Analysis Tiers

Choose your depth.

Five tiers, from a 30-second Snapshot to an assurance-grade Capstone. Need it fast and straightforward? The Python tiers. Need academic rigor and versatility? The R tiers. Either way, the answer comes back independently verified before it reaches you.

● FAST · PYTHON ● RIGOROUS · R
Fast & straightforward · Python
PYTHON · 1 CARD · ~30s

Snapshot

One chart, one clear answer — in seconds.
A quick visual read of a trend, a total, or a breakdown. The fastest way to see what happened.
Best for: a fast gut-check, or sharing a single number.
PYTHON · MULTI-CARD

Survey

A multi-card overview — the rounded picture, fast.
The descriptive landscape across your data in one pass: the key cuts, side by side.
Best for: a dashboard-style read before you decide where to go deep.
Academic rigor & versatility · R
R · 1 CARD

Stats

One rigorous statistical answer — done right.
A real test or model with diagnostics and confidence intervals. Is it real, and why — significance, effect size, drivers.
Best for: when you need one question answered properly, in R.
R · MANY CARDS

Atlas

A full statistical report you own and re-run forever.
The complete analysis — many cards, the whole picture, rigorously — deployed as a module that's yours to rerun on fresh data anytime.
Best for: the analysis you'll come back to month after month.
R · CROSS-VERIFIED

Capstone

An Atlas built multiple independent ways, and cross-checked.
Built from several independent specifications and reconciled until they agree — the most assured version we produce.
Best for: the one you stake your name on — a filing, a paper, a board decision.

More rigor outranks more charts. One real R answer (Stats) goes deeper than a wall of Python cards — so as you climb, you're paying for depth and assurance, not chart count.

SnapshotSurveyStatsAtlasCapstone
EnginePythonPythonRRR
StatisticsDescriptiveDescriptiveInferentialMulti-methodMulti-method
Cards1Many1ManyMany
SpeedSecondsFastMinutes~30–45 minLonger
You receiveA chart + answerAn overviewOne rigorous answerA report you ownA cross-verified report
Verification✓✓✓✓✓ ✓ independent

Pick a depth and go.

Describe your question, choose your depth, and the team builds it — real statistics, independently verified, with the code and citations in every report.

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