There are three primary use cases of IoT in healthcare:Hospital Information Management System (HIMS) collects and manages such information as medical records or the data about doctors, patients.Electronic Healthcare Records System (EHR) tracks electronic records of patients’ health conditions.Such systems provide real-time information instantly and securely to authorized users.mHealth apps can be used in two cases — for emergency or regular treatment.The primary function of IoMT is monitoring patients' conditions and notifying the doctor in case of an emergency.IoT in medical and healthcare fields can include a lot of things like wearable devices, drug tracking system, medical supply chain, remote patient monitoring, and more.I recommend read this guide, if you need more information about this topic.The combination of the Internet of Things and healthcare creates several vital benefits.Health monitoring.There are various smart devices like smartwatches that track health conditions constantly.Better patient experience.Drug management.IoT technology allows controlling the amount of taken medicine.Healthcare automation.
The central aspect of data science is getting new results from data.DS is based on strict analytical evidence and works with structured and unstructured data.In fact, everything connected with data selecting, preparation, and analysis relates to data science.Data science allows us to find the meaning and required information from large volumes of data.As there are tons of raw data stored in data warehouses, there's a lot to learn by processing it.What is it used for?Tactical optimization (improving marketing campaigns, business processes)Predicted analytics (forecast of demand and events)Recommendation systems (like those of Amazon, Netflix)Automatic decision-making systems (like face recognition or drones)Social research (processing of questionnaires)For instance, Netflix uses its data mines to look for viewing patterns.This allows staff to understand users’ interests better and make decisions on what Netflix series they should make next.Data science vs machine learning vs ai it's very interesting topic, you can find a lot of this theme in Internet if you are interested.
MVP stands for a minimum valuable product.It’s a product with just enough features to be usable by first customers.For Uber-like apps, the MVP feature would be connecting drivers to riders in the area.According to this model, the app comes without handy features like arrival time estimation and cost-sharing just because they would take more time to develop and release.Whenever you have an idea for a startup that you want to pursue.Almost every big company you know today started with an MVP.Facebook, Airbnb, Twitter, Dropbox, Uber, Spotify, you name it.MVP development services may help you in this issue.Outsourcing is often the only option for idea-driven startups without a big budget.First of all, outsourcing helps startup owners avoid long and costly hiring (not talking about office-related expenses).Secondly, it helps to save money by choosing a company with affordable hourly rates.
How to outsource app development?Look for reliable tech vendors on platforms like Clutch or GoodFirms.Check the vendor's portfolio and reviews from previous clients.Coordinate all the meetings and checkpoints with the vendor's team.Use messaging apps like Slack for instant communication.Price depends on the country to outsource to.In the US or Canada, devs charge $100-$199 per hour, in Western Europe $50-$100/hr, in Eastern Europe $25-$50/hr, Latin America $30-$50/hr, Asia $18-$40/hr.What does it mean "outsource app development"?It means you're delegating the creation of native iOS/Android apps for smartphones and tablets to another country.For example, it's when you're located in the US, but the development team that works on your app lives in Germany or Poland.What advantages in outsource?It's faster and cheaper to delegate MVP development to an outsourcing company than hire in-house employees.Besides, many outsourcing companies offer extra services—make business analysis, prepare documentation, wireframes for lower prices than in the US or Canada.You can read more about this topic in Cleveroad guide.
This option can cost you a pretty penny, but there's no additional fee for using CRM.In this post, we’ll cover custom CRM software development for you to learn when you should create a system from scratch and how to do it right.Operational CRM.There are a bunch of features for marketing, sales, and customer service departments.The most common features are lead and contact management, sales pipeline, and helpdesk.Existing solutions: Hubspot, SalesforceCollaborative or strategic CRM.These CRM systems focus on customer interactions with your business.They tend to analyze the customers’ behavior and give insights into communication with clients.For example, there are sales and purchase history, marketing preferences, and tech support interactions.Existing solutions: Pipedrive, CopperAnalytical CRM.
Custom software development stands for creating digital products—mobile, web, and desktop applications—for specific users or companies.Making a custom product means making whatever app or website you like, with your corporate colors, icons, and other elements from the brand book.This product is designed specifically for your internal or external users to meet their specific needs.Advantages of custom-made software over off-the-shelf products:Saves money on the long runEasy to scale and plan for updatesLess time spend on staff trainingEngineered to meed your requirementsBecause it’s cheaper.Software development is expensive, especially in regions like the USA, Canada, or Western Europe.In North America, companies charge $100-$150/hour, while in Eatern Europe they charge from $25/hour to $50/hour.You can read more in Cleveroad blog.Here’s how custom software is usually made:Research.Define the business goals, explore current solutions and their functionality, conduct user research.Planning.
Having a startup company or medium business, you may feel a lack of tech expertise at some point.IT consultants can help you find the best tech solutions to improve your workflow or automate your business processes.Gather requirements and business data.IT consultants collect and analyze every piece of information about your business: industry, company’s workflow, work scope, and so on.Suggest improvements.IT consultants offer solutions to improve your business processes.Manage the development team.In case you need to build software from scratch, the IT consultant cooperates with the development team.Check the software.IT consultants have to make sure that the freshly built software meets all the requirements and works as intended.How to hire IT consultant?
We’ve singled out the required steps:Step #1.Create a list with must-have and advanced featuresStep #4.Consider the pitfalls of creating an app for Android — material design, Kotlin, and fragmentation.Step #5.Start the development process.It’s impossible to calculate the final price without app features.To give you a hint, we provide you with approximate estimations of different kinds of Android apps.The prices are based on the average rate in our region (Eastern Europe) — $50 per hour.Basic marketplace app — 842 hours — $42,100Streaming app like Deezer — 833 hours — $41,650Booking app like Airbnb — 927 hours — $46,350To find out the time required for Android app development, you need to have the list of features and understand their complexity.
First, the business itself is really very small, there are no offices, staff or massive public relations campaigns.And second, It's a paid version of the application, which brings a lot of profit.Robinhood is a free application for stock trading which offers interest-free trading in stocks and exchanges funds with a high rate of execution, and real-time information.There are steps to follow:Create a list of the required functionality.Form an in-house team or get a software development company to help you develop an app like Robinhood.Calculate the time and price to build the solution.Deploy and enjoy.To calculate the price of an app like Robinhood, you need to provide the development team with the list of required features.You can read full guide in Cleveroad blog.
Digitalization is the choice of successful companies that are trying to keep up with tech innovations.But rough competition for web developers, high salaries, and significant spendings on in-house development force companies to look for alternatives.That’s when dedicated teams are a worthy investment.According to Statista, 35% of companies hire dedicated web developers to keep their core team focused on high-priority tasks.Besides, 24% of companies expect to increase efficiency with IT outsourcing, while 18% of entrepreneurs want to receive assistance from high-qualified vendors.But that’s not all the cases when a dedicated team comes in handy.There are also:Difficulties with hiring tech talentsNecessity to take the load off the main teamNo required expertiseFlexibility of a teamYou can read full guide about this topic in Cleveroad blog.
ARFaceDetection - the name of AR library for Android OS developed by our programmers.What particularities does it have?ARFaceDetection is capable of detecting images and overlaying various images above the head of the user.The image may move synchronously with head movements, and it looks very unusual.More technical details you can find in Cleveroad blog.
To calculate the total time on developing an e-commerce mobile application and also see a development process structure, it can be divided by different work types:Design: 120-200 hours.Android/iOS (front-end): 200-300 hours.Back-end development: 130-170 hours.Non-development and meetings: 150-250 hours.Total: 650-900 hoursTo calculate the development cost we've used an average hourly rate for Eastern Europe that amounts to $50.As a result, total development cost will be equal $32,500 - $45,000.To calculate the total time on developing an e-commerce mobile application and also see a development process structure, it can be divided by different work types:Design: 120-200 hours.Non-development and meetings: 150-250 hours.Total development hours will be equal 650-900 hours.You can read full guide here.
Software development consulting services are mainly used by companies that need an outside, unbiased opinion on a particular business decision related to technologies.And this opinion is provided by software consultants.However, the responsibilities of a software consultant aren’t limited to recommendations alone.This includes business scope, industry, workflow, and other aspects.Recommending a suitable implementation.Based on the gathered data, the consultant must select a solution that will best suit the company in terms of available resources.Collaborating with developers and coordinating the development process.If the solution requires development from scratch, the software development consultant teams up with the development team to oversee the entire development process and transfer the correct vision of the final product to the developers.This way, a company may act as an IT service provider.Testing solutions for correct work.
Many people don't know or misunderstand the meaning of ETL developer.In this post I will try to explain.E for ExtractAll business data is stored in one place — the Data Source Layer.At the same time, all this data is divided between numerous software and structured in various formats.T for TransformOnce data collection starts, all data needs to be stored in the place called Staging Area.L for LoadingIt’s a final frontier of all ETL processes.All the data collected and transformed previously is loaded into the Warehouse Layer.
The turnover of goods via the internet has grown significantly over the last four years.I would like to turn to statistics to help you picture the extent of that growth:There were 300 million active users on Amazon in 2015.There were 183 million people who visited Amazon in September 2017 alone.87 million people visited Walmart and 86 million more visited eBay within the same timeframe in 2017.All these people generate an enormous amount of data that have to be collected and processed to bring some value.Entrepreneurs actually have two options: they either ignore all that data or adopt technologies to tame them.The first option does not seem so attractive since it is deprived of data-driven decisions.The second one is the path most modern e-commerce companies have stepped in.But what are the real benefits of big data for e-commerce?Let’s find out what this technology enables you to do as a business owner.
There are different levels of automation which include both software and hardware component and cover a range of aspects and operations.That’s what we’re going to talk about in this post.Before automating anything, you should think of the ways to optimize the warehouse’s space.Following the industry standard, you have to organize inventory from the bottom up leaving enough room to place machinery and, hopefully, increase the accuracy of picking.Don’t forget about the vertical space and layouts that can be used for storages in order to keep efficient traffic flow.The optimization of layouts is needed for such vital functions as cargo storing, incoming and outgoing processes, labeling, etc.Amazon, Nike, and IKEA are considered to be one of the best examples when it comes to warehouse optimization.So you can dig deeper into practices they use to better understand what changed your warehouse really need.In general, warehouse automation implies uniting both hardware and software components for reaching the best results.
Development teams are everything for digital products.They breathe life into ideas and push new technologies forward across various industries.But what if you need to hire a new specialist to the team and make it quick?Given that the market is fighting for each tech specialist, it may be hard to find someone with the required qualification and at an affordable rate.In such cases, IT staff augmentation comes to the rescue.This model lets you hire specialists from outsourcing companies to fill missing positions.They work remotely as a part of your in-house developers on a temporary basis.
Many people interesting in this question.Shazam is quite popular app, so we want to have analoges.Of course you have, thats why youre here!Step #1: Shazam fingerprints a massive catalog of music (beforehand) and then stores these fingerprints in a database.Step #2: A user makes a 10-second sample of a song which is fingerprinted automatically.Step #3: The application uploads the fingerprint to Shazams service that runs a search for a corresponding fingerprint in the database.Step #4: If a match is found, a user gets the info on a song hes interested in; otherwise, he will be informed that the song wasnt found.How does Shazam make money?Shazam generates the greatest part of its revenue with ads.It shows ads to users while they use the app.On top of that, Shazam is owned by Apple, so it can redirect the traffic to Apple Music and other music streaming platforms.Where does Shazam get data to identify music?
If you’re reading these lines, then you probably came here to learn more about this complex process.In this article, we’ll analyze in detail what steps you should take to hire an offshore development team, what nuances to look out for, and in what regions to look for offshore developers.To find a company that can deliver your idea, you can start by looking at popular outsourcing regions.Each region is unique in its own way and may differ in hourly rates, the number of developers, and so on.Before you hire an offshore development team, you should take several steps that’ll help you clear things up and minimize mistakes.The company’s credibility and professionalism can be measured by awards and certifications.For example, here at Cleveroad, we have an ISO certification showing that we work according to international standards, numerous AWS certifications pricing our cloud expertise, and others.
Mixed Reality (MR) is a term gaining it's popularity today.It defines a combination or union of two virtual environments where two worlds coexist together.Machine learning as a subdivision of artificial intelligence easily found its place in agriculture.If you add new images to the database after this, it will start identifying pictures with flowers on it's own.Smart sensors come to rescue today.They can monitor all plants' vitals, send all necessary data in a real-time mode.