AI dashboard and stat tables for market research

Ask your survey data a question. Get the dashboard and the stat tables.

Explora is built for market-research institutes. Chat on the left, dashboard on the right, and the dashboard builds itself while you talk. The statistical tables are exported as CSV and XLSX. Built on top of the Strategoi Vertex engine.

Explora with the chat on the left and the dashboard on the right: KPI tiles and bar charts built from a question

The rule

The AI never writes a number.

Every number in a table, chart, animation or chat comment comes from the Strategoi Vertex engine. A number the AI did not read from a table is rewritten before it reaches the reader.

The engine

Why the numbers hold

Industry-standard syntax

Vertex was built to run the industry-standard Quantum tabulation syntax: axes, tables, weights, bases and significance tests. Existing tabulation programs and expertise carry over.

Cell by cell identical

Results identical to the reference tabulation outputs: 99.999% of cells (2,249,883 of 2,249,916 across nine reference runs; the 33 differences are significance letters).

Nothing hidden

The program is always visible and editable in Vertex Studio: axes, run and results. Nothing is hidden behind the AI.

Export and traceability

Every stat table exports to CSV and XLSX with bases, percentages and significance letters, and carries the engine version and a data fingerprint.

About Strategoi Vertex

How it works

From a question to a dashboard in four steps

1

Reads

The AI reads the dataset and the files you drop in chat: questionnaires, analysis plans, old tables and charts.

2

Writes the program

It writes the Vertex program, always visible and editable by anyone who can read it.

3

Computes

Vertex computes the tables, already prepared for every filter option.

4

Dashboard ready

KPIs, charts, tables and the comment in chat, all in one place.

No tabulation code to write by hand No steps to approve: ask and refine in chat New data: the dashboard recomputes itself A broken program keeps the good numbers and shows the error

In the product

Real screens, synthetic data

The interface below is the working product, on synthetic data.

Start from a question

Type what you want to know about your data, load a dataset or pick one, and Explora creates the dashboard.

Explora home with a question box, dataset selector and a list of existing dashboards
Explora dashboard with KPI tiles, bar charts and a gender filter

A dashboard you can filter

KPIs, charts and tables, with filters that switch instantly because the tables are already computed.

Refine in chat

Ask for a change and the dashboard updates while the assistant works. Nothing to approve.

Explora with the assistant working in chat while the dashboard updates live
the Vertex Studio editor with axes definitions and the run control

Vertex Studio

For people who know tabulation: axes, tables, weights, run and results sit beside the program. Read it, edit it, run it again.

Explora full-width chat view with the assistant's summary and a link to the dashboard

Comments you can trust

The assistant summarises findings in chat, and every figure it quotes was read from a Vertex table.

a crosstab with bases and percentages and the CSV/XLSX download

Export the stat tables

Download all the tables of a dashboard as CSV or XLSX, with bases, percentages and significance letters.

Command palette

Download all tables, share, set filters or start a new dashboard from the keyboard.

Explora command palette listing actions such as download all tables, share and filters

Platform

Four pillars

Data

SPSS, CSV, Excel, Parquet and fixed-width survey files, or a read-only link to PostgreSQL, SQL Server or MySQL.

Tables

The Strategoi Vertex engine: crosstabs, weights, bases, significance letters and statistics.

Dashboards

KPIs, charts, tables, notes, MP4 animations and filters, with CSV and XLSX download.

Sharing

Private, whole workarea, or a read-only link. Readers ask the AI on their own copy.

Roles

Built for the whole institute

Editor

  • Loads data or links a database
  • Builds dashboards with the AI
  • Reads and edits Vertex programs
  • Shares

Viewer

  • Opens shared dashboards
  • Asks the AI on their copy
  • Downloads CSV and XLSX
  • Sees only Vertex-computed numbers

Administrator

  • Users and roles
  • AI spending caps
  • Public links on or off
  • Institute databases

Security

Your data stays yours

Isolated workarea

One workarea per institute, with its own users, storage and encryption key.

MFA and roles

Multi-factor sign-in with an authenticator app, and separate roles.

AWS Milan

Data, computation and dashboards run on AWS in Milan (eu-south-1).

AI in the EU

Claude on Amazon Bedrock with an EU inference profile. Requests stay in the EU and nothing is trained on your data.

Read-only databases

Credentials live in AWS Secrets Manager, never visible to the AI or in logs.

Caps and traceability

AI spending caps per role and person. Every table carries the engine version and a data fingerprint.

Try it on your data

A demo on one of your studies: we load the data, ask the AI for a dashboard, and compare the tables with yours cell by cell.

Request information