 5 security platforms to defend their enterprise but costs continue to rise and attacks happen more frequently. The reason for this is that traditional tools require thousands of hours of human training and tuning to attempt detection of previously known threats while constantly displaying unnecessary alerts. Solutions like SIEM, NDR, NTA, and UEBA ultimately have become “additive” in terms of overall cost, infrastructure, and human labor while contributing to an unnecessary increase in data migration, redundancy, and latency. Leveraging a tool like MixMode that provides an AI layer that is self-supervised, learns and adapts over time on its own without human input, and is aware of context is the solution. By enabling real-time and accurate anomaly detection, MixMode provides the same functional benefits of all of the traditional tools combined at a fraction of the cost, without the extra noise, and allows security teams to focus, see the entire attack surface, and catch attacks before damage is done.  

54. Mobvoi

Headquarter(s): Beijing, China Founded: 2012 Focus Area: Smart Watches Sector: Information Technology Website:

55. Model Op

Headquarter(s): Chicago, Illinois Founded: 2023 Focus Area: Machine Learning, AI Governance Sector: IT services Website: ModelOp, the pioneer of ModelOps software, enables large enterprises to address the critical governance and scale challenges necessary to fully unlock the transformational value of enterprise AI and Machine Learning investments. G2000 companies use ModelOpCenter to govern, monitor, and orchestrate all models across the enterprise and deliver reliable, compliant, and scalable AI initiatives. ModelOpCenter: Core to any AI Orchestration Platform. Enforce Risk and Compliance Controls by Its Product:

Maintain a comprehensive production model inventory

Enforce conditional approvals and compliance controls

Reproduce training, evaluation, and scoring of each model version

Integrate with your MRM systems and automate governance workflows

Track and manage each step in the model’s life cycle for full audibility

56. Myelin Foundry

Headquarter(s): Bengaluru, India Founded: 2023 Focus Area: AI, Deep learning, Wellness Sector: Information Technology Website:

57. Nauto

Headquarter(s): Palo Alto, California, United States Founded: Mar 3, 2023 Focus Area: artificial intelligence, Automotive, Autonomous vehicle Sector: Technology Website:


Headquarter(s): Singapore, Central Region, Singapore Founded: Jan 2023 Focus Area: Artificial intelligence, B2B, CRM Sector: Sales Website:

59. Nextbillion AI

Headquarter(s): Singapore, Central Region, Singapore Founded: Jan 31, 2023 Focus Area: Sector: Business Website:

60. Noodle AI

Headquarter(s): San Francisco Bay Area, West Coast, Western US Founded: Mar 14, 2023 Focus Area: Artificial intelligence, Big Data Sector: Business Website:

61. Observe.AI

Headquarter(s): San Francisco, California, United States Founded: Jul 19, 2023 Focus Area: Artificial Intelligence, Call Center, SaaS Sector: Software Website:


Headquarter(s):  Founded: Jan 1, 2023 Focus Area: Artificial Intelligence, Coding Sector: Software Website:

63. OctoML

Headquarter(s): Seattle, Washington, United States Founded: Jul 24, 2023 Focus Area: Artificial intelligence, Computer Sector: Engineering Website:

64. Olive

Headquarter(s): Columbus, Ohio, United States Founded: Jun 5, 2012 Focus Area: Artificial intelligence, Healthcare Sector: Healthcare Website:

65. OneTrust

Headquarter(s): Atlanta, Georgia, United States Founded: 2023 Focus Area: Artificial Intelligence, Cybersecurity, Risk Management Sector: Cybersecurity Website:  

66. Onfido

Headquarter(s): London, England, United Kingdom Founded: 2012 Focus Area: Information technology, Identity management Sector: Fintech Website:

67. Otter

Headquarter(s): Mountain View, California, United States Founded: Feb 2023 Focus Area: Artificial Intelligence, Consumer Software, Enterprise Software Sector: Software Website:

68. Outreach

Headquarter(s): Seattle, Washington, United States Founded: 2014 Focus Area: Analytics, CRM, SaaS Sector: Sales Website: Outreach is a sales engagement platform that accelerates revenue growth by optimizing every interaction throughout the customer lifecycle. The platform manages all customer interactions across email, voice, and social, and leverages machine learning to guide reps to take the right actions. Thousands of customers, including Cloudera, Glassdoor, Pandora, and Zillow, rely on Outreach to drive predictable and measurable growth, increase efficiency and effectiveness of customer-facing teams, and improve visibility into sales activity and performance. Outreach was founded in 2014 and is headquartered in Seattle, Washington.  


Headquarter: Dubai, UAE Founded: Ayman Alashkar Focus Area: Artificial Intelligence, Machine Learning Sector: Real-Estate Website:


Headquarter: Redwood City Founded: Oleg Rogynskyy Focus Area: Artificial Intelligence, Revenue Operations, and Intelligence Sector: Sales and Marketing Website:

71. Quantexa

Headquarter: London, United Kingdom Founded: Vishal Marria Focus Area: Artificial Intelligence and Analytics Sector: Banking, Insurance, Government Website:


Headquarter: Mumbai, India Founded: Prashant Warier Focus Area: Artificial Intelligence, Deep Learning Sector: Healthcare Website:

73. Reekon

Headquarters: London Founded: Christian Reed Focus Area: Artificial Intelligence, Automation Sector: Fintech & Banking Website:

74. Replika

Headquarters: San Francisco, California Founded: Eugenia Kuyda Focus Area: Artificial Intelligence Sector: Computer Software Website: Replika is an artificial intelligence company that designed AI companions who can always hear, listen and talk to. This can improve emotional well-being and can help you learn new coping skills. This provides a space to share your thoughts, feelings, and beliefs comfortably. Replika has been helping many who want a bot to accompany them. With the help of machine learning, Replika also offers a smartphone chatbot that can chat as a kind of personal confidante.  

75. Roborace 

Headquarters: London Founded: Denis Sverdlov Focus Area: Technologies, Artificial Intelligence, Robotics, Self Driving Sector: Entertainment Website:


Headquarters: Taiwan Founded: Daniel Huang and Alice Li Focus Area: Artificial Intelligence, Machine Learning, FashionTech Sector: Information Technology and Services Website:

77. Run.AI

Headquarter: Israel Founded: Omri Geller and Dr. Ronen Dar Focus Area: Cloud, Machine Learning, Artificial Intelligence, Deep Learning, Sector: Computer Software Website:

78. Scale AI

Headquarter(s): San Francisco, California, United States Founded: Alex Wang, lucy Guo Focus Area: Artificial Intelligence, Machine Learning, Computer Vision, Robotics, Deep Learning. Sector: Retail & Ecommerce and Autonomous Vehicles Website:


Headquarters: Erandio, Silicon Valley Founded: Xabi Uribe-Etxebarria Focus Area: Artificial Intelligence Sector: Technology and Services Website:  

80. Soul Machines

Headquarter(s): Auckland, New Zealand Founded: 2023 Focus Area: Artificial Intelligence Sector: Healthcare, Retail and E-commerce, Financial Services, Public Sector, Higher Education, entertainment, Consumer Goods, Real Estate Website: Soul Machines is an incredible AGI business whose unrivaled Human OS platform enables the world to tap into the full potential and goodness of human-machine collaboration in a way that is responsive, relevant, and unmatched. Soul Machines is the only business with a proprietary digital brain that produces the most lifelike and dynamically interacting digital people. Soul Machines collaborates with some of the world’s most well-known companies to rethink and accelerate AI as a platform for transforming consumer experience.  

81. Spacemaker

Headquarter(s): Oslo, Norway Founded: 2023 Focus Area: Artificial Intelligence, Data Science Sector: Real Estate Website: Spacemaker is a technology business built on the premise that there is a better way to build cities, and that this is something that must be done as the world’s population continues to rise to unprecedented heights. From the start of a project, the firm enables architects, real estate developers, and other players in the AEC sector to make data-driven decisions. Iterate on designs regularly and push the boundaries of what is feasible on a website. It is hoped that by combining these talents, the sector would be able to create better cities for more people.  

82. Streem

Headquarter(s): Portland, Oregon Founded: 2023 Focus Area: Artificial Intelligence, Augmented Reality, Machine Learning, Computer Vision Sector: Computer Software Website: The Streem platform uses remote video, AR, and AI technologies to enable real-time client engagement. This enables your team to assist consumers by linking companies with unrivaled insights, resulting in improved experiences. Streem enables businesses to prioritize consumers by offering faster estimates, greater first-time resolutions, and shorter wait times, all while integrating with the technologies they already use.  

83. Suki AI

Headquarter(s): Redwood City, California Founded: 2023 Focus Area: Artificial Intelligence, Machine Learning Sector: Healthcare Website: Suki AI is a voice-enabled, AI-powered digital assistant for doctors that relieves them of paperwork, allowing them to focus on what they do best: treating patients. Suki can be tailored to each doctor, grows wiser as they use it, and is expandable quickly and cheaply thanks to artificial intelligence. Furthermore, it is simple to construct and much simpler to use, obstructing neither the physician nor the patient. Suki is like having an assistant in the exam room who understands how a doctor works and so makes the day go more smoothly.  

84. SupportLogic

Headquarter(s): San Jose, California Founded: 2023 Focus Area: Artificial Intelligence, Natural Language Processing (NLP) Sector: Information Technology & Services Website: SupportLogic is the world’s first continuous service experience (SX) management platform, allowing businesses to understand and act on the ‘Voice of the Customer’ in real-time to enhance service delivery and create healthy and lucrative customer relationships.  

85. SurveyAuto

Headquarter(s): Boston, Massachusetts Founded: 2023 Focus Area: Artificial Intelligence, Big Data, Machine Learning Sector: Information Technology & Services Website: SurveyAuto is a data democratization online survey platform that aids with the analysis of data collected using a machine learning mobile app. SurveyAuto creates a platform for gathering data in the field, particularly in poor nations. The platform collects data by combining current developments in artificial intelligence (AI) with smartphone applications. SurveyAuto utilizes machine learning on satellite images to identify survey targets and uses smartphone apps to follow and monitor enumerators in real-time.  

86. Symbl AI

Headquarter(s): Seattle, Washington Founded: 2023 Focus Area: Machine Learning, Artificial intelligence, Deep Learning, Data Science, Natural language processing Sector: Business Website: is democratizing conversational technology to make large-scale cooperation simple. The firm established a new category of conversational tech infrastructure – contextual speech and text analytics applied to human interactions such as those found in your average sales, meeting, support, education, or other business conversation – and was financed by Amazon, VC, and Techstars’19. Without the need for prior training, wake words, or bespoke classifiers, the firm enables developers and companies to implement conversation intelligence at scale.  

87. Thought Machine

Headquarter(s): London, United Kingdom Founded: 2014 Focus Area: Fintech Sector: Banking Sector Website: Thought Machine is a top financial company in the United Kingdom that is rapidly expanding. The company’s goal is to solve one of the banking industry’s most serious issues: its reliance on antiquated IT infrastructure. Almost every bank is trapped on a legacy IT platform, which limits their capacity to innovate and provide the level of service that their clients need.  

88. Trax

Headquarter(s): Singapore Founded: 2010 Focus Area: Computer Vision Sector: Retail Website: Trax is the world’s leading provider of retail computer vision systems. Trax provides best-in-class in-store execution tools, market measurement services, and data science solutions that are revolutionizing the way in-store retail data is gathered, displayed, and analyzed. Consumer products producers and retailers may use Trax to enhance product availability, close distribution gaps, uncover new categories, and boost sales right away.  

89. TuSimple

Headquarter(s): San Diego, CA Founded: 2023 Focus Area: Artificial Intelligence Sector: Automobile Website: TuSimple is a San Diego-based self-driving truck business with offices in Tucson, Arizona, and Dallas, Texas. TuSimple, which was founded in 2023, is working on a Level 4 (SAE) completely autonomous driving solution for the logistics business. TuSimple’s trucks are the first and only self-driving trucks on the market, and they do so every day for their clients. The company aims to improve safety, lower transportation costs, and lower carbon emissions.  

90. Uniphore

Headquarter(s): Palo Alto, California Founded: 2008 Focus Area: Artificial Intelligence, Machine Learning Sector: Conversational Service Automation Website: Uniphore is the global leader in Conversational Service Automation (CSA), a system that integrates artificial intelligence, automation, and machine learning. Uniphore is concentrating on dialogues to disrupt an outmoded customer service paradigm and bridge the gap between humans and robots.  

91. Unisound

Headquarter(s): Beijing Founded: 2012 Focus Area: Voice Recognition, Deep Neural Network Sector: Business Website: Unisound is a Beijing-based AI startup that makes IoT devices smarter by adding AI capabilities like voice recognition, language processing, knowledge computing, and big data solutions. Its product line focuses on smart home appliances, vehicles, and healthcare devices. In 2023, the Shanghai Stock Exchange accepted the company’s IPO application but in February 2023, Unisound decided to halt its IPO application to raise RMB 912 million (US$14 million) for R&D development. Unisound aims to shift research focus on IoT edge computing chips, intelligence hospital solutions, and other crucial areas of business.  

92. Vacasa

Headquarter(s): Portland, OR Founded: 2009 Focus Area: Leisure, Travel & Tourism Sector: Vacation Rental Management, Property Management, Marketing, Technology, Vacation Rentals, Travel, Vacation Real Estate, Travel Accommodations, Hospitality, Vacation Rental Marketing & Booking, Traveler Support & Reservations, destination-based Travel, Vacation Rental Bookings, Customer Experience, Software Engineering, Data Analytics, Vacation, and Real Estate Website: Vacasa is a leading full-service vacation rental management company based out of North America. The company uses technology and data to allow local teams to maintain homes and guests while ensuring maximum revenue for homeowners. Vacasa helps aspiring real estate investors find the right vacation homes to enjoy their free time peacefully. At present, Vacasa has its presence in 34 US states, Canada, Mexico, Belize, and Costa Rica. It offers innovative services that scale up its hospitality operations with smart solutions. With features like 3D virtual tours, mobile app, custom smart locks, contactless check-in, and noise detection tech, Vacasa is leading the industry with first-of-its-kind innovation.  

93. Vectra AI

Headquarter(s): San Jose, CA Founded: 2011 Focus Area: Network Threat Detection and Response. Sector: Computer & Network Security Website: Vectra AI provides a cloud-based service that uses artificial intelligence technology to monitor both on-premise and cloud-based networks. As cyberattacks are becoming a nightmare for businesses across industries, Vectra AI aims to make the business world a safer place with its sophisticated network detection. Its customers are able to immediately detect and respond to cyberattacks in the cloud, data center, IoT, and enterprises with its AI-driven cybersecurity platform, Vectra Cognito. This solution offers high-fidelity alerts without decrypting data to maintain privacy. Vectra AI’s services range from cloud security, ransomware detection, threat hunting and investigations, and risk and compliance.  


Headquarter(s): San Francisco, CA Founded: 2023 Focus Area: Artificial Intelligence, AI, Deep Learning, Stroke, Healthcare, and Workflow Sector: Medical Device Website: is a medical imaging company that optimizes emergency treatment by combining artificial intelligence, deep learning, and medical imaging. The company’s solutions help doctors diagnose and treat patients quickly by using deep learning to automatically detect and alert the on-call stroke physician. chúng tôi has a product that includes the Viz LVO and VIZ CTP platforms. They are FDA-cleared and commercially available innovative solutions. In April 2023, chúng tôi launched Viz COVID-19 to improve patient management and create a safer hospital workplace during the pandemic.  

95. Weltok

Headquarter(s): Denver, CO Founded: 2009 Focus Area: Healthcare IT and Health Optimization Platform Sector: Health, Wellness & Fitness Website: Weltok aims at proactively improving the user’s physical, mental, social, and financial wellbeing by predicting individuals’ needs, risks, and receptivity. The company’s solutions are powered by data and analytics for unique insights into the population. The solutions hold the ability to precisely target and reach people in a personalized way, to motivate wellbeing. Earlier this year, Weltok introduced The Connect Store, a consumer-facing marketplace that enables users to spend benefits or pay directly for health and wellbeing programs and products for immediate needs.  

96. WhiteboxHR

Headquarter(s): Abu Dhabi Founded: 2023 Focus Area: Artificial Intelligence, Machine Learning, Predictive Analysis, Human Resources Sector: Human Resources Website:  

97. Wysa

Headquarter(s): Boston, Massachusetts Founded: 2023 Focus Area: mHealth, AI, Mental Health, Healthcare, Depression, Anxiety, Emotional wellness, Therapy, CBT, Mindfulness, Meditation, Calm, Coach, Stress, Sleep, and Online Therapy Sector: Health, Wellness & Fitness Website: Wysa is an AI-powered mental health app with headquarters in Bangalore, Boston, and London. Wysa is a chatbot that can respond with words of affirmation and guides a user through one of their 150 different therapeutic techniques. Wysa uses emotionally intelligent artificial intelligence technology to relieve people of their pent-up feelings. In March 2023, Wusa became one of the 17 applications in the Google Assistant Investment Program and closed a Series A funding round of US$5.5 million in May.  

98. Zebra

Headquarter(s): Tel Aviv Founded: 2014 Focus Area: Big Data, Computer Vision, Healthcare, Machine Learning, Deep Learning, Medical Device, Medical Imaging, Radiology, Population Health, and AI Sector: Hospital & Health Care Website:  

99. Ziptrax Cleantech

Headquarter(s): New Delhi Founded: 2023 Focus Area:  Lithium-ion batteries, Recycling, Lithium, Nickel, Cobalt, Green Economy, Zero Landfill, Metal Recovery, Battery 2nd Use, Manufacturing, Make in India, and Li-ion cell manufacturing Sector: Renewables & Environment Website: Ziptrax Cleantech aims to transform India’s EV sector for a greener tomorrow. Ziptrax extends the life of Li-ion batteries by combining it with its AI-based technology. Ziptrax boasts an artificial intelligence engine and IoT-enabled hardware that makes Lithium-ion batteries last for up to 40% longer. Ziptrax Cleantech provides cell auditing which involves the segregation of cells with the help of machine learning algorithms, post quality check, repurposing of various cells using artificial intelligence in its determination app, refabricate that relates to the construction of superior designs for batteries, and sales and battery swapping.  

100. Zoox

Headquarter(s): California Founded: 2014 Focus Area: Automotive Sector: Autonomous vehicles Website:

Top 10 Python Project Ideas For Final Year Engineering Students

Want to start a career in programming? Then you must check out these top 10 Python project ideas

Python is one of the most popular programming languages in the modern computer science domain. The features of this programming language have turned out to be a continuing trend in 2023 and experts predict that this will go further and beyond. The demand for adopting Python for IT purposes is gradually increasing due to its extremely beginner-friendly nature and utility for developing various tech applications. Many techs and programming aspirants are trying out different ways to fit into the tech industry by utilizing Python skills to the fullest in projects, volunteer programs, and internships. Looking for some best Python Project Ideas? Here we present you a list of the top 10 Python project ideas for final-year students in engineering.

Hangman Game

This is a classic Python game that every single Python professional tries out while learning development through Python. It involves a Python module called the random that can ensure the randomization of numbers or choices in a list. In this game, the users can enter letter guesses, and each user will have a limited number of guesses. They can also create a pre-organized list of words that users can grab words from. It is one of the best python projects for engineering students to try in 2023.

Mad Libs Generator

This is a perfect project for beginners who are starting their journeys in software development. The project is primarily focused on strings, variables, and concatenation that will team the participants to manipulate user-integrated data. The program is designed in such a way that the users will have to enter a series of inputs that will be considered as Mad Lib. It is one of the top 10 python project ideas for students.

Number Guessing

Number guessing is a mini-game and is an extremely simple Python project. The participants have to make a program in which the computer will randomly choose a number. Then the users get a hint to guess the number. Every time the players guess the wrong number, their score gets reduced and they get to choose another clue. They will need functions to compare the inputted number with the guessed number to compute the difference between the two, and then check if the number can be used in the Python project or not. It is one of the best python project ideas of 2023.

Contact Book

This is an excellent Python project for beginners. Contact Book is a command-line project where the participants will have to design a contact book application that users can use to save and find contact details. The application should also allow users to update contact information, delete contacts, and list saved contacts. It is one of the best python projects for final-year students.  

Email Slicer

The email slicer is a convenient python project that has several uses in the future. The program helps the users to get the username and domain name from an email address. The developers can even customize the application and send a message with this information. It is one of the top 10 python project ideas for students.

Rock Paper Scissors 

Rock Paper Scissors is a good game for beginners to utilize the Python basics and fundamental concepts along with the graphical programming part. In this game, two players either choose rock, paper, or scissors at every turn. There is always a winner in turn when both have different shapes. While executing it in the GUI, the developers can create buttons for all three symbols and use if conditions to check for winning. It is one of the best python projects for engineering students to try in their final year.

Countdown Timer Tic-Tac-Toe AI Python Project

In this project, the participants will learn to build a tic-tac-toe game where the computer never loses. The project utilizes the minimax algorithm which is a recursive algorithm used for decision-making. It is one of the best python projects for final-year students.

Binary Search 

With the help of this simple Python project, beginners will learn how to implement the divide and conquer algorithm called binary search. This is a common search algorithm that comes up in job interviews, which is why it is critical to know how to implement it in code. It is one of the top 10 python project ideas for students.


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