AI sparks innovative ideas, but delivering them to market needs fixes and tinkering
Unrefined AI applications rack up technical debt fast. Maintenance costs spiral, development gets harder, and eventually, the system becomes too rigid to modify – leaving you stuck with an unworkable product

1.
Lack of layout intelligence
Interfaces generated by AI often have poor spatial organization, creating visual clutter and making complex diagrams hard to read
2.
Scalability bottlenecks
AI-generated applications struggle with large-scale visualizations, causing slow performance, long load times, and crashes with complex data
3.
Inconsistent component logic
UI components built by AI can behave unpredictably. Similar interactions are often built with inconsistent logic, breaking user expectations and reducing usability
4.
Weak accessibility support
AI-generated frontends often lack accessibility features like keyboard navigation, semantic structure, screen reader compatibility, and responsive design
5.
Poor code maintainability
Frontend code generated by AI is often repetitive and poorly structured, making updates risky, time-consuming, and difficult to maintain
6.
Security vulnerabilities
Lack of robust security in AI-created code exposes applications to script attacks, data breaches, and exploitation risks
When AI reaches its limit, we take the helm
Unlock advanced features and custom solutions that elevate your application beyond AI-generated code

Get complex, visually appealing diagram layouts that enhance your data comprehension and facilitate better decision-making processes for your business
With our expertise, large datasets load quickly and run without lag, providing reliable performance and better user experience for complex visualizations
Implement robust security measures to protect your application from script attacks, data breaches, and vulnerabilities commonly found in AI-generated code
Unlike AI, we have expertise in designing intuitive and engaging user interfaces that serve different user groups, needs, and contexts
Leverage advanced visualization tools and direct support from Northwoods (GoJS) and Xyflow (React Flow) enabled by our strategic collaboration
With our extensive library of pre-made components, we can deliver enhanced versions of your product three times faster than with traditional development
Gain clean, well-structured code with comprehensive documentation, ensuring easier maintenance, faster onboarding, and long-term scalability for your application
AI solutions are generic and reproducible. Leverage our experts' experience, insight, and creative problem-solving to develop truly custom features
Get expert guidance in defining project requirements, functionality advice, and tailored solutions that meet your specific needs

From idea to production in 5 steps
Step 1
AI idea validation
Kick things off with an AI-powered proof of concept to test your idea and explore its potential
Step 2
Free initial assessment
Send us your codebase and business goals for a no-obligation technical and strategic review
Step 3
In-depth code audit
Get a detailed report on architecture, performance, scalability, and clear recommendations for rebuilding
Step 4
Refactoring and enhancement
Let us help you refactor, optimize, and migrate your application to a stable and scalable production environment
Step 5
Ongoing support
Keep improving with training, documentation, and long-term support as your product evolves
We work with apps created with










5-star reviews and recommendations
See what clients from various industries say about working with us
FAQ
- How does the initial assessment process work, and what should I prepare before the consultation?
Our engineer will review your codebase and provide recommendations along with a cost estimate. Please prepare your code and a brief description of your product's requirements and functionality.
- Can I just order an audit service and implement the product changes myself?
Yes, we offer an audit service that provides a detailed document with recommendations, which you can use to implement changes independently.
- How long does the process of upgrading from AI prototype to production typically take?
The timeline depends on the project's size and complexity. Smaller projects may take just a few days, while more extensive upgrades require significantly more time. After the initial assessment, we provide a detailed work schedule with an hourly estimate.
- Will my application retain its original functionality and design after the upgrade?
Yes, we ensure your application keeps its original functionality and design, with the option to expand its features if desired.
- Do you work with applications built using any AI coding assistants?
Yes, we enhance diagramming and data visualization solutions created with any AI coding assistant.
- Can you help with user experience (UX) improvements?
Yes, we offer comprehensive product design services that enhance user experience by combining expertise in UX/UI design, data visualization, and development. Learn more about our Product Design services.
- What specific improvements can I expect in terms of code quality and application performance?
We improve scalability by upgrading the architecture, eliminate duplicate code for easier maintenance, enhance security measures, and ensure the code aligns with best practices and design patterns.
- What kind of post-launch support do you offer?
We provide continuous support to ensure the application runs smoothly, address any issues that arise and are available to assist with future updates, feature enhancements, and maintenance.
Ready to take your AI prototype to production level?
Get in touch to discuss your AI project and discover how we can transform it into a market-ready product