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

Softlandia built an AI engine for Amplify to surface insights, compare initiatives, and guide smarter decisions.

Location: Los Angeles, USA | Australia
Industry: Enterprise SaaS
Use case: Centralizing and streamlining management of complex strategy
Notable customers: HP, Pfizer, GEA, Coca Cola
Amplify is a strategy execution platform that centralizes and streamlines the management of complex initiatives—such as digital transformation, M&A, and cost optimization—by aligning goals, tracking benefits, and providing real-time insights to accelerate value delivery.
Amplify Now customers use the Amplify platform to host thousands of strategic initiatives. There was a need to quickly identify projects that are performing well or poorly, and to find similarities between successful projects.
The in-house team was busy onboarding new customers and developing traditional features. The need for upskilling in AI was identified.
Softlandia developed an agentic SQL AI engine that enables users to discover relevant projects based on structured criteria and identify comparable historical projects directly from data sources. The engine autonomously queries and correlates project data, synthesizes insights across similar cases, and produces concise summaries with recommended actions to support the initiation of new projects.

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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