Connect your data and pin the questions that matter. One click keeps both your numbers and the live web in sync — and shows you exactly what moved since last time. Your data and the world, on one screen, always current.
So you build the dashboard once, then re-check it by hand — reload the data, re-run the same searches, try to remember last week’s numbers. The moment that actually matters — the number that moved, the source that appeared — is the one you find out about late.
datavisual.studio keeps your data and the live web in sync behind one dashboard, and leads with the delta: what moved, by how much, and what’s new — since the last time you looked.
The dashboard work you’d do in a BI suite and the research you’d do in five browser tabs — in one place, and alive.
PostgreSQL, MySQL, SQLite or any JSON REST API — read-only, so the dashboard reflects the source, not a stale export.
Turn any dashboard or report into a public, read-only link. No sign-in for viewers; your data source and keys stay private.
Structured PDF or self-contained HTML — charts embedded as images, rendered markdown and cited sources.
Minimal, Overview, Full, KPI or Visual — then pick the column the headline metric and first charts revolve around.
Every dataset comes with a searchable, sortable, paginated table and one-click CSV download.
When your data carries ratings, a deterministic ELO / Poisson / XGBoost engine adds calibrated forecasts.
One tool that flexes from a quick chart to a fully-monitored, cited research board.
Skip the BI-tool setup — a full dashboard from a CSV or query in seconds, then refine it in plain English.
Watch the metrics that matter and the market around them; one Update tells you what moved since yesterday.
Ask a hard question and get a cited, multi-model report grounded in live web research — not one model’s guess.
Share a live, read-only link so anyone can see the dashboard — no seats, no sign-in, no exposed keys.
Upload CSV / Excel / JSON, or connect a database with a read-only query.
Pick a template — metrics, charts, comparison and table appear instantly, every widget rebuildable.
One-click components, form editors, or just tell the assistant what you want.
Hit Update to re-pull the source and see what changed — your edits survive.
With or without a dataset attached. Watch every step live.
Targeted web searches gather current facts; multiple models analyse and peer-review anonymously.
A chairman synthesises one calibrated answer — sources, consensus and prediction tables.
The findings, analytics and charts land on a live dashboard you keep editing and monitoring.
This one’s for the engineers. The interesting part of this product isn’t the feature list — it’s the constraints it holds so the numbers can be trusted. A stranger’s browser talks to a thin Next.js proxy, which is the only thing that reaches the FastAPI backend; all state is JSON on disk.
Next.js 16 · React 19 on Vercel · FastAPI · pandas · Plotly on AWS · Clerk for identity · JSON on disk. No database.
The LLM turns your question into a JSON query spec; a deterministic Python engine executes it and phrases the answer from the result. Nothing about a number is left to the model — so every figure the product shows can be defended, because a person or a test can re-derive it.
Every figure in an answer must appear in the computed result or be a derivation the answer shows its working for — otherwise it refuses rather than guess. A level like MRR is never summed across time; “total customers in June” aggregates across plans, not one of them.
Users bring their own AI keys, encrypted at rest and resolved per request from the signed-in identity. The owner’s key is never spent on someone else’s request — so the product can be free without a metered bill in the middle.
For research, several models answer independently, review each other’s answers anonymously, and a chairman synthesises one cited report. No single model’s confidence is load-bearing, and a model that quietly drops out is surfaced, not hidden.
All state is JSON on disk. For a single-tenant, single-replica product that removes migrations, a connection pool and a second backup target — and makes the security model tractable: one directory is the trust boundary, one function is the id check.
Charts carry a text alternative generated from the plotted numbers (not the LLM) and a “view as table” toggle; overlays trap and restore focus; contrast meets WCAG AA. axe runs on every route in CI. The a11y is in the components, not bolted on after.
The app is free and open source. You bring your own AI key (OpenRouter, and optionally Google Gemini) and pay the provider directly for what you run — there’s no markup and no bill from us. Rough real costs, so money is never a surprise:
Charts, metrics and the table are computed deterministically — no AI call at all.
One fast-model call to turn your words into a query spec. Fractions of a cent.
3 web searches + a multi-model council. Depends entirely on the models you choose.
Yes. The app is free — you bring your own AI provider keys (OpenRouter, and optionally Google Gemini) and pay those providers directly for usage. We never bill you, and your keys are only ever sent to the AI providers themselves.
Upload a CSV, Excel or JSON file, or connect a SQL database (PostgreSQL, MySQL, SQLite) or any JSON REST API. Database imports are read-only, and your dashboard can re-pull from the source anytime.
Dashboards are editable by chat and by hand, and they don’t just display your numbers. One “Update” re-pulls your data and re-runs the research questions you pinned, then shows a clear feed of exactly what changed since last time.
Instead of trusting one model, several AI models answer your question independently, review each other’s answers anonymously, and a chairman model synthesises a single cited report — grounded in live web search.
Yes. Any dashboard or research report can be shared as a public, read-only link. Viewers can explore the charts and data but can’t edit anything, and your data source and AI keys are never exposed.
On the platform’s own server, on local disk — there is no third-party database. Your datasets, dashboards and reports are private to your account and are never sold or shared.
Free to use — sign in and start building living dashboards in minutes.
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