
Dobbin
Dobbin: Softlandia helped build a scalable AI business, resolving architecture debates and accelerating product speed.

Softlandia helped Zoined turn AI ambition into an agentic analytics engine that lets customers chat with real-time data.

Location: Finland
Industry: Analytics & Business Intelligence (Retail, Restaurant, and Wholesale) SaaS
Use case: Real-time analytics and dashboards with integrated data sources; conversational analytics
Notable customers: Ralph Lauren, Pizza Hut, Diageo, The Body Shop
Zoined provides analytics and dashboard solutions that combine data from over 50 sources, helping retail, restaurant, and wholesale businesses gain real-time visibility into their operations and performance.
Zoined wanted to enable its customers to chat with their data in order to uncover new insights through real-time visual analytics. While the vision was clear, AI architecture was unfamiliar territory for the team.
At the same time, the in-house tech team was stretched thin, balancing technical debt, ongoing product development, and incoming issues from customer support.
Softlandia supported Zoined by first auditing their initial AI data analyst bot and then helped evolve it into a scalable foundation. Early in the process, Zoined’s CEO, Sasa Moilanen, shared a clear vision of what the team wanted to build, using an example video as a reference point to align direction.
The work included:
As a result, Zoined gained:
If you are interested in the journey of Zoined, Sasa is building in public and regularly shares video updates on LinkedIn.
Zoined’s journey reflects a broader shift toward agentic AI. As more companies explore AI-powered agents on top of complex data systems, having the right architecture and foundations in place becomes critical. Softlandia helps teams move from early experiments to reliable, scalable AI engines built for real-world use.

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

Dobbin: Softlandia helped build a scalable AI business, resolving architecture debates and accelerating product speed.

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