analysis_engine v1.0 — running

Your data knows
something
you don't.

Upload any spreadsheet, PDF, or document. DataBrief finds what's surprising and writes it as a story — delivered as PDF, Word, or a branded deck.

COMPANIES

885+

INDUSTRIES

10

YEARS

2009–23

databrief — analysis
> loading Q3_revenue.csv
detected: 885 rows × 12 columns
running analysis_engine v1.0...
████████████████░░░░ 84%
FINDING #1 — UNEXPECTED
Revenue dropped 34% in August.
But only on Tuesdays and Thursdays.
Every other day performed normally.
The drop started exactly 3 days
after your last price change.
That's probably not a coincidence_

MEDIAN ROA BY INDUSTRY

FINDING_01

Real estate is the most leveraged sector. But leverage alone doesn't drive returns.

DataBrief found a negative correlation between debt-to-equity ratio and return on assets across 724 real-estate company-years. Higher debt does not reliably improve profitability — in fact, the opposite tends to be true. This is the kind of finding the engine surfaces automatically, ranked by how surprising it is.

Source: SEC EDGAR · 2015–2022

EXPLORE THE DATA

Drag the slider. Watch the story respond.

Leverage Explorer

Drag the slider — watch the story respond

D/E Ratio
2.4MOD
0.02.55.07.510.0
Companies
19
in ±1.5x window
Avg ROA
4.0%
in this window
MODERATE
Healthy
Risk Score32%
LOWMEDHIGH
Median ROA at this band4.2%

Market Analysis

Optimal range for sustainable REIT operations with consistent dividend histories
Leverage amplifies equity returns without materially threatening solvency covenants
Favored by investment-grade REITs with stable institutional ownership and long track records

"The sweet spot. Debt advantages are captured without excessive risk. ROA is positive and consistent — these are the benchmark performers in the sector."

Key Risk Rate sensitivity moderate — refinancing costs could compress margins if rates spike sharply

HOW IT WORKS

Three steps. One story.

01 — INPUT

Any format.

CSV, Excel, XML, PDF, Word, images, scanned documents. The engine detects structure automatically.

02 — ENGINE

Finds the surprise.

Statistical analysis ranks findings by how unexpected they are — not just how large. The outlier that changes everything gets found.

03 — OUTPUT

Writes the story.

A curiosity-driven narrative delivered as PDF, Word document, or a branded PowerPoint in five themes.

PRICING

Pay for stories, not seats.

STARTER

$49/mo

20 reports/month

+ $3 per extra report

  • PDF + Word output
  • All file formats
  • 1 user
Get started

GROWTH

$149/mo

100 reports/month

+ $2 per extra report

  • PDF + Word + PPTX
  • 5 themes
  • 5 users
  • Brand kit
Get started

BUSINESS

$399/mo

Unlimited reports

No overage charges

  • All outputs
  • 20 users
  • API access
  • Priority queue
Get started

Find out what your data knows.

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