Liki AI – from idea to a working product. Faster with AI.
We help startups and companies design, build and grow digital products powered by artificial intelligence.
We bring product strategy, UX/UI, software engineering and AI together in one experienced team. We also use AI and AI agents inside our own delivery process to accelerate analysis, prototyping, implementation and testing – without giving up quality, security or accountability for the product.
AI-accelerated. Human-led. Built to launch.
You have an idea. You have a product. You want to take the next step with AI.
Not every company starts from the same place.
You may have an idea for a new product but still need to turn it into a viable technology plan. You may already run a platform and want to add meaningful AI capabilities. You may have an internal team that needs additional expertise. Or you may simply see opportunities for AI in your business but do not want to implement it just because it is fashionable.
Liki AI helps you find the right point of entry.
We start with the business problem, the user and the desired outcome. Technology comes next.
- you have an idea for a new digital product and need a team to help design and build it
- you want to create an MVP or validate an idea before making a larger investment
- you already have an application or platform and want to extend it with AI capabilities
- you want to use AI agents to automate processes or handle specific tasks
- you need additional AI and software engineering expertise within your current team
- you want to build a practical AI strategy for your organisation
- you are preparing an innovation project and need a technology partner accountable for delivery
What is Liki AI?
Liki AI combines the experience of an established software engineering company with a new AI-assisted product-development model.
Liki has been building software and digital products for more than a decade. Today, we combine that experience with generative AI, large language models and AI agents.
We do not stop at a proof of concept or a single model integration.
We can take responsibility for the entire journey – from understanding the idea, product design and architecture through development and integrations to deployment, maintenance and continued growth.
This means AI does not sit next to the product as an isolated add-on. It becomes part of a well-designed technology solution.
How can we help you build and grow a product with AI?
Product Strategy & AI Discovery
Before we build, we help determine what is actually worth building.
We analyse the business problem, users, current product, data, processes and realistic opportunities for AI.
The outcome can include a solution concept, functional scope, architecture outline, priorities, roadmap and a concrete path into delivery.
Prototype & Validation
Not every idea needs a complete product from day one.
We design UX/UI, interactive prototypes and technical proofs of concept that help validate critical assumptions with users, investors or internal stakeholders.
That makes the next investment decision evidence-based rather than assumption-driven.
MVP & Product Development
We build complete web, mobile and platform solutions – from the user interface to backend services, integrations, analytics and cloud infrastructure.
We can create a new product from scratch or take ownership of a defined part of an existing solution.
We use AI where it creates real value for the product and its users.
Agentic AI Development
Agentic AI Development means using AI agents both inside the product and inside the way the product is built.
Agents can perform defined tasks, use data and tools, analyse information, take multiple steps within a controlled workflow and cooperate with other parts of a system.
We build solutions that use AI agents for process automation, knowledge work, user support and complex business workflows.
At the same time, we use AI agents within our engineering process to accelerate analysis, prototyping, implementation, testing, documentation and review.
AI helps the team move faster. Experienced people remain accountable for the product.
Architecture, security, technology decisions, code quality and release remain under the control of our designers, engineers and architects.
AI Features & Integrations
You do not always need a completely new product.
We can add AI to an application or system that is already in production.
- AI assistants
- task-specific AI agents
- semantic search
- knowledge systems and RAG solutions
- voicebots and conversational AI
- workflow and process automation
- integration of AI models with existing systems
- AI-assisted data analysis and processing
- intelligent features tailored to a specific product
We do not start by asking: ‘Where can we add AI?’ We start by asking: what should work better for the user or the business?
Launch, Scale & Support
An MVP is not the end of the product journey.
We help prepare solutions for real users, deploy them to production, monitor performance and deliver further improvements.
As the product grows, we can evolve its architecture, infrastructure, integrations and AI capabilities.
AI in your company – not just a new product
Artificial intelligence can change not only the products you offer customers, but also how your organisation operates.
We help companies identify where AI can create real value, assess feasibility and translate ideas into working solutions.
That may mean automating repetitive processes, creating internal assistants, improving access to organisational knowledge, integrating AI with existing software or preparing the team and infrastructure for future AI use cases.
The goal is not to deploy as many AI tools as possible.
The goal is to build capabilities and solutions that make business sense.
AI-accelerated development – faster, with accountability
Modern AI tools can significantly accelerate software delivery. That does not mean AI should make every important product decision on its own.
At Liki AI, we use agents and AI tools inside a professional software development process.
AI can accelerate:
- exploration of product and technical options
- prototyping
- repetitive implementation work
- selected integrations
- test generation and extension
- documentation
- refactoring and code-review support
- analysis of project knowledge
- iteration based on stakeholder feedback
Our specialists remain accountable for:
- product strategy and priorities
- system architecture
- data use and protection
- security and privacy
- integration design
- quality standards
- code review
- testing and release decisions
- the final behaviour of the product
This gives us the speed benefits of AI without building products that depend solely on automatically generated code.
One team from the first idea to production
A digital product is rarely just a coding problem.
You need to understand the user, design the experience, select the right architecture, build the software, connect systems, ensure quality, deploy the solution and continue improving it.
That is why Liki brings the following capabilities together in one team:
Product Strategy → UX/UI → Software Development → AI → Cloud → Integrations → QA → Launch → Scale
You can start working with us at any stage.
We can own the full product or join your existing team and take responsibility for a defined workstream.
How does working with Liki AI look?
1. We start with the problem
We learn about the product, users, business model, technology constraints and current project stage.
2. We define the most important next step
We do not try to build everything at once. We define the smallest meaningful scope that can validate an assumption or produce a concrete outcome.
3. We design the solution
We combine product thinking, UX/UI, architecture, software engineering and AI.
4. We build and iterate
We develop the product in short, reviewable increments. AI helps us accelerate selected parts of the process, while the team remains responsible for the outcome.
5. We launch and measure
The product reaches real users. We observe how it performs, gather data and improve what matters.
6. We scale
As the product grows, we evolve its architecture, features, AI capabilities and delivery model.
AI for startups – technology that can grow with the product
Startups need speed, but that speed should not create technical debt that blocks future growth.
Liki AI can support a startup from the first idea through prototype and MVP, then remain the technology partner during launch and scale.
For startups that already have their own engineers, we can also own a specific area – for example AI, mobile, backend, cloud, architecture or a new product workstream.
You grow the business. We help make sure the technology can keep up with the ambition.
Technology partner for funded innovation
Liki AI also supports companies, startups and consortia preparing technology projects funded through external programmes.
We are not a grant-writing consultancy.
We can, however, own the technology workstream: feasibility, solution concept, architecture, scope, work packages, estimates, milestones, risks and later implementation.
That way, the technical part of the project is shaped by a team that can actually build and operate it if the project receives funding.
We do not only talk about AI. We build our own solutions.
Our AI experience is not limited to consulting.
We also develop our own products and solutions powered by artificial intelligence.
Ludwik.ai demonstrates conversational and voice-driven AI experiences designed for natural interaction between users and systems.
ORION combines AI, IoT, data and integrations within a complex technology environment.
Building our own products means we deal with the same challenges our clients face: from idea and architecture through integrations and development to operating a solution in the real world.
Liki AI – frequently asked questions
What is Agentic AI Development?
Agentic AI Development means building solutions that use AI agents capable of performing defined tasks, using data and tools, and executing multi-step processes. At Liki, we use agents both as part of client products and as tools supporting a professional software delivery process.
Can you add AI to an existing product?
Yes. We do not need to rebuild your application from scratch. We can analyse the existing system and design specific AI features, integrations, assistants, RAG solutions, automations or agents that work with your current product.
Does AI replace developers?
No. AI accelerates selected parts of the process, but experienced people remain responsible for architecture, security, quality, code review and the final release.
Does Liki AI work only with startups?
No. We work with startups and scaleups, but also with companies developing existing digital products and innovation teams responsible for technology transformation.
Can you work with our existing team?
Yes. We can own the entire product-development process or take responsibility for a defined workstream while collaborating with your internal team.
Where should a company start with AI?
Start with a concrete problem, process or user need. The first step can be a focused assessment of potential AI use cases, feasibility and business value. Technology choices and implementation should follow from that analysis.
What do you want to build?
Do you have a product idea? Are you growing an existing platform? Do you want to use AI but need a concrete plan?
Let's talk about where you are today and what the next meaningful product step should be.
You do not need to arrive with a finished technical specification.
A problem, an idea or a product you want to improve is enough to start.
