Case Study: Collato achieves faster AI model fine-tuning and stronger data security with Google Cloud Platform

Collato Enabling effective knowledge management with Vertex AI

Collato, a Berlin-based startup founded in 2020, needed better access to cutting-edge machine learning tools to improve its AI-enabled documentation software and reduce information silos for product teams. To support this goal, Collato migrated its infrastructure to Google Cloud Platform and used Vertex AI, along with Vector Search and Google’s latest language models, to power its AI assistant.

Google Cloud Platform helped Collato fine-tune models more easily, use a data distillation strategy, and protect user data with strong encryption standards. The result was comparable output with much shorter response times, fewer hallucinations, improved LLM accuracy, and an estimated acceleration of Collato’s machine learning journey by six months, helping the company bring new product features to market faster.

Collato

Sara Kola

Senior Software Engineer