Grounding

Built on cited, source-grounded data.

Every run reconciles large volumes of data and cites what it rests on. Here is what goes in — described by category, because the value is the evidence, not the plumbing.

What every run is built on

Financial statements & ratios

Ten-plus years of income statements, balance sheets, cash flows and the ratios derived from them.

Regulatory filings

Primary-source company disclosures — SEC filings and their international equivalents — read for both the numbers and the narrative.

Valuation inputs

Discounted-cash-flow inputs, enterprise value, and sector- and industry-level P/E context for relative valuation.

Analyst consensus

Forward estimates and price-target consensus — used only as a footnote cross-check, never as the driver of a conclusion.

Ownership signals

Insider transactions and institutional ownership — who is buying and who is selling.

Macro series

US Federal Reserve macro series — policy rates, inflation, labor and the yield curve — alongside international policy rates for the regime backdrop.

Federal contract awards

Federal contract-award records — a leading indicator for defense and aerospace backlog.

Market & price data

Prices, volumes and multi-currency conversion, so USD targets carry an EUR read where it matters.

Coverage

US and EU equities across all sectors, plus gold and Bitcoin. Price targets are denominated in USD with an EUR conversion where relevant, so a European read is always one step away.

US + EUequities

Goldmacro hedge

Bitcoindigital asset

Freshness

Fresh run

Each analysis starts from current data rather than replaying an old conclusion.

No cross-user memory

A run does not recall other users' conversations or picks.

Report evidence

Material claims are cited so the reasoning can be checked.

Citations & verifiability

Every material claim in a report is cited. The analysis draws on primary and public-record sources where available — regulatory filings, central-bank macro series, and federal contract-award records — alongside market and derived inputs, each labelled by category so you can see the kind of evidence behind a number.

An honest boundary

Not every figure is a primary-source fact: market prices, analyst estimates and valuation outputs are, by nature, market or derived data. We label those as such rather than dress them up as filings. The rule is simpler and stronger — every material claim is traceable to the data it rests on.