AdCho · Filings, news & sentiment — read by AI

The why behind the signals.

AdCho reads the record behind the flow: SEC filings — institutional 13F holdings, 10-K/10-Q report text, 8-K earnings releases — together with market news and sentiment and the quantorb 13F & money-flow datasets, and turns them into plain-language tear sheets for the signals you already watch.

Get the morning dispatch → Browse a tear sheet →
The pledge

AI-powered readings of the SEC record — no price targets, not investment advice.

How AdCho researches a signal

Coverage and method, end to end — from raw sources to a labelled reading. Every stage below runs in the engine behind each sheet.

AdCho method — coverage, engine, output A three-stage pipeline: four coverage sources feed a five-step multi-analyst engine, producing a labelled tear sheet reading. COVERAGE — WHAT WE READ SEC SEC filings 13F-HR · 10-K/10-Q · 8-K QuantOrb document corpus NEWS Market news Ticker & global flow headlines · catalysts SENTI Sentiment X · Polymarket weighed vs written record FLOW Money flow quantorb 13F & money-flow S&P 500 context METHOD — THE MULTI-ANALYST ENGINE 01 Analysts parallel specialist reads filings · news · sentiment 02 Bull vs Bear adversarial debate over the evidence 03 Trader synthesis → single stance the focal decision 04 Risk panel conservative · neutral · aggressive review of the stance 05 Decision labelled reading no price targets OUTPUT — WHAT YOU GET OUT Tear sheet /sheet/{TICKER} — four sections, free to read LEGEND Engine step Focal decision Coverage source Pipeline flow

Every stage above runs in one multi-analyst engine, and every reading is labelled as AI. Context, not proof.

Named sources we read:
Market & news: Yahoo Finance · S&P 500 · Reuters & Bloomberg items as syndicated
Social & events: X (Twitter) · Polymarket
Filings & macro: SEC EDGAR · Federal Reserve FRED

Free to read, today

Two artifacts, both free. No strings attached to reading them.

Daily email

The morning dispatch

A free trading-day email for quantorb.pro subscribers, delivered before the US open: the Top-10 BUY and Top-10 CONTINUATION money-flow leaderboards, market breadth, and sector tilt — the quantitative read that AdCho’s filing context sits on top of. Skipped on weekends and US market holidays.

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Research sheets

Public tear sheets

Per-ticker tear sheets, free to read once created. Each is a document-grounded synthesis of SEC filings — 13F institutional holdings, 10-K/10-Q report text, and 8-K earnings press releases — with nothing in the sheet that isn’t in the documents.

STE CLX TMO

/sheet/{TICKER} · new sheets appear as coverage builds

Browse a tear sheet →

What’s inside a tear sheet

Four sections, every sheet, every ticker.

01

Executive Summary

Where the company stands right now, in plain language — assembled only from what the filed documents say.

02

13F Shift Synthesis

How institutional 13F holdings moved in the latest reported quarter, diffed and synthesized from the filings themselves.

03

Management Sentiment & Catalysts

What management put on the record in earnings press releases filed with the SEC — tone, priorities, and flagged catalysts.

04

Key Risks

The risk factors the company states in its own 10-K/10-Q filings, condensed and attributed.

Every section is a document-grounded synthesis of SEC filings — if it isn’t in the documents, it isn’t in the sheet. Context, not proof.