Insights
Engineering perspectives.
Deep dives into AI, GenAI, data engineering, and platform delivery from engineers who ship production systems.
Generative AI·Apr 15, 2026Generative AI vs. AI: Choosing the Right Technology for Your Business Development
Artificial Intelligence (AI) is a broad term encompassing machine learning, natural language processing, computer vision, robotic systems, and, more recently, generative AI. As generative AI rapidly evolves, companies are striving to understand the benefits they can gain from this technology, the differences between AI and generative AI, and which technology is better suited to solve their problems. As a reliable generative AI development company, JustSoftLab has written this article to answer y
4 min read
Generative AI·Jan 6, 2026How much does AI agent development cost?
How much does it cost to build an AI agent? While there’s no single price tag, market benchmarks shed some light on the matter. For a simple rule-based bot, US-based AI developers usually charge $5,000–$25,000.
19 min read
Generative AI·Dec 23, 2025Understanding multimodal AI systems and the value they bring
Understanding multimodal AI systems and the value they bring
13 min read
AI in Logistics·Dec 12, 2025AI cost reduction playbook: mechanisms, drivers & real-world success stories to inspire your project
AI cost reduction playbook: mechanisms, drivers & real-world success stories to inspire your project
23 min read
Generative AI·Dec 1, 2025The future of AI in education: pioneering a new era of learning
If you are working in the educational sector, you probably noticed that teachers are overwhelmed with administration, while students have to put up with a one-size-fits-all approach to learning and graduate completely unprepared for the demands of the modern workforce.
11 min read
AI in Healthcare·Nov 24, 2025How AI agents transform the healthcare sector
Healthcare AI agents’ benefits include diagnosing complex cases with 85% accuracy and reducing time wasted on clinical documentation by 70%-90%. Hire a trusted AI agent development company to streamline your operations.
16 min read
AI in Healthcare·Nov 12, 2025How much does it cost to make a fitness app — and what should you know to sail through the development process?
As the fitness app market expands rapidly, sports industry leaders are hiring fitness app development companies to stay competitive. Valued at $8.99 billion in 2023, the global fitness app market is projected to soar to $56.29 billion by 2030, with a staggering CAGR of 29.84%.
23 min read
Generative AI·Oct 9, 2025Few-shot learning: how AI learns faster with less data
Traditional AI models demand vast, meticulously labeled datasets. For many organizations, gathering, cleaning, and annotating such volumes is prohibitively expensive, time-consuming, and even impossible due to data scarcity or privacy restrictions. These bottlenecks delay deployment and drive up costs.
14 min read
Computer Vision·Sep 24, 2025Why use the human-in-the-loop (HITL) approach in ML?
As organizations race to adopt machine learning (ML) and other AI subtypes, one truth is becoming clear: AI without human oversight is risky and misaligned with business and ethical goals. That’s where human-in-the-loop (HITL) comes in—not as a brake on innovation, but as a strategic accelerator.
10 min read
AI in Healthcare·Sep 20, 2025Artificial intelligence in radiology - use cases and trends
Artificial intelligence in radiology - use cases and trends
14 min read
AI in Healthcare·Sep 15, 2025What should your company know about explainable AI and its principles?
An inmate at a New York correctional facility, Glenn Rodriguez, was due for parole soon. The man had demonstrated excellent behavior and eagerly anticipated his release to embark on a fresh start. To Glenn’s dismay, the board denied him parole.
13 min read
Generative AI·Sep 6, 2025Calculating the cost of generative AI—and how to keep it under control
Calculating the cost of generative AI—and how to keep it under control
29 min read
Emerging Tech·Aug 21, 2025Augmented reality cost: key factors and real-world examples
So, you are thinking of creating an innovative AR app for your business, and your top concern is how much augmented reality costs. A quick answer is anything, from a few thousand dollars for a straightforward AR app to $300,000 and more for a feature-rich, custom AR solution. The devil is in the details.
12 min read
Computer Vision·Aug 18, 2025How to create an AI system: a guide for business owners
You can view artificial intelligence as an umbrella term encompassing different types of algorithms that can autonomously perform complex tasks that normally require human intelligence. AI systems
17 min read
AI in Healthcare·Aug 8, 2025Estimating healthcare app development costs: JustSoftLab experts weigh in
Do you have doubts about the viability of your mHealth application idea and whether the high healthcare app development costs are justified? The good news is that customers are willing to download and use medical apps. Let’s take a look at the numbers. One of the most popular health apps of 2024, Blood Sugar, scored 2.93 million downloads.
26 min read
AI·Aug 5, 2025Edge AI: how edge computing empowers a new wave of artificial intelligence
Edge AI brings artificial intelligence to local devices, deploying lightweight models directly on sensors, cameras, and IoT equipment instead of relying on cloud servers
14 min read
AI in Healthcare·Aug 2, 2025Federated learning: your guide to collaborative AI
Traditional AI systems require all data to be pulled into one place. That’s risky. It creates privacy exposure, compliance headaches, and serious reputational threats. For business leaders, it’s a tough choice: unlock the full power of AI or play it safe with data. Federated learning offers a new path—one that protects data privacy without slowing innovation.
17 min read
Generative AI·Jul 22, 2025RAG for reliable AI: how to boost LLM response accuracy and reduce hallucination
Large language models (LLMs) can make dangerous mistakes. And when they do, the consequences combine financial penalties and lasting reputational damage.
14 min read
AI in Healthcare·Jul 10, 2025Assessing the cost of implementing AI in healthcare
Assessing the cost of implementing AI in healthcare
20 min read
Generative AI·Jun 25, 2025Navigating generative AI trends for C-level executives
Exploring generative AI trends further, the analysts estimated that the technology’s annual economic impact could soon surpass $4.4 trillion, thanks in large part to its rapid advancement. For example, by the end of this decade, generative AI models are expected to reach the median level of human performance, which is 40 years faster than previously predicted.
14 min read
Generative AI·Jun 9, 2025LLM training: the process, stages, and fine-tuning gritty details
Have you ever tried to learn how a large language model works under the hood? Behind every smart AI tool lies an intensive but really fascinating training regimen. Training large language models (LLMs) is not a one-and-done activity—it’s a multi-stage process that turns raw data into powerful instruction datasets. From processing billions of words to mastering the art of not saying the wrong thing—the path from a blank-slate model to a specialized AI assistant is truly extraordinary.
12 min read
Machine Learning·Jun 2, 2025How much does AI cost in 2025? Well, it depends
How much does AI cost? The JustSiftLab team estimates that you would spend at least $60,000 on a minimum viable product (MVP) version of an AI solution. The cost of integrating AI into your technology systems and business processes will rise proportionally to the solution’s type, complexity, and supported use cases.
16 min read
Machine Learning·May 30, 2025How to develop an AI strategy: 6 tips from JustSoftLab
At its core, an AI strategy is a roadmap for adopting and integrating AI into the organization’s operations and culture. It has nothing to do with chasing the next big thing or selecting the go-to AI tools. An AI strategy involves identifying the highest value opportunities for the entire enterprise, aligning AI initiatives with key business goals, and defining priorities around talent acquisition, AI governance, data management, and technology infrastructure.
11 min read
Generative AI·May 24, 2025Small language models (SLMs): a smarter way to get started with generative AI
So, what does an SLM mean? Small language models are optimized generative AI (Gen AI) tools that deliver fast, cost-efficient results for specific business tasks, such as customer service or document processing, without the complexity of massive systems like ChatGPT. SLMs run affordably on your existing infrastructure, allowing you to maintain security and control and offering focused performance where you need it most.
13 min read
AI in Healthcare·May 10, 2025Natural language processing (NLP) in healthcare: an adoption path
What is natural language processing in healthcare? Natural language processing (NLP) is a branch of AI that uses algorithms to extract meaning from unstructured human language presented either in spoken or written format. NLP requires knowledge of computational linguistics and other machine learning skills.
13 min read
Automation·May 4, 2025Is test automation an imperative in software development?
Software development has always been complex. Today’s growth of tools, technologies, and intricate architectures, combined with the push for faster delivery, has intensified challenges.
6 min read
QA & Testing·Apr 26, 2025What is Mabl, and how does it help create bug-free, customer-friendly apps faster?
What is Mabl, and how does it help create bug-free, customer-friendly apps faster?
12 min read
Data & Analytics·Apr 24, 2025Conducting a data audit: what your company needs to know
Conducting a data audit: what your company needs to know
11 min read
Data & Analytics·Apr 21, 2025How your company could benefit from automated data collection
Automated data collection tools will help you capture all the data lingering within your company, as well as data coming from relevant external sources.
16 min read
Data & Analytics·Apr 17, 2025What is data migration and how to get it right?
At some point in time, companies heavily relying on their data for strategic decision-making face the need to migrate their business data, either as part of a performance optimization effort or a large-scale digital transformation project. The reasons why companies might need to undertake data migration and seek help from data migration consultants vary from case to case.
18 min read
Project Management·Apr 12, 2025Top 7 ERP implementation challenges and ways to navigate them
Enterprise resource planning, or ERP, is a critical software solution that unifies core company operations into a centralized system, providing a single source of truth for all data across an organization.
7 min read
AI in Logistics·Apr 1, 2025Measuring the value of data analytics in logistics
logistic
12 min read
AI in Logistics·Mar 24, 20257 ways AI is making supply chains more resilient
There is a good chance that your company, like many others, built its supply chain with efficiency as the top priority over resilience.
10 min read
Machine Learning·Mar 23, 2025How to implement AI in business: the definitive guide
Artificial intelligence is capable of many things—from taking your customers’ calls to figuring out why your equipment is consuming way more energy than it used to.
16 min read
AI in Healthcare·Mar 17, 2025AI and machine learning in bioinformatics: a powerful duo driving innovation in the promising industry
AI and machine learning in bioinformatics: a powerful duo driving innovation in the promising industry
12 min read
Machine Learning·Mar 16, 2025What is the Stargate Project, and how will it impact your business in 2025 and beyond?
President Trump’s second term marks the unveiling of the Stargate Project, a $500 billion AI initiative announced on January 21, 2025.
11 min read
AI·Feb 25, 2025Business guide to facial recognition: benefits, applications, and issues to consider
Business guide to facial recognition: benefits, applications, and issues to consider
16 min read
Machine Learning·Feb 21, 2025Human pose estimation: approaches, use cases, and implementation tips
Part of the broader artificial intelligence and computer vision realms, human pose estimation (HPE) technology has been gradually making its presence felt in all kinds of software apps and hardware solutions.
18 min read
Data & Analytics·Feb 18, 2025Smarter business strategies start with AI decision-making. Here’s why
Smarter business strategies start with AI decision-making. Here’s why
15 min read
Generative AI·Feb 16, 2025Zooming in on the process of building a recommendation engine
AI development
19 min read
AI Strategy·Feb 14, 2025Creating an AI clone of yourself is no longer a Sci-Fi future. Here's proof.
AI clones
9 min read
Generative AI·Feb 10, 2025What Businesses Should Know About Large Language Models (LLMs)
What Businesses Should Know About Large Language Models (LLMs)
9 min read
AI in Healthcare·Jan 14, 2025The big promise AI holds for mental health
The big promise AI holds for mental health
16 min read
AI in Healthcare·Jan 5, 2025Benefits of AI in healthcare: from diagnosing patients to automating workflows
Benefits of AI in healthcare: from diagnosing patients to automating workflows
13 min read
AI Strategy·Jan 2, 2025What are AI agents, and how do you implement them?
What are AI agents, and how do you implement them?
16 min read
Machine Learning·Dec 31, 2024AI-powered augmented analytics: capabilities and benefits for business
AI-powered augmented analytics: capabilities and benefits for business In 2024, the amount of data generated by businesses and individuals reached 120 zettabytes. In the coming years, it is expected to grow at a staggering 150% rate, hitting the 180 zettabyte mark by 2025.
19 min read
Generative AI·Dec 28, 2024Unlocking the potential of generative AI for marketing success
Unlocking the potential of generative AI for marketing success
14 min read
Generative AI·Dec 23, 2024How synthetic data generation using generative AI helps create better, more efficient models
How synthetic data generation using generative AI helps create better, more efficient models
10 min read
AI in Healthcare·Nov 5, 2024Why using AI in clinical trials has become the new normal
#ClinicalTrials #AIDrugDiscovery #PatientExperience #AIRevolution #HealthInnovation #DigitalHealth #PharmaAI
12 min read
AI in Healthcare·Nov 4, 2024AI drug discovery: Entering a new age
AI drug discovery is exploding. Overhyped or not, investments in AI drug discovery jumped from $450 million in 2014 to a whopping $58 billion in 2021. All pharma giants, including Bayer, AstraZeneca, Takeda, Sanofi, Merck, and Pfizer, have stepped up spending in the hope to create new-age AI solutions that will bring cost efficiency, speed, and precision to the process.
12 min read
Mobile Development·Oct 31, 2024AI dating apps: a new frontier for mobile app startups
AI dating apps: a new frontier for mobile app startups
13 min read
Data & Analytics·Oct 24, 2024Unstructured data uncovered: Examples, benefits, and tools
Unstructured data encompasses a variety of forms, such as emails, business documents, social media posts, and sensor information, often tucked away in complex systems and compartmentalized silos. This type of data, though challenging to harness, holds immense value.
8 min read
Software Engineering·Oct 23, 2024Software development team structure: deciding factors, approaches, roles, and responsibilities
Software development team structure: deciding factors, approaches, roles, and responsibilities
16 min read
Data & Analytics·Oct 19, 2024Data governance best practices - where to start
#DataGovernance #AI #UnstructuredData #DataAnalytics #MachineLearning #BigData #DigitalTransformation #AIForBusiness #DataManagement #FutureOfTech
8 min read
Data & Analytics·Oct 17, 2024Top 5 factors affecting the cost of data analytics
Article Summary • A custom enterprise-grade data analytics solution would cost at least $150,000-200,000 to build and implement. Most companies that opt for SaaS-based data analytics products end up paying $10,000-25,000 per year in vendor and maintenance fees • The cost of data analytics depends on multiple factors, including the amount and quality of your corporate data, your data analytics needs, the choice of data analytics tools, customization efforts, and organizational agility. • To reduc
16 min read
Machine Learning·Oct 16, 2024Understanding AI types and subsets—and their applications in business
Understanding AI types and subsets—and their applications in business
11 min read
Project Management·Oct 15, 2024The discovery phase of a project, and how it helps supercharge your IT initiatives
Insights, summarized: • Out of all innovative IT projects implemented globally, merely 10% to 30% end up being a success. • A larger share of issues that cause software development projects to go awry can be prevented by introducing a discovery phase. • The discovery phase of a project is the first stage of a software development pipeline, whose aim is to help you morph your business idea into a fully-functional solution with a competitive edge. • A project discovery phase usually consists of fo
22 min read
Software Engineering·Oct 12, 2024What are the benefits of microservices, and will they pay for your business?
The concept of microservices, an approach to designing a software application as a set of small services, has been around since at least 2015. Delivering benefits such as the independent deployability and scalability of components, microservices are all the rage today. This is because these microservices benefits translate into incredibly faster software development speeds. With consumers being quick to change their preferences and behaviors, microservices adopters are able to keep up. Life is n
12 min read
Software Engineering·Oct 11, 2024What is software scalability, and why should your company take it seriously?
Even experienced and successful companies can get in trouble with scalability. Do you remember Disney’s Applause app? It enabled users to interact with different Disney shows. When the app appeared on Google Play, it was extremely popular. Not so scalable, though. It couldn’t handle a large number of fans, resulting in poor user experience. People were furious, leaving negative feedback and a one-star rating on Google Play. The app never recovered from this negative publicity.You can avoid probl
15 min read
Machine Learning·Oct 10, 2024How companies can tap into machine learning predictive maintenance, and win big
machine learning, AI, Generative AI
15 min read
Retail & E-commerce·Oct 9, 2024How to deploy AI in your grocery store
How to deploy AI in your grocery store
11 min read
Generative AI·Oct 8, 2024Generative AI in business: top 5 use cases every company should consider
Generative AI in business: top 5 use cases every company should consider
14 min read
AI in Healthcare·Oct 7, 2024Generative AI in pharma: assessing the impact
Generative AI in pharma: assessing the impact
12 min read
QA & Testing·Oct 4, 2024What does a QA team do in software development if they don't find bugs daily?
What does a QA team do in software development if they don't find bugs daily?
5 min read
Data & Analytics·Oct 4, 2024Mastering data discovery: A practical manual
Mastering data discovery: A practical manual from JustSoftLab
16 min read
Generative AI·Oct 1, 2024Generative AI in banking: promising use cases and potential hurdles
Generative AI in banking: promising use cases and potential hurdles
19 min read
Data & Analytics·Sep 28, 2024Data preparation for machine learning: a step-by-step guide
Data preparation for machine learning: a step-by-step guide
14 min read
Machine Learning·Sep 27, 2024What is AI bias really, and how can you combat it?
What is AI bias really, and how can you combat it
12 min read
Machine Learning·Sep 26, 2024Top 5 AI challenges & how your company could overcome them
Top 5 AI challenges & how your company could overcome them
11 min read
AI·Sep 25, 2024How much does IoT cost in 2024?
How much does IoT cost
12 min read
Product Development·Sep 24, 2024MVP Software Development: What, Why, and How
Introduced more than two decades ago, the concept of a minimum viable product, or MVP, continues to be a cornerstone in software development.
11 min read
Software Engineering·Sep 22, 2024Estimating the cost of software development: price factors and real-world estimates from our portfolio
Estimating the cost of software development: price factors and real-world estimates
31 min read
Project Management·Sep 21, 2024The who’s, why’s, and how’s of project management in software development
The who’s, why’s, and how’s of project management in software development
18 min read
Machine Learning·Sep 20, 2024Top computer vision applications in different industries right now
Top computer vision applications in different industries right now
15 min read
Software Engineering·Sep 19, 2024AI outsourcing: tips for choosing the right technology partner for your company
If your company hasn’t yet jumped on the AI bandwagon, here are a few compelling statistics to inspire your decision: • Enterprises that adopt AI technologies experience a significant boost in productivity, while the potential global economic impact of artificial intelligence is predicted to reach $13 trillion by 2030 • A whopping 64% of businesses believe that artificial intelligence will help increase their overall productivity • As labor shortages become a pressing concern, 25% of companies a
10 min read
Machine Learning·Sep 18, 2024Calculating machine learning costs: price factors and estimates from the JustSoftLab portfolio
TL;DR • Generally, machine learning development costs can start from as low as $10,000 and go upwards of $1,000,000 for a customized enterprise solution • Several essential factors come into play when determining the ML costs, including the complexity of the solution, an ML model training method, and data quality and availability, to name a few • Please note that the ML cost estimates we provide in this article refer solely to the development of the machine learning component. Other expenses, su
13 min read
Machine Learning·Sep 17, 2024Machine Learning Model Training: Complete Guide for Businesses
In 2016, Microsoft launched an AI chatbot named Tay. It was supposed to dive into real-time conversations on Twitter, pick up the lingo, and get smarter with every new chat.However, the experiment went south as malicious users quickly exploited the chatbot’s learning skills. Within hours of its launch, Tay started posting offensive and inappropriate tweets, mirroring the negative language it had learned from the users.Tay’s tweets went viral, attracting a lot of attention and damaging Microsoft’
18 min read
Machine Learning·Sep 16, 2024Machine learning in ecommerce: 11 trends shaping the future now
The storm has passed on the ecommerce market after the COVID-19 pandemic that sparked a 55% surge in online spending.More shopping carts get left behind. Winning customer trust is tougher. The competition is intense.Brands are turning to advanced tech to gain a leg up on rivals, with development of machine learning for ecommerce leading the way. Deciphering customers and anticipating their next move is central.In this blog, we look at 11 key use cases of machine learning in ecommerce that are cu
16 min read
AI·Sep 15, 2024How AI-driven sentiment analysis could boost your business
“People will forget what you said, people will forget what you did, but people will never forget how you made them feel.”– Maya Angelou, American poet and activistIf that’s the case (and we wouldn’t dare to question Ms. Angelou’s knowledge and expertise), understanding people’s feelings is pivotal for every company that doesn’t want to go belly-up. When a company fails to make a good impression, clients will leave. With research showing that gaining a new customer is six to seven times more expe
14 min read
Software Engineering·Sep 14, 2024From idea to reality: the essential steps of software development
Every good piece of software starts with a plan and a clear software development process.This process, spanning everything from ideation to launch, is commonly referred to as the software development life cycle (SDLC). An SDLC includes several steps that may unfold sequentially or overlap. Each step in the software engineering process produces an output, be it an idea, a document, or a design, that serves as an input for the following stages — until you release the product.In this article, we sh
11 min read
AI Strategy·Sep 13, 2024How creating an AI proof of concept (PoC) can help you minimize AI development and adoption risks
Our client lost only a quarter of the budget they dedicated to an AI project because they chose to start with a proof of concept (PoC). The PoC allowed them to test their idea and fail fast with limited spending.To avoid wasting time and effort, always ask your AI solutions consultant for a proof of concept—especially if your company is just testing the waters of artificial intelligence.This article explains what an AI proof of concept is and elaborates on the eight steps that will guide you thr
18 min read
Generative AI·Sep 12, 2024How using generative AI in finance leads to major cost savings and improved customer experience
McKinsey predicts that generative AI could add $200–340 billion in annual value to the banking sector, which would mostly come from productivity increases. The consultancy says that Gen AI will change the way customers interact with financial institutions and how everyday tasks are approached.Do you feel like this is an exaggeration? Let’s explore what generative AI can do for the financial sector. And, as a Gen AI consulting firm, we will share our expertise on how to get started with the techn
13 min read
AI Strategy·Sep 10, 2024What is proof of concept (PoC) in software development, and when does your company need it?
Before becoming our client, one entrepreneur lost over $70,000 on a project because his tech vendor didn’t suggest a proof of concept (PoC) and proceeded with building a full-fledged product, which the target audience couldn’t use as intended.To avoid being in a similar situation, always ask your enterprise software solutions vendor for a proof of concept — especially if your company is just testing a new technology or methodology.So, what is a proof of concept in software development? Who needs
17 min read
Generative AI·Sep 10, 2024Exploring the Potential of Generative AI in E-commerce
Generative AI applications such as ChatGPT, Stable Diffusion, Claude, GitHub Copilot, and others have gained widespread attention for their phenomenal ability to engage in human-like conversations and their broad applicability. Generative AI can potentially assist in various use cases across all sectors and industries. E-commerce is no exception.The capabilities of generative AI are advancing at a dizzying pace, making it difficult for stakeholders to grasp the technology, its power, and its imp
10 min read
Generative AI·Sep 6, 2024Generative AI in Retail: Top 5 Use Cases to Consider
When thinking about which industries will benefit the most from adopting generative AI solutions, retail might not be the first sector that comes to mind.However, a new report from Salesforce shows that 17% of buyers have already used generative AI for shopping inspiration!Specifically, users are turning to large language models (LLMs), such as ChatGPT, to explore gadget ideas, get fashion advice, and develop personalized nutrition plans. And it's only been nine months since generative AI becam
8 min read
Generative AI·Sep 6, 2024Evaluating the Cost of Generative AI for Effective Implementation in Your Organization
(TL;DR)The cost of implementing generative AI in a business can range from a few hundred dollars per month to $190,000 (and more) for a custom generative AI solution based on a fine-tuned open-source model.This cost variation is influenced by several factors, including the tasks you want to enhance, the model that best fits those tasks, and the selected implementation approach. To optimize costs, you need to carefully assess project requirements, evaluate on-premise or cloud infrastructure costs
22 min read
Generative AI·Sep 5, 2024Understanding the Pros and Cons of Generative AI
Let’s be fair: generative AI is no longer just a buzzword. It’s a game-changer that enterprise executives and entrepreneurs cannot overlook. Not even a year has passed since many of the famous Gen AI tools debuted, but work environments have already undergone a substantial change.Back in August 2023, McKinsey held a survey of enterprise executives, seeking their opinion on Gen AI. The results showed that one-third of the participating organizations have already used generative AI in at least one
11 min read
AI in Logistics·Sep 2, 2024Generative AI for Supply Chains: Pioneering a New Era of Efficiency and Sustainability
Recently, a complaint was filed against Volkswagen, BMW, and Mercedes Benz with the German Federal Office for Economic Affairs and Export Control because these companies failed to detect unethical practices in their supply chains. Apparently, these automotive giants relied on raw materials extracted through forced labor of the oppressed Uyghur minorities.Nowadays, it's challenging to control your own inventory, let alone monitor the entire supply chain. Fortunately, generative AI seems to have t
11 min read
AI in Healthcare·Aug 28, 20249 Ways Artificial Intelligence is Revolutionizing Cancer Prediction, Detection, and Treatment
"A human would say it's normal. But AI detected these subtle patterns, and it was very confident. It found the cancer. We just detected lung cancer in this guy a year or two earlier than we could have otherwise!"This is what Mozziyar Etemadi, a biomedical engineer from Northwestern University's Feinberg School of Medicine in Chicago, told Nature magazine. He was thrilled when the AI algorithm his team trained to detect cancer identified early signs of the disease on a patient’s CT scan.This is j
12 min read
AI in Healthcare·Aug 27, 20245 Ways to Use Generative AI in Healthcare
PwC predicts that healthcare spending will increase by 7% in 2024. This growth is primarily driven by healthcare worker burnout, labor shortages, disputes between payers and providers, and inflation. To ensure effective patient care without excessive operational costs, the industry is exploring innovative technologies such as generative AI in healthcare.Accenture reports that 40% of healthcare providers' working time can be improved with AI, and a recent Forbes article suggests that this technol
10 min read
AI·Aug 20, 2024Most Opt for Mobile Platforms and Work on Games During the War: Analytics of Ukrainian Product Game Development Companies, 2024
We continue to study the Ukrainian game development market and present the first analytics on product companies operating in our country. This report is based on the total number of specialists in these companies, the platforms they operate on, and the games they produce. It includes specialists located in Ukraine, as well as those who have relocated abroad but continue to pay taxes in Ukraine.Note: The analytics include both purely Ukrainian companies and international companies with offices in
4 min read
AI·Aug 19, 2024Challenges and opportunities for Ukrainian IT companies in the international arena: Recommendations from Roman Vinokurov, CEO of JustSoftLab
Challenges and Opportunities for Ukrainian IT Companies: Recommendations from Roman Vinokurov, CEO of JustSoftLabIn discussions with the founders of Ukrainian outsourcing IT agencies: which have a significant authority in the international arena of the IT market, I noticed that they all face the same problems. Here are some key trends affecting our market:1. Decreasing Order Volumes and Overall Market DeclineThe number and volume of orders are decreasing. The market, in general, is experiencing
4 min read
SaaS & Startups·Mar 19, 202410 BEST STRATEGIES TO SCALE YOUR SAAS BUSINESS AND SOFTWARE in 2024
Scaling a SaaS business in 2024 requires a multifaceted approach, combining innovative product development, strategic marketing, financial acumen, and exceptional customer service. For JustSoftLab or any other company in the software industry, understanding and implementing these strategies can significantly enhance growth prospects and market positioning. Here's a comprehensive guide on the 10 best strategies to scale your SaaS business and software in 2024:
28 min read
Product Development·Feb 27, 2024How to build MVP in 2024 and how much it will cost?
Building a Minimum Viable Product (MVP) in 2024 involves several key strategies and considerations, especially as technology and market demands continue to evolve. An MVP is a product with just enough features to attract early adopter customers and validate a product idea early in the development cycle. In this article, we'll explore the best practices for building an MVP in 2024, including cost considerations and recommendations for IT companies looking to stay ahead in the competitive digital
3 min read
Software Engineering·Jan 27, 2024How to Wisely Outsource Web Development in 3 Steps: Advantages, Regions, and Tariffs in 2024
Outsourcing web development is a strategic decision that enables companies to leverage global talent, optimize costs, and enhance focus on core business strategies. As we navigate through 2024, understanding how to outsource web development wisely is paramount. Here’s a structured approach in three steps, highlighting the advantages, optimal regions for outsourcing, and detailed tariff comparisons, with a spotlight on Ukraine's leading position for quality and cost-effectiveness and the stable p
3 min read
Web Development·Dec 26, 2023The Future of Web Development: Trends to Watch in 2024
The Future of Web Development: Trends to Watch in 2024As we move further into the digital age, the landscape of web development continues to evolve at an unprecedented pace. Businesses and developers alike must stay abreast of the latest trends and technologies to ensure that their web solutions are not only relevant but also ahead of the curve. In this article, we'll delve into some of the most promising trends in web development for 2024 and how JustSoftLab is leading the charge in harnessing
3 min read
Software Engineering·Mar 2, 2023Outsourced IT Services Guide in 2023: Pros, Models, Examples, and Pricing
In the rapidly evolving tech landscape of 2023, businesses across the globe are increasingly turning to outsourced IT services to stay competitive, innovate, and streamline operations. This comprehensive guide explores the advantages, models, real-world examples, and pricing strategies associated with IT outsourcing, providing invaluable insights for organizations considering this strategic move.Advantages of Outsourced IT Services1. Cost Efficiency: Outsourcing IT services can significantly r
3 min read
Mobile Development·Feb 20, 2023REACT NATIVE REVIEW: TO USE OR NOT TO USE
React Native, developed by Facebook (now Meta), is a popular open-source framework for building cross-platform mobile applications using JavaScript and React. Since its inception, React Native has been a game-changer for developers, offering the ability to write code once and deploy it on both iOS and Android platforms. This review delves into the pros and cons of using React Native, helping you decide whether it's the right tool for your next mobile app development project.Pros of Using React N
3 min read
Web Development·Jan 14, 2023Embracing Web 3.0: The Future of Business in the Digital Age
In the rapidly evolving digital landscape, the advent of Web 3.0 represents a paradigm shift in how businesses interact with the internet. Often referred to as the "Semantic Web," Web 3.0 promises to make online experiences more personalized, secure, and data-driven, leveraging technologies such as blockchain, artificial intelligence (AI), and the Internet of Things (IoT). As businesses strive to stay ahead in a competitive market, understanding and adopting Web 3.0 technologies is becoming incr
3 min read
AI in Healthcare·Dec 31, 2022EHR Software Development: Powerful Tips for Modern Healthcare Solutions
Electronic Health Record (EHR) software has become indispensable in modern healthcare, offering a streamlined approach to managing patient data, enhancing care delivery, and improving operational efficiencies. Developing an EHR system, however, poses unique challenges, including compliance with stringent regulations, ensuring data security, and creating a user-friendly interface. Here are powerful tips for developing modern, effective EHR solutions.1. Understand the Regulatory Environment- Stay
3 min read
AI·Oct 11, 2022Leveraging Artificial Intelligence for Business Success: Insights from the IT Industry
In an era where digital transformation dictates the competitive landscape, businesses are increasingly turning to Artificial Intelligence (AI) to carve out their niche. This revolutionary technology, once a figment of science fiction, has become a tangible asset for companies seeking to optimize operations, enhance customer experiences, and drive innovation. As a leading IT company, we at JustSoftLab have witnessed firsthand the transformative power of AI across various industries. This article
3 min read
Software Engineering·May 27, 2022Useful Tips to Manage a Remote Team
Managing a remote team presents unique challenges compared to traditional office settings, from ensuring clear communication to maintaining productivity and fostering a strong team culture. However, with the right strategies, managing a remote team can also offer significant benefits, including access to a broader talent pool and increased flexibility for team members. Here are some useful tips to effectively manage a remote team:1. Establish Clear Communication Channels- Use the Right Tools: Em
2 min read
Software Engineering·May 18, 2022In which cases is it better to choose outsourcing and in which outstaffing? What will be more financially profitable?
Choosing between outsourcing and outstaffing depends on various factors, including the nature of your project, your company's capabilities, and financial considerations. Both models offer unique advantages and can be financially profitable under different circumstances. Let's delve into each model to understand better when to choose one over the other.Outsourcing: Overview and Best Use CasesOutsourcing involves hiring a third-party company to handle specific business activities or projects from
3 min read
Mobile Development·Feb 13, 2021Demystifying App Development Costs: A Comprehensive Guide by JustSoftLab
In today's digital-first world, mobile apps have become a cornerstone of business strategy, offering unparalleled engagement with customers and streamlining operations across industries. However, one of the most pressing questions for businesses venturing into app development is: How much does it cost to create an app? JustSoftLab, a leader in innovative IT solutions, provides a comprehensive look into the factors that influence app development costs and how to budget effectively for your projec
3 min read
Cybersecurity·Feb 12, 2020Cybersecurity Trends of 2020: A Deep Dive into the Digital Defense Landscape
The year 2020 has been a watershed moment for cybersecurity. As digital transformation accelerates, the cyber threat landscape has become increasingly complex, pushing IT companies and cybersecurity professionals to adapt rapidly. JustSoftLab IT company, has been at the forefront of addressing these challenges. Here, we explore ten pivotal cybersecurity trends that shaped the landscape in 2020, offering insights into the evolving threats and the innovative responses developed to mitigate them.1.
3 min read