Cascade Risk Intelligence

Cascades we flagged before they hit.

Documented. Reproducible. Auditable.

452
Documented cascades
46
Markets covered
130 min
Median signal lead

Four events from a documented archive of 452 cascades across 46 markets, $1.720B in liquidation notional (as of 2026-08-19). Selected replays with full playback are at riskloom.ai/replay.

Signal lead = CRI threshold crossing to liquidation peak. Cascade start is marked separately on every chart. Each event is reproducible from its underlying liquidation record. Liquidation notional is atomic — the sum of per-minute liquidations inside each cascade window. The archive total above is deduplicated over distinct liquidation minutes; because detection windows can overlap, adding up per-event figures gives a larger number than was actually liquidated. Full archive at riskloom.ai/replay.

What the signal reads

  1. 01Liquidation flow benchmarked per market
  2. 02Open-interest movement as evidence consistent with leverage reduction
  3. 03CVD alignment as directional flow confirmation

Calibrated per market. What is extreme for BTC is ordinary noise for a smaller name.

Auditability

Every documented cascade carries a source hash and the inputs that produced it. CRI is a calibrated analytical measure. The event records, timestamps and liquidation figures are traceable to the underlying source data.

See the full archive: riskloom.ai/replay →