ZEMEN
Macro Intelligence

How It Works

Zemen turns noisy economic data into one simple answer by following a four-step automated process.

Step 1 — We collect the data

Every day, Zemen automatically pulls fresh data from FRED — the Federal Reserve's official database. This includes interest rates, inflation, unemployment, GDP, housing, credit, and more.

FRED
BLS
Federal Reserve
Market Data
ZEMEN

Step 2 — We find the pattern

Zemen uses a machine learning technique called clustering. It looks at thousands of historical economic periods and groups similar ones together. Like sorting photos into albums — except the photos are economic conditions.

Past data dots
Cluster
Cluster
Cluster
5 Groups

Step 3 — We identify your regime

By comparing today's data to historical patterns, Zemen tells you which economic mode we are currently in — with a confidence percentage.

Today's data
Compare
Best match
Regime
Confidence %

Step 4 — We tell you what history says

Once we know the regime, we look at every similar period in history and show you what happened to stocks, gold, and bonds in the 90 and 180 days after. Not a prediction — a historical playbook.

Matching periods
90-day move
180-day move
Stocks / Gold / Bonds
Historical playbook

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Zemen explains. It does not give financial advice.