AI-Assisted · Human-Verified · Source-Backed
AI moves fast.
Humans make sure it holds up.
JMUSY is a financial intelligence company. We use AI to accelerate equity and financial research, then real analysts verify what matters against primary sources — SEC filings, earnings releases and company disclosures.
The model
AI finds and processes
Filings, earnings releases and disclosures are scanned continuously. Figures and changes are extracted and structured the moment they publish.
Humans verify
A real analyst traces each important item back to the primary document, recalculates comparisons and corrects the record before it is published to clients.
Sources stay visible
Every item carries its source documents, a verification checklist, the reviewer's name and a timestamped audit history.
Verification status
You always know what has been checked by a person.
Nothing is presented as confirmed until a human has traced it to the source. Three states, visible on every research item, with no ambiguity in between.
See the verification standardExtracted by AI and queued. Not yet reviewed by a person.
An analyst is actively checking this item against the primary source right now.
Checked and signed off by a named analyst, with a timestamp and audit trail.
Estimated research time saved
JMUSY reports an estimate of the analyst hours displaced across a monitored coverage list — net of the time our own humans spend verifying. The calculation is shown to clients in full.
Built to be checked
JMUSY provides research and information services. We are not an investment adviser, hedge fund or asset manager, and nothing we publish is personalized investment advice. What we sell is speed with a verifiable paper trail.
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