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…
TrueState – AI chatbot to analyse data with natural language launched on October 15, 2025 with 12 votes, #913 of 8,178 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 1 year on.
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
Engineering better decisions at scale for complex businesses
We engineer intelligence around your most consequential decisions to drive better outcomes at scale. We team expert data scientists with Dawn, our AI-native advanced analytics platform, to deliver industry-leading performance and time-to-impact so your business can reach its true potential sooner. Every business runs on decisions. What to produce. Who to call. Where to allocate capital. How to move goods. Each one affects an outcome. Across thousands of decisions, those outcomes shape your revenue, costs and capacity. We combine your business knowledge with data science to make those decisions more precise, consistent and repeatable. The first step is finding where that improvement would…from truestate.io
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…
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