If you want to create your product prototype quickly, you’ve come to the right place. Let’s explore low-code and no-code solutions, which are increasingly popular concepts.
They offer numerous platforms for prototyping, saving time to test the product you plan to invest in, streamlining processes, and reducing costs. These benefits can be seen across many industries, from healthcare to retail, bringing companies closer to their digital transformation goals. When evaluating either solution, what are the key considerations to decide which fits your startup’s needs better?
Feature Differences Between Low-Code and No-Code Platforms
Neither low-code nor no-code systems offer the same fundamental benefit, but their names indicate the significant differences between these two application development methods. Low-code developers need users to learn more than the programming skills required in product development. Professional development programs use low code for rapid software development. They are using it in a way that allows them to shift their efforts away from basic tasks to complex and unique work that has a more significant impact and greater value for businesses.
Challenges of Low-Code and No-Code Platforms: Pros and Cons
As technology advances, low-code and no-code platforms are becoming increasingly popular. These platforms offer a promising way for businesses to quickly create applications and automate processes without the need for extensive coding knowledge. However, these platforms also come with their fair share of challenges.
- One of the biggest concerns is the risk of creating inefficient or poorly designed applications due to the lack of technical expertise needed to use the platforms. Additionally, these platforms may not be able to meet the complex needs of larger enterprises. That means the app can’t be monitored, used to generate data, or expose data to inappropriate users or the public in general.
- The system’s security and scalability. In many cases, the low-code system is designed to create a prototype and validate the market quickly. They are not robust, secure, and scalable solutions.
- Basic or even primitive system User Interface.
- Intellectual Property Rights. Typically, securing funding requires retaining the entire IP for your project. In the case of low code, the IP for the developed solution code does not belong to you.
- Code quality and maintainability. Low-code and no-code solutions are universal in nature, meaning the code is universal but not optimized for later maintenance performance.
Overall, it will be necessary for businesses to weigh the pros and cons before deciding whether or not to implement these platforms in their business.
Low-code and no-code systems are helpful in many ways. Professionals often use a low-code platform to create custom apps or MVPs. In contrast, a no-code platform usually enables business users with no coding experience to fulfill their own needs. Whether you choose a low-code or no-code platform depends on several factors, including the availability of skilled developers, budget considerations, and the timeline for developing the app or website.
Limitations of Low-Code and No-Code Development
Although no-code and low-code development have simplified how we build applications, they have limitations. One of the biggest drawbacks of these development methods is the lack of customization and flexibility. Since the frameworks and templates used in no-code and low-code development are pre-built, developers may find it challenging to tweak them to suit the specific requirements of their projects. Moreover, these pre-built frameworks might not be adequate for complex applications, making switching to traditional coding methods necessary. Another limitation is the difficulty in scaling projects built using no-code or low-code development tools. As businesses grow and their needs change, they may find themselves hampered by the restrictions of these tools. Despite these limitations, no-code and low-code development are excellent tools that keep developers on the cutting edge of technology.
How Startups Can Use Low-Code and No-Code Platforms
Low-code and no-code development platforms are game changers for startups looking to streamline their application development. With minimal hand-coding required or no coding background needed to create functional applications, developers can focus on the project’s strategic aspects, significantly reducing development time. For startups, benefits are evident, as these platforms help accelerate the prototype development process and launch it for test-to-market without requiring professional developers or specialized coding skills.
Coding expertise
Low-code apps development requires users to have a basic understanding of minimal hand coding and a software development approach, or a familiarity with a specific programming language. No-code tools enable users to create applications by abstracting the coding process and substituting it with drag-and-drop functionality. But in most cases, no-code can’t help you build a SaaS product or create enterprise applications, but for optimizing your business operations or storing some data.
Shortening the app prototype development time
The Rapid Application Development (RAD) approach aims to produce applications as quickly as possible, is the basic advantage upon which no-code apps are built. It can assist startup owners and small companies in creating functional prototypes to launch for test-to-market.
Flexibility
When comparing no-code vs low-code, low-code is better suited to enable users to make flexible app updates. Although low-code platforms facilitate the development of basic applications, they can also pose challenges when modifying existing apps.
Errors
Since users don’t need to know how to code to create apps, no-code is impervious to errors caused by hand-coding or manual coding. Low-code is significantly more susceptible to hand-coding errors when modifying or enhancing specific capabilities.
Adaptability
No-code apps are simpler to create and frequently come with built-in mobile-responsive features and reusable components. It may contribute to expanding the variety of ways consumers can utilize the new remote applications. Low-code applications might have to give up a built-in mobile-responsive capability. So, no-code applications prevail because they are nearly always responsive to mobile devices.
1. Appsmith
With the low-code Appsmith platform, developers can quickly create and launch web applications without writing complex code from scratch. Developers can write less code by utilizing the platform’s drag-and-drop interface to construct user interfaces, integrate business logic, and link with external data sources.
2. Retool
Programmers may create internal tools and dashboards fast and simply with Retool, a low-code development tool. Developers can quickly build applications with Retool by simply dragging and dropping pre-built components into a canvas and modifying them.
One of Retool’s main advantages is its extensive library of pre-built UI elements and integrations, which can be easily altered to fit a specific use case. These include interfaces with popular apps like Slack, Twilio, and Stripe, and data tables, forms, charts, and maps.
3. Microsoft Power Apps
The platform provides pre-built templates and components that can be used to construct online and mobile apps and integrate with other Microsoft products for data sharing and analysis.
4. Airtable
Airtable, a cloud-based software platform, combines spreadsheet functionality and database capability. Users can develop customized and flexible databases to perform various tasks, such as project management, customer relationship management, inventory tracking, and more. Adding tables and data is simple with Airtable’s drag-and-drop interface, and its customization options let users create databases that are tailored to their own requirements.
5. Bubble
With Bubble’s no-code development platform, users may create web applications without knowing any code. Thanks to Bubble, users may develop apps by selecting pre-built components and customizing their functionality.
6. Webflow
It’s a platform for online design and development, allowing anyone to create responsive websites without coding. With its user-friendly interface, users can create and modify websites by dragging and dropping pre-built components and tools and even alter the website code if necessary.
7. Make
The Make helps users design, develop, and automate anything—from simple processes to complex systems and applications—without any coding experience.
8. Podio
Hundreds of realtors, brokers, and agents utilize Podio as their CRM application to simplify and expedite business processes. Podio provides your staff with all the information they need to locate and market the ideal homes for your clients, both online and on mobile devices.
Podio is a web-based platform for automating operations and developing no-code solutions. The feature set consists of setting up data and content in project management workspaces according to project requirements, team communication, and business processes.
9. Olympe
It’s a platform that matches business processes with a company’s IT capabilities. Olympe improves communication between business-line managers, who understand operational requirements, and IT developers, who are skilled coders. The programmers produce what are known as “bricks,” which are technology components with particular business applications. A brick could be, for instance, the anticipated output of a production facility or a set of contractual delivery dates. Managers can obtain a comprehensive picture of their operations and focus on jobs that add the most value by connecting these bricks —a straightforward activity on the platform.
10. OneReach
It’s a no-code/low-code development platform designed to build and manage AI agents and workflows. It can handle complex tasks, enhance collaboration among internal teams, managers, and stakeholders, and also improve communication with clients. All in all, the platform supports over 60 communication channels, enabling businesses to communicate through SMS, calls, web chats, e-mails, or platforms like WhatsApp, Slack, and Microsoft Teams.
AI technologies, including large language models (LLMs), machine learning, and generative AI models, such as GPT-4, facilitate intelligent and context-aware communication.
The library of over 900 pre-built templates, combined with a visual drag-and-drop builder, was created to automate complex workflows, and you don’t need extensive coding skills to utilize it.
11. Creatio
It is a no-code platform developed to automate workflows and build applications for companies without coding. Its intuitive drag-and-drop interface allows users to design and deploy custom applications to address specific business needs, providing agility and efficiency in business workflows. The platform offers a library of templates and components suitable for different industries, as well as supporting functionality for CRM, sales, marketing, customer service, and operations. As a result, Creatio reduces reliance on IT departments, resulting in faster development cycles and quick responsiveness to market changes and business needs.
12. LaSoft Data Point
LaSoft created a tool designed to evaluate various business processes and outcomes. The team has developed a ready-to-use analytics dashboard system that helps companies across industries visualize their data efficiently. This all-in-one solution allows managers to access a comprehensive view of business performance without navigating multiple platforms. It’s an ideal choice for companies seeking to implement data analytics dashboards without the time and costs of custom development. An extensive widget library allows customization and modification of dashboards as needed, providing a flexible and valuable analytics solution.
Is Low-Code and No-Code the Future?
Because low-code application development is easier for non-technical developers, it plays a significant role in future product development for companies. This is especially true for the concept validation stages. Low-code application platforms can help companies reduce their cost of prototype development by reducing the time needed. However, no-code and low-code tools are unlikely to replace development teams or traditional development, as they typically rely on low-elasticity templates and lack scalability.
Alternatives to Low-Code Solutions
Suppose the primary purpose of building a system is to validate an idea. In that case, we recommend hiring a skilled UI/UX Designer to help you with visual development and create a prototype in Figma.
UI/UX Prototype
Typically, UI/UX prototypes are relatively inexpensive, costing around 5%-10% of the project’s total budget. However, the benefits are clear:
- Better User Experience. A UI/UX designer will help you find the right approach to the user experience and will offer the optimal solution.
- A good UI/UX designer will create a nice UI that your Users and potential investors will like.
- Although a Low-code solution is not scalable and will need to be replaced in the market, it will be validated. UI/UX designs will be used as an asset of the Front-end development team.
Front-end prototype
Vercel is a cloud-based web development tool that allows you to implement a system prototype much faster with front-end developer involvement only. Tools like Vercel can be very cost-efficient in creating a real-user experience with simple database management.
Common Insights
To summarize the information above, let’s outline when it’s beneficial to use no-code and low-code platforms for your business with citizen developers and when it’s better to avoid these solutions.
| Use No-Code and Low-Code Solutions | Use Custom Software Development |
| Rapid Prototyping
Low-code and no-code platforms are ideal for rapid prototyping and proof-of-concept development. They enable non-technical users to build and test ideas quickly. |
Complex Functionality
If your application requires complex, customized functionality that exceeds the capabilities of low-code or no-code tools, traditional development is more suitable. |
| Simple Applications
These solutions accelerate application delivery, such as data collection forms, basic workflow automation, and simple mobile apps. |
Scalability
Traditional code development offers more flexibility in optimizing performance for projects with scalability requirements or high-performance demands. |
| Limited Resources
Low-code and no-code solutions can empower business users to create their prototype solutions when you have limited IT resources or a shortage of skilled developers. |
Custom Integration
When extensive integration with existing systems or third-party services is needed, code development provides greater control and customization. |
| Security and Compliance
In cases where security and compliance are paramount, code development allows for fine-grained control over security measures and compliance standards. |
|
| Long-Term Maintenance
For projects with long-term sustainability, code development offers better maintainability and adaptability as technology evolves. |
The Risks of Poor Low-code/No-code Adoption
When you, as a business owner or CEO, decide to buy a $20/month subscription to use a low-code/no-code for software product development or to improve your legacy systems with digital transformation, you should be aware that it won’t replace 10 years of deep engineering expertise. Sure, it’s tempting to cut costs and simplify development with shiny new tools, hoping to accelerate the development process and reduce expenses.
But let’s be real: building scalable, maintainable software infrastructure still demands serious technical thinking, architectural design, and a firm grasp of long-term implications.
We are aware of cases involving clients who believed that low-code and AI solutions alone were sufficient for building robust software systems. They trusted tools over foundational knowledge. And what did they get at the end of the day?
- Three product launch delays resulted in missed market windows.
- Complete rebuild from scratch → 5 months of work lost.
- Senior engineers refused even to touch the existing codebase.
Why? Because no experienced developer wants to sort through spaghetti code written with shortcuts and guesswork. And that’s why it’s more important than ever to have someone on your team who understands the difference between a prototype hacked together and a real, production-ready system.
Expert Opinion
In recent years, we have witnessed hype around low-code and no-code platforms as a business solution for startups and SMEs. We receive advice from various experts comparing these platforms to coding. Our expert, Andriy Varunok, a Software Architect at LaSoft, shares his opinion on using low-code and no-code platforms to develop software products and, if so, in which cases this is the best business solution to bring commercially successful products to the market.
- From a developer’s perspective, what are the primary advantages and disadvantages of using low-code and no-code platforms?
First, I want to emphasize that I am not a fan of no-code solutions. If you’re looking for my insight into the benefits of developing a business product that requires constant adaptation to the ever-evolving market, where features must be adjusted to meet market demands, I assure you that opting for low-code and no-code platforms would be a mistake that could lead to future financial losses. Even though you may think you a you’re just saving them for now.
For example, you have deployed an application to a specific market, and the laws of that country dictate that user data must be stored in data centers in that country. For companies that create applications on low-code platforms, problems can arise if the platform doesn’t support this requirement. As a result, the company would likely have to rewrite the application and use code to ensure compliance with the new regulation. Or contact the support team to request a solution to the problem. Depending on the complexity of the application and the extent of the changes required to meet the legal requirements, this process could take a lot of time, resources, and nerves and potentially disrupt operations. Such situations can lead to disaster and result in huge losses of time and money.
Regarding the so-called “speeding up development cycles,” the advantage of using a no-code solution with the tools and frameworks developers already employ is an illusion. And there is another rule that every customer should understand before claiming this “advantage”: where there is quality, speeding up the development process is a mistake.
In any case, programmers have many options due to various frameworks and open-source programs to configure everything and create a customized product that meets the customer’s needs.
In my opinion, someone without coding knowledge cannot work effectively with low-code and no-code platforms. It is challenging for a non-technical person to grasp the world of components, product architecture, attributes, and functions. Working with such platforms requires specific skills and training.

- What criteria should be considered when deciding whether to use a low-code or no-code platform versus writing code from scratch?
In the discovery phase, you can create a prototype or MVP with low-code and no-code platforms. If you create a prototype or MVP to test your ideas and hypotheses and do not plan to use them in your later software development process, that’s fine. Your MVP will help you validate your idea and impress your investors. I advise against using MVPs or prototypes developed in the discovery stage. This approach is incorrect and can result in bugs and poor usability in future products. A prototype should not turn into a full release. The successful and smart strategy is to develop the product from scratch.
- Can you share your experiences utilizing or testing either low-code or no-code solutions? How did they compare to traditional coding methods?
Well, out of curiosity, I tested the Anypoint Platform by MuleSoft. MuleSoft is a company that provides a platform for connecting different software applications, systems, and data sources, allowing them to communicate and share information more effectively. It offers a comprehensive integration platform called Anypoint Platform, which helps businesses build, manage, and deploy application programming interfaces (APIs), connect various applications and data sources, and automate workflows.
Anypoint Platform provides various tools and features to facilitate integration and API management.
- It allows users to create, design, and build APIs, integrations, and applications in a visual development environment.
- The platform helps manage, secure, and publish APIs, making it easier for developers to access and use them.
- It provides connectors and adaptors to connect to different systems, databases, and applications, regardless of their technology or protocol.
- Offers insights into the performance and usage of integrations and APIs, enabling companies to optimize their operations.
- Allows users to deploy, manage, and scale integrations and APIs in the cloud or on-premises.
- Enables data transformation and mapping to ensure data is formatted correctly for various applications and systems.
Overall, Anypoint Platform simplifies integrating and managing software applications and data sources, helping businesses improve digital operations and streamline business processes.
But every no-code platform has its disadvantages. For example, all no-code systems lack the option to implement external components created by their developers. So, any improvements, optimizations, or elimination of problems with an element will be left to the distributor of that component.
Popular frameworks provide manual tools for working with databases, and one of the most important ones is a database migration tool (Alembic for SQLAlchemy and custom migration in Django ORM). MuleSoft doesn’t have such a tool. It means that any changes in the database must be carried out with the database’s tools. This approach increases the time of learning, the number of fixes, and the time of catching bugs.
- Do you believe that low-code and no-code platforms have potential in software development?
Let’s consider my answer as a summary of the above. I recommend that companies build their software products from scratch with code and a development team. To achieve these goals, they should focus on saving money, avoiding potential disruptions to business processes, and maintaining a future-oriented approach. When we talk about startups, I firmly believe that by using no-code and low-code development platforms with drag-and-drop functionality, you will loop as a startup for good.
