AI Engine
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Dobbin
Dobbin: Softlandia helped build a scalable AI business, resolving architecture debates and accelerating product speed.
Cases Studies|
1min read
Kuullas
Softlandia transformed Kuullas’ platform into an operational AI-powered matchmaking engine for employee mental coaching
Location: Finland
Industry: Employee Wellbeing & Coaching, B2B SaaS
Use case: Digital coaching and mental wellbeing support for employees
Notable customers: Afry, Luhta, large multinational insurance companies, large engineering service companies (5,000+ employees)
Kuullas has built proactive mental coaching is a tool that supports employee well-being, develops personal capabilities, and prevents mental challenges, thus increasing the value of your organization's personnel on both individual and team levels. The service is offered to employees of the customer companies as part of the HR-services.
The tool connects employees with suitable coaches through a digital matchmaking platform, supporting mental wellbeing at scale in large organizations.
The Challenge
Kuullas wanted to take their online matchmaking solution to production but lacked a tech team with applied AI expertise. Delivery of the whole solution was done in co-operation with Qvik. Softlandia responsibility was to design and implement the AI Engine for the platform.
Solution
****Softlandia converted their existing solution from an prototype to an operational AI-powered recommendation engine.
Testimonials
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, LlamaIndex
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, Guardrails AI
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, Bytewax
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, Qdrant
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