Surveynomous

What is Surveynomous?

Surveynomous is an AI-native autonomous survey and analytics platform. It takes business goals as input and autonomously generates structured, high-quality surveys using LLM orchestration.

But the real power lies in what happens after responses come in — the platform builds a semantic insight layer on top of survey responses using RAG-based analytics. Instead of manually sifting through responses, you get structured, meaningful insights that are semantically linked to your original business goals.

How it works

1. Define your goal — Tell Surveynomous what you want to learn. It could be anything from customer satisfaction to product-market fit analysis.

2. AI generates the survey — Using LLM orchestration, the platform creates a structured survey tailored to your specific goal. Questions are designed to elicit meaningful, actionable responses.

3. Collect responses — Share the survey and collect responses as you normally would.

4. Semantic analysis — This is where the magic happens. Responses are embedded into a vector database, and RAG pipelines extract structured insights that directly map back to your original business goals.

Tech Stack

The frontend is built with Vue.js and Nuxt for a fast, server-rendered experience. The backend combines Python for AI/ML workloads and Node.js for API services. We use multiple LLMs for different orchestration tasks, Vector DBs for response embeddings, and custom RAG pipelines for the analytics layer.