TrueState – AI chatbot to analyse data with natural language
Hi HN, we're TrueState, a Sydney-based team of engineers. Together we've built a platform that helps non-technical and semi-technical users analyse their data with AI. Back in the pre-agentic IDE days, we found ourselves leaning heavily on ChatGPT for writing SQL queries, Matplotlib plotting code, and Pandas transformations. But a lack of sufficient context often meant we spent more time debugging than we actually saved. As recovering consultants and enterprise data team members, we also were haunted by the ad-hoc requests from executives that ate up all of our time. We envisioned an…
In plain words
TrueState is an AI chatbot platform that enables non-technical and semi-technical users to analyze data using natural language. Built by a Sydney-based team, it allows users to upload datasets and interact with them through conversation, automatically composing and executing SQL queries, data transformations, and visualizations. The platform aims to reduce time spent debugging code and handling ad-hoc data requests by providing an agent that can reliably compose, run, and analyze queries with sufficient context.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hi HN, we're TrueState, a Sydney-based team of engineers. Together we've built a platform that helps non-technical and semi-technical users analyse their data with AI. Back in the pre-agentic IDE days, we found ourselves leaning heavily on ChatGPT for writing SQL queries, Matplotlib plotting code, and Pandas transformations. But a lack of sufficient context often meant we spent more time debugging than we actually saved. As recovering consultants and enterprise data team members, we also were haunted by the ad-hoc requests from executives that ate up all of our time. We envisioned an application that would let us interact directly with our data - a bot that could reliably compose, run, debug, and analyse our queries for us. Enter the TrueState Analytics Agent. Built on top of our cloud infrastructure, in under five minutes anyone can register, upload a dataset, and start chatting in the browser. TrueState brings business and data teams together in a shared context workspace - combining a chat interface for real-time insights with an analytics environment where analysts can query, visualise, build dashboards, and orchestrate pipelines that train models end-to-end. Our goal is to let business and analytics teams move faster together - automating the repetitive work so analysts can focus on modelling and experimentation. We’d love to hear what you think, and any feedback you have! We’re still a small team, so please be nice . Following the link will let you sign up with $20 in free credit to get started. Try the demo on the classic Titanic dataset, or upload your own data!
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