December 18, 2025
1
min read
HappySignals
Softlandia helped HappySignals shape a clear AI-native roadmap to become the leading ITXM platform powered by AI.
AI Engine
SaaS

Product

HappySignals is an IT Experience Management (ITXM) Platform that enables enterprise IT departments to measure, analyze, and improve end-user experiences across all IT touchpoints, make data-driven decisions, and create more value for their business users.

The platform quantifies employee happiness and productivity, provides continuous real-time feedback, and offers actionable insights to drive improvements in IT service delivery.

Problem

  • Leadership wants HappySignals to be the best AI-native SaaS solution in the ITXM space.
  • In-house tech needed more AI expertise and resources.
  • Their first simple AI feature was built in-house, but they are unsure how to move forward with more complex AI features.

Solution

  • Softlandia provided insights into their current approach.
  • Conducted a workshop with the CEO, CTO, and technical team to review dashboard data and identify pain points for the next AI feature.
  • Suggested an approach for additional AI features in the next release.
  • Recommended external AI tools to optimize the solution.
  • Advised on AI architecture.
  • Helped management plan a long-term AI-native roadmap.
Author
Cases Studies
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

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