QL Distress Tape · Observed downside, with receipts

What actually went wrong in private markets — with the source attached.

Every database eventually marks a dead company dead. This tape carries the events while they matter: a confirmed shutdown, a bankruptcy filing, a disclosed down round, a recapitalization, a deep layoff, a fire-sale exit — each one dated, classified by how it is known (disclosed · reported), and carrying the URL that backs it. No event, no row. This surface never models — the modeled forward view lives at QL Exit Odds.

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The tape

CompanyStatusWorst eventHow knownNew valuation HaircutEventsLatest
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How this is built — and what it cannot tell you

What counts as an event
A confirmed shutdown or wind-down, a bankruptcy or assignment-for-creditors filing, a closed priced round below the prior round's valuation (the number is required — "raised at a lower valuation" without one is price-talk, not an event), a recapitalization, a workforce cut of at least 10% or 100 people, or a sale at or below the last known valuation. Rumors, "exploring options", and unclosed negotiations are not events.
How each event is known
disclosed — the company, a court or SEC filing, or an official statement said it. reported — a named major outlet reported it. There is no third class: distress has no marketplace aggregate, and an aggregator page is not a source. A company's status line comes from its most SEVERE event — a shutdown from the spring outranks a layoff from last week, because the shutdown is the state.
Haircut vs anchor
Haircut is pure arithmetic on the event's own numbers: the new valuation against the prior valuation the same source states — nothing is imputed. vs-anchor compares the event's valuation to the company's current roster mark; a missing anchor renders as no comparison, never as flat. Events implying a move outside 0.1×–10× of the anchor are flagged and excluded from aggregate medians — at that distance the likeliest explanation is a units mismatch, not a real repricing.
What this tape is not
Not a prediction, not a death watch, not investment advice, and not complete — it carries only events with a public source. A company with no rows is a company with no publicly known distress, which is most of them and says nothing about its health. For forward-graded odds of the next event, see QL Exit Odds; for the model's mark, see QL Private Marks; for observed secondary prices, see QL Secondary Tape.
Rejections are counted, never hidden
Every candidate event clears the same validation gate (date, kind-specific proof, source URL, sanity bands) whether it comes from the curated seed or a collector run. What fails is counted by reason on the payload — a source that starts failing shows up as numbers, not as a tape that quietly stops moving.

Frequently asked questions

What is the QL Distress Tape?

A dated ledger of observed downside events at private companies — shutdowns, bankruptcies, down rounds and other distress signals — where every row carries a public source. It records what happened; it never predicts.

Does a company with no rows mean it is healthy?

No. It only means no publicly known distress. Most companies have no rows, and the absence of evidence says nothing about health — the tape is deliberately incomplete rather than speculative.

How does the Distress Tape feed the rest of QuantLogix?

Confirmed shutdowns settle QL Private Paper positions and grade sealed calls in QL Exit Odds and QL Deal Screen, and distress rows feed the risk pillar of every deal screen. For forward-looking odds of the next event, see QL Exit Odds.