About Kosmo AI

Kosmo AI helps websites move beyond static search and rigid filters. Instead of requiring customers to browse, it enables natural conversations—so people can ask real questions, explore options, and discover what truly fits their needs. Intent becomes clearer, guidance becomes smarter, and discovery feels effortless.

For organisations, those conversations turn into insight. Kosmo AI reveals what customers are asking, where they hesitate, and what they value—enabling better decisions and a more intelligent customer experience across digital channels.

Kosmo AI turns websites into conversations—and conversations into clarity.

What powers Kosmo AI

• Production-grade MVC platform, built to scale.
• Purpose-built AI layer for ingestion, retrieval, and LLM orchestration.
• Intelligent pipelines for crawling, cleaning, chunking, and embedding content.
• Retrieval-augmented generation (RAG), grounded in your data.
• Vector search with pgvector for semantic understanding.
• LLM-powered conversations via RubyLLM and Azure OpenAI.
• Prompting, memory, and tools for consistent, high-quality answers.
• Secure, scalable deployment on Salesforce Heroku.

Built with: Ruby on Rails 8.1 · PostgreSQL + pgvector · Hotwire · Tailwind CSS · Devise · Solid Queue · Firecrawl · REST APIs