How it works

Upload a CSV.
Get a boardroom report.

No setup, no cleaning, no dashboards to configure. You hand Quantiri a dataset; it hands you back a finished intelligence report — ranked findings, narrative chapters, and interactive charts — in minutes.

The experience

Three steps.
Minutes, not days.

From your side it could not be simpler. The sophistication is all under the hood — and we're happy to show you.

01

Upload your data

Drop in a CSV — customer records, transactions, survey responses, anything structured. Messy column names and missing values are fine. There is nothing to configure.

02

Quantiri does the analysis

It profiles your data, finds the patterns that are statistically real, and ranks them by how much they'd change a decision. The numbers are computed, not guessed.

See how the engine works
03

Read your report

A complete, narrated report arrives — an executive headline, ranked findings with charts, interactive widgets, and a clear set of next actions. Share the link and walk in ready.

What works

Most structured CSVs
work out of the box.

Any dataset with numeric columns, categorical dimensions, and more than ~50 rows will produce real findings. You do not need to pre-process, clean, or format your data.

Customer / CRM recordsChurn, spend, tenure, segment
Financial transactionsSpend by department, vendor, category
Survey responsesLikert scales, NPS, sentiment dimensions
Marketing performanceChannel, conversion, spend, revenue
Healthcare / clinical recordsOutcomes, vitals, demographics
Time-series with metricsDaily revenue, weekly signups, monthly KPIs
Panel dataSame metrics tracked across entities over time
Product / inventory dataCategories, attributes, pricing, performance
Current limits

Three things
we don't yet cover.

Quantiri is a statistical intelligence engine. It works on numbers and categories. Unstructured text and binary data are outside its current scope.

Pure text datasets
Review corpora, email bodies, free-text only. Quantiri analyses structured numbers and categories.
Image or binary data
Only CSV columns are analysed. Embedded file paths are treated as identifiers.
Very small datasets
Statistical analysis needs a real sample — roughly 50 rows or more — to produce meaningful findings.
Size guidance
50 – 10,000 rowsOptimal. Full analysis, fast.
10,000 – 500,000 rowsRecommended subsample mode.
500,000+ rowsAggregation mode. Contact us.
What you receive

The anatomy
of every report.

Every Quantiri report has the same structure. Eight sections. Each one earns its place — nothing is filler, nothing is boilerplate.

01
Executive headline

A single sentence that captures the most important finding. Written to be forwarded without context.

"Professionals log a quarter of all weekend screen hours — yet Android and iOS split the market almost perfectly in half."

02
Thesis

Two to three sentences framing the dataset's central tension — the story the data is telling at the highest level of abstraction.

03
Ranked findings

Each finding carries a strength badge, a narrative chapter, a chart, an interactive widget where it helps, and a plain-language so-what. Ordered by business impact, not p-value.

04
Interactive charts

Bar charts, scatter plots, or line charts — whichever type fits the signal. Axes and captions written from the evidence, not templated.

05
Interactive widgets

Where a finding benefits from exploration, the report embeds a focused widget — a spectrum comparison or a calculator that lets you test the numbers yourself.

06
Derived statistics

Explicit arithmetic that extends the raw evidence — ratios, gaps, projections — with the formula shown. Every number traceable to its source.

"3.27× — the upper spread is more than three times the lower spread. Formula: 3,615.8 ÷ 1,104.9"

07
Closing summary

A paragraph-length conclusion and a four-cell stats grid pulling the most memorable numbers from across all findings.

08
Data integrity note

A footer-level statement confirming all figures came from the computed evidence and no values were imputed beyond the formulas shown.

Ready

The fastest way to understand
what the data is saying.

Early access is opening gradually. Join the list and we'll reach out when your spot is ready — no card required.