03
AI solutions
Building agents
Productisation of AI
RAG architectures
Artificial intelligence applications
“Kipinä’s experts’ bold, playmaker-like approach is a true catalyst for growth in any company’s AI-driven digital transformation.”
Mikael Kulma, Senior Tech Lead
We help our clients leverage artificial intelligence in a business-driven way by combining the expertise of our experienced specialists with the opportunities offered by new technologies, such as AI and chatbots. Our approach is rooted in a strong Senior Tech Leadership mindset: we don’t just implement technology; we take full responsibility for ensuring that solutions are sustainable, appropriate, and genuinely add value to our clients’ businesses. Crucially, our experienced experts know how to identify where AI brings real benefits and where human expertise, judgment, and accountability are needed.
Senior Tech Leadership is reflected in our work through our ability to make the right choices amid uncertainty, steer development with a long-term perspective, and ensure that solutions do not remain mere experiments but evolve into production-ready and scalable services. By combining our experts’ experience, our understanding of the client’s business, and the potential of artificial intelligence, we build solutions that streamline work, free up time for what matters most, and create new ways to generate value—sustainably and in a controlled manner.
Cutting-edge
AI solutions for businesses
BUILDING AGENTSFrom an idea to a scalable operation
PRODUCING THE TEXT
from an experiment to a clear service
We build customized AI agents that operate independently, purposefully, and responsibly as part of our customers' digital processes. Agents are not just individual automations, but intelligent actors capable of observing, deciding, and acting in accordance with defined goals – always under human control and supporting business logic. We design agents to be secure, scalable, and transparent, as part of the existing architecture and development culture.
At Kipinä, agent development is based on strong technical expertise, the modern Agentic AI development model, and a deep understanding of business needs. We work closely with our customers to ensure that AI agents deliver real value, support people's work, and promote responsible digital development.
The bottleneck in the productisation of AI is often the translation of a technical experiment into a functioning service. Kipinä's deep experience in AI projects across industries enables AI solutions that combine both technology and business needs. Our strong software development processes, understanding of the user experience and management of demanding technical complexities enable our customers to deliver AI solutions that are definable, maintainable and genuinely useful to the customer. The end result is an AI-based service that is designed from start to finish for use and further development.
RAG RESOURCES
Generative AI and enterprise data
Retrieval-Augmented Generation (RAG) solutions open the door for generative AI to tap into an organisation's own knowledge base and produce answers based on real facts. At Kipinä Software, we build secure and scalable RAG architectures so that data warehouses, retrieval processes and AI models work reliably together and become a sustainable part of the customer's infrastructure.
TEKOΛEΛOOVELLUKS - tailor-made solutions for everyday needs
Our AI application development is guided by the same principle as all software development: always starting with the customer's specific need, not the allure of a new technology. We develop AI applications as internal tools to enhance information retrieval or as customer interface solutions to support customer service. We bring strong and broad software expertise and an important realistic approach to application development: for us, AI is one technology among others, and the best place for it is in understanding the customer's processes and business objectives.
Cutting-edge
AI solutions for businesses
PRODUCING TEKOÄLYN
- from experiment to clear service
The bottleneck in the productisation of AI is often the translation of a technical experiment into a functioning service. Kipinä's deep experience in AI projects across industries enables AI solutions that combine both technology and business needs.
Our strong software development processes, understanding of the user experience and management of demanding technical complexities enable our customers to deliver AI solutions that are definable, maintainable and genuinely useful to the customer. The end result is an AI-based service that is designed from start to finish for use and further development.
RAG RESOURCES
Generative AI and enterprise data
Retrieval-Augmented Generation (RAG) solutions open the door for generative AI to tap into an organisation's own knowledge base and produce answers based on real facts. At Kipinä Software, we build secure and scalable RAG architectures so that data warehouses, retrieval processes and AI models work reliably together and become a sustainable part of the customer's infrastructure.
CONSTRUCTIONS
- tailor-made solutions for everyday needs
Our AI application development is guided by the same principle as all software development: always starting with the customer's specific need, not the allure of a new technology. We develop AI applications as internal tools to enhance information retrieval or as customer interface solutions to support customer service. We bring strong and broad software expertise and an important realistic approach to application development: for us, AI is one technology among others, and the best place for it is in understanding the customer's processes and business objectives.
What kind of future can AI-accelerated technology enable for you?
Book your own free AI business visit to hear about winning AI solutions, our most exciting projects and what opportunities AI solutions can bring to your software development and business growth!
- Jari Huilla, CTO & Partner
Popular AI Visits for businesses!
CASE PLANET AI
From an impossible idea to a unique AI solution.
PlanetAI is an impact-driven technology company that turns corporate sustainability goals into tangible, comparable data. Developed in partnership with Kipinä, the Planet AI platform is a unique enterprise-level AI solution used by dozens of leading companies to monitor ESG performance, analyse competitive landscape and conduct supply chain sustainability audits.
Read how the collaboration took PlanetAI from an idea to a global growth service!
What does it take to productise an AI solution? Take away lessons learned from two development projects.
05 | 2025, Olli Laine, Co-founder, & CEO
AI solutions often leave the impression of complex mathematics, black boxes and consultant jargon. But when you look at the practical level of AI development, the myth of building an AI product quickly disappears. Productising AI requires the same as any successful product: a clear problem, a bold vision and a good team.
Through two very different Kipinä customer cases, we will open up about what lessons we have learned along the way, how to make development work smoothly and how to ensure a successful outcome. Lessons to take back to your own product development.
OUR INSIGHTS
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