03
AI solutions
Productisation of AI
RAG architectures
Artificial intelligence applications
"The role of the Kipinä's experts is to bring foresight and data-driven leadership to support complex decision-making."
Mikael Kulma, Senior Tech Lead
Kipinä's top-level data and AI expertise brings critical foresight and adaptability to the unpredictable landscape of digital development. Our goal is to strengthen each client's ability to lead digital endeavours with data-driven insights.
Combining data and AI is one of the many ways we are making the most of our customers' own data to ensure future competitiveness. We offer both business-relevant solutions to support day-to-day operations and new innovations to design and implement technology changes.
Our data experts' understanding of the business landscape is a valuable addition to each of our customers' internal teams when it comes to driving new business models from MVP architectures towards scalable and transformational business.
Cutting-edge
AI solutions for businesses
PRODUCING THE TEXT
from an experiment to a clear service
The bottleneck in the productisation of AI is often the translation of a technical experiment into a functioning service. Spark'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 Spark 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. Spark'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 Spark 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?
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- Jari Huilla, CTO & Partner
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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.
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