Platform
One workspace for research that can be traced back to the document.
JMUSY sits between the primary source and the analyst's desk. AI does the reading and extraction at machine speed; the platform's job is to make the human verification behind each item completely visible.
Company coverage
Clients maintain a watchlist of companies. Each company has a financial snapshot, filings, earnings, recent developments and a running list of key changes.
New filings and developments
Filings and disclosures are picked up as they publish and surfaced against the right company, with the specific change identified rather than the whole document dumped on you.
Source-backed research records
Every research item is a record: summary, extracted figures, the source documents behind it, and the JMUSY analysis. No claim exists without its document.
Verification and audit history
Each record carries a verification checklist, the reviewer, the review timestamp, and a full timestamped history of what changed during review.
Ask the researcher
Clients can ask a question directly on a research item. The question reaches the analyst who verified it, and the exchange stays attached to the record.
Estimated research time saved
A transparent, fully-explained estimate of analyst hours displaced across your coverage — net of the verification time JMUSY spends on your behalf.
Architecture
Model-agnostic by design.
JMUSY treats the extraction layer as replaceable. The platform depends on research records, sources, verification states and reviewers — not on any single AI vendor.
That means the underlying models can be swapped, combined, or eventually replaced by proprietary JMUSY financial models without changing what a client sees or how verification works.
The human verification layer is the constant. It is the part that does not get outsourced to a model.
Explore the client demo