Kuullas - Cases Studies

December 18, 2025

min read

Kuullas

Softlandia transformed Kuullas’ platform into an AI-powered matchmaking engine for employee mental coaching.

AI Engine

Product‍

Kuullas offers employee mental coaching service (matchmaking platform)

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Notable Customers‍

Large multinational insurance companies, large engineering service companies (5,000+ employees)

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Problem‍

Kuullas wanted to build a matchmaking solution but lacked a tech team with applied AI expertise.

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Solution

‍Softlandia converted their existing solution from an unmaintainable system to an AI-powered recommendation engine.

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Author

Cases Studies

Profile

Testimonials

Quote

name

I really appreciate Mikko! He improved LlamaIndex's Qdrant integration by fixing critical issues in the QdrantVectorStore API—enhancing query accuracy, reliability and performance of LlamaIndex.

Jerry Liu

CEO & Co-founder

Mikko is awesome! He built a prompt support system for Guardrails AI back when OpenAI's API only supported basic text completion. His solution improved the quality of language model outputs.

Shreya Rajpal

CEO and Co-founder

Working with Softlandia was great! Mikko and Henrik built a Slack bot integrated with real-time RAG pipelines, delivering instant and accurate answers to questions. The bot was created during a live 2-hour session streamed on YouTube.

Zander Matheson

CEO & Co-founder

We love Olli-Pekka! He added support for dynamic Bearer Token authentication in the Qdrant client, enabling customers to integrate seamlessly with Azure and other platforms.

Andre Zayarni

CEO & Co-founder