FAQ

We’ve collected the key things clients usually ask before starting a collaboration with us.It covers how we work, who we help, and what results you can expect, all in one place.If you don’t find what you’re looking for, feel free to reach out and we’ll be happy to help.

What exactly does Techmates do?

We help companies turn AI and IT into a real business advantage, not just another experiment. We identify weaknesses in your processes and systems, design practical solutions and implement them step by step with measurable impact. Our work combines strategy, development, and automation, from initial analysis to fully deployed solutions. We focus on delivering solutions that are scalable, sustainable, and aligned with your business goals. We don’t act as a typical supplier, but as a long-term partner focused on delivering real results. You can learn more in our About Us section.

Who are your services suitable for?

We work with mid-sized and larger companies that want to move beyond ideas and start using AI and modern technologies in a practical way. Our clients typically face challenges with inefficient processes, outdated systems, or untapped data potential. We help organizations that are ready to improve performance, reduce manual work and build scalable digital solutions.

They usually aim to to:

- implement AI in practice
- modernize legacy IT systems
- increase team efficiency
- or develop a new digital product

What technologies do you work with?

We specialize in AI transformation, the development of web and mobile applications, as well as modern backend, integration and DevOps solutions.

We work with technologies such as Next.js, React, React Native, Node.js, NestJS, Python, PHP, Docker, Kubernetes, AWS, GCP, and Azure, as well as tools for LLMs, automation, CI/CD and many others.

The technology stack is always selected based on the specific needs of the project to support performance, security, scalability and long-term growth.

What does the collaboration process look like?

First, we take the time to thoroughly understand your current situation, including your processes, technologies, team setup and business goals. This step is essential for identifying both opportunities and potential bottlenecks.

Based on this analysis, we design a tailored solution and define a clear implementation plan aligned with your priorities and expected outcomes. We focus not only on what to build, but also on how it fits into your existing workflows.

Finally, we move into implementation, where we deliver the solution, integrate it into your environment, and continuously measure its real impact. This allows us to validate results, optimize where needed, and ensure the solution brings long-term value.

How do I know if AI is suitable for our company?

We help you identify areas where AI can deliver measurable improvements, such as automating routine tasks, accelerating team workflows, or enabling better data-driven decision-making. Rather than starting with technology, we focus on your business needs and challenges. Together, we assess where AI can create real value and where it might not be the right fit. This way, you gain a clear understanding of the potential impact, expected return, and practical next steps, without unnecessary experimentation or wasted investment. If you want to explore this topic in more detail, you can also check out our ebook on the reality of AI transformation.

Do you also provide custom software development?

Yes. We design and develop web and mobile applications, internal systems, and complex platforms, always tailored to the client’s specific needs. Our approach goes beyond just development. We focus on building solutions that integrate seamlessly into your existing ecosystem and support your long-term business goals. Whether it’s a standalone product or part of a broader AI-driven transformation, we ensure the result is scalable, reliable, and ready for real-world use.

Can you take over and modernize an existing IT system?

Yes. We specialize in taking over existing systems and transforming them into efficient, scalable, and maintainable solutions. We start with a thorough audit of your infrastructure, codebase, and performance to identify key issues and opportunities. Based on that, we design a clear modernization plan and implement improvements step by step, without disrupting your operations. Our services include infrastructure audits, performance optimization, code refactoring, and cloud migration, always with a focus on long-term sustainability.

Do you offer long-term technical support?

Yes. We provide DevOps services, monitoring, infrastructure management and mentoring for internal teams. Our goal is not just to deliver a solution, but to ensure it runs reliably over time. We help you maintain performance, stability and security while continuously adapting to your evolving needs. At the same time, we support your team’s growth through knowledge sharing and mentoring, so you can stay independent while having a strong technical partner by your side.

How quickly can a project be launched?

It depends on the scope. A smaller audit or AI pilot may take a few weeks, while larger transformation projects may take several months. From the beginning, we focus on setting a realistic timeline based on your goals, priorities, and available resources. Whenever possible, we aim to deliver value early through quick wins and iterative progress, rather than waiting for a “big bang” launch. This approach allows you to see results sooner, reduce risk, and continuously adjust the direction based on real feedback.

How much do your services cost?

Pricing depends on the scope of the project, the complexity of the solution, and the level of expertise required. We always start with an initial consultation to understand your goals, current situation, and expected outcomes. Based on this, we prepare a tailored proposal with a clearly defined scope, timeline, and pricing structure. This ensures full transparency and alignment from the very beginning. Our focus is on delivering measurable value and making sure the investment makes business sense. Rather than offering one-size-fits-all pricing, we aim to create solutions that match your specific needs and deliver long-term impact.

How Do You Approach Architecture and Scalability?

We design solutions with a strong focus on modularity, scalability and long-term sustainability. Our approach ensures that systems are not only built for current needs, but are also ready to grow with your business and adapt to future requirements. We leverage modern architectural patterns such as microservices, event-driven architecture and API-first design, combined with cloud-native principles to ensure flexibility, performance and resilience.

Our solution design includes:

- CI/CD pipeline setup
- Infrastructure as Code (IaC)
- automated testing
- monitoring and observability

The goal is to minimize technical debt and enable seamless future growth.

How Do You Handle Security and Sensitive Data in AI Implementations?

Security is embedded into the design from the very beginning, following a security-by-design approach. We treat data protection as a core part of every solution, not as an afterthought.We ensure that all systems are designed with strict access control, transparency, and traceability in mind. Our goal is to minimize risk while maintaining flexibility and performance, so you can safely scale AI across your organization.

We focus on:

- data encryption (both in transit and at rest)
- access management (RBAC)
- audit logging
- anonymization or pseudonymization of data for AI models
- on-premise or private cloud infrastructure options

How Do You Take Over an Existing System or Technical Debt?

Taking over an existing system or addressing technical debt requires a structured and careful approach. We focus on understanding the current state in depth before making any changes, ensuring we don’t introduce unnecessary risk.Our goal is to stabilize the system, identify key issues and create a clear path forward that aligns with your business priorities.

We start with a technical audit that includes:

- code and architecture analysis
- performance and scalability assessment
- security review
- identification of critical dependencies

The outcome is a prioritized refactoring or modernization plan with clear business impact. During the transition, we focus on minimizing downtime and ensuring operational continuity.

What Is the Real Business Impact of AI Transformation?

The real impact of AI depends on how well it is aligned with your business goals and processes. Without a clear focus on outcomes, even the most advanced solutions can fail to deliver value. Every project starts with defining measurable goals, such as:

- reducing operational costs
- increasing team productivity
- accelerating time-to-market
- improving conversion rates or enhancing customer experience

We do not implement technologies “just because they are trendy.” We design solutions with clear ROI and tangible business impact. Our collaboration also includes evaluating results after implementation.

How Does Techmates Minimize the Risks of Transformation Projects?

Every transformation project carries a certain level of risk, especially when introducing new technologies or changing existing processes. That’s why we focus on a structured, step-by-step approach that allows for continuous validation and control. Techmates divides transformation into phases: audit, pilot, validation, and scaling.

This approach:

- reduces investment risk
- enables rapid validation of benefits
- maintains control over the budget
- minimizes the impact on daily business operations

By following this structured process, Techmates avoids “large IT projects without results” and instead builds gradual, controlled change.

Frequently Asked Questions