Healthcare practice management platform with integrated AI automation
DreamBuilders builds software for medical and physical therapy practices in Italy, with two flagship products (DottAI and FisioDesk) serving over 1,500 practitioners. The tech stack reveals an AI-first engineering direction: Java and Kotlin for backend, React and Angular for frontend, MongoDB for data, and active LLM integration work (OpenAI, Anthropic, RAG) across the project list. The pain-point pattern—fragmented tools, manual workflows, lack of AI in real clinical processes—aligns directly with their near-term roadmap: embedding LLMs into existing workflows rather than shipping isolated tools.
DreamBuilders develops practice-management and patient-discovery software for healthcare professionals in Italy. The product suite includes DottAI and FisioDesk (backend management tools for medical and therapy practices), plus SoloDottori and Fisioterapistaa (patient-facing search and booking interfaces). The integrated ecosystem claims to save practitioners over 4,000 hours of administrative work daily across their user base. Current focus is migrating from standalone tooling toward an AI-augmented operating system for clinical workflows—connecting patient acquisition, scheduling, billing, and clinical automation in a single platform.
Java, Kotlin, C# for backend; JavaScript, TypeScript, React, Angular, Vue for frontend; MongoDB for data storage; Python, OpenAI, and Anthropic for LLM integration and RAG pipelines.
LLM integration, AI pipeline development, and AI feature interfaces for their DottAI and FisioDesk products, alongside full-stack feature development and practitioner onboarding workflows.
Other companies in the same industry, closest in size