The Brief Pipeline · ~7 min

The computed answer,
presented.

Your question answered with a real statistical method — then rendered as a designed one-page report you can share with a stakeholder. The result comes with live AI insights, the method that produced it, and a re-runnable tool that’s yours to point at fresh data anytime.

$5· re-run $2.50
Your welcome credits cover your first Brief · typically ready in about seven minutes

What you get.

A one-page report designed to be shared — not a wall of charts, but the answer, the numbers behind it, the method that produced it, and a permanent tool you own.

The lead chart + key figures

The chart that answers the question, plus a strip of the computed values a stakeholder needs to see — every number tied to executed code, never improvised.

Live AI insights

Written interpretation of the chart, grounded in the computed values — explaining what it means, not just what it shows. Re-generated when you re-run the tool on new data.

The method, on the page

Which statistical method was chosen, why it fits your data, and how it was applied — so anyone reading the report can defend it.

A re-runnable tool

The whole pipeline is packaged as a callable module you own. Point it at a fresh export next month for $2.50 — same analysis, new numbers.

Inside the Brief pipeline.

Where Snapshot picks the fastest read, Brief consults on the right statistical method for the question, builds it as code, and then puts the resulting card through a design-review loop before delivery.

1
Classify & profile

Understand the question and the dataset’s shape.

Classify the objective, profile your columns (types, cardinality, missingness, relationships) so downstream stages design against ground truth, not assumptions.

2
Model consultant

Choose the statistical method that fits.

A specialist stage picks the method — comparison of means, regression, correlation, a proportion test, whatever the question and the data support — and justifies why it’s the right fit before anything is built.

3
Build

Write and execute the analysis as real R code.

The method is written as executed R in a sandboxed container, run against your data, and produces both the numeric result and the pinned values the report will quote.

4
Verify

Check the computation against the spec before rendering.

An independent stage checks the outputs against what was intended — assumptions met, right test applied, values reconciled — before anyone tries to draw a chart.

5
Render

Compose the one-page report card.

Lead chart, key-figure strip, method footer, and the AI-written insight are laid out into a single designed card — the artifact you’d actually share.

6
Review → fix → review again

An independent reviewer reads the card end-to-end.

Every claim in the prose is checked against a computed value. Chart labels, ranges, and legends are audited. If anything is off, a fixer stage rewrites the card and it goes back through review — no exceptions, no shortcuts.

7
Deploy & production test

Ship it as a durable tool, prove it runs.

The analysis is registered as a callable module against your account, and a production test runs it end-to-end to confirm the deployed version reproduces the same answer. Then it’s yours to re-run on fresh data.

What the output looks like.

One card. Enough numbers to defend it. Zero improvised statistics.

Brief · example
“A/B test on checkout: variant B lifts conversion by 4.2 percentage points (95% CI 2.1–6.3, p = 0.003).”
Two-proportion z-test on 18,432 sessions. The chart shows conversion rate by day for both variants with the running average overlaid. Every value below survived the review loop before you saw it.
+4.2 pp
Lift
2.1–6.3
95% CI
0.003
p-value
18,432
Sessions

Why $5 for something you own?

An analyst’s time to pick the right test, run it, chart it, write it up, and check the numbers — call it two hours at typical rates. The Brief pipeline does that work in about seven minutes and hands you back a re-runnable tool at the end, so the next month’s version costs $2.50 and takes as long as it takes the data to load.

Get the answer, in one page.

Describe your question, upload your data, and the Brief pipeline computes the answer and hands you a report you can share — free on your first account.

Run a Brief