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/Index/Shadow Fleet AI/Investigated dark-vessel event corpus with evidence trails
SF

Investigated dark-vessel event corpus with evidence trails

SHADOW FLEET AIManage supplier listing

Investigated dark-vessel event corpus with evidence trails: a global AIS fusion stream (global AIS + coastal receivers + port-call data, ingested at up to ~19M positions/day, positions refreshing as often as every 6 minutes) run through detection models that flag dark activity, transponder spoofing, identity swaps and ship-to-ship rendezvous events — then, uniquely, closed out by AI agents that investigate each event against ownership, beneficial-owner/shell-company layers, port-call history and pattern data to return a CONFIRMED identification with a plain-language reason and a traceable paper trail, in a median 11 minutes. Scale disclosed on-site: ~10,000 AIS-gap events detected daily, 62,000+ commercial vessels observed weekly, 61 flag states in the designated fleet with Panama and Russia together accounting for almost half. Latent asset: a daily stream of adjudicated (not merely flagged) maritime evasion events, each with an explanation string and an evidence chain — a labelled, agent-verified ground truth most AIS vendors never produce because they stop at the alert. Worked example published on the site: a tanker on Ukraine's war-tracking list went dark at 06:14 UTC on 19 Aug 2026 from a last position at 37N 001E and did not transmit again for 14.6 days.

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Shadow Fleet AI/Investigated dark-vessel event corpus with evidence trails
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Coverage

Universe, instruments and categories.

Industry
Defense & Space
Instruments
equitiescommodities
Categories
AlternativeGeospatialSupply ChainSentiment
Regions
USUKOther
Sample tickers
FROSTNGINSWTNKDHTTRMDNATTSMATXIETO
Dataset card
Type
not stated
Format
Stream + structured event records with attached evidence objects: fused AIS position stream, classified gap/spoofing/identity-swap/rendezvous events carrying confidence scores and natural-language reason strings, and generated investigation briefs routed to a console, an OSINT desk or a sanctions team. Delivered as a SaaS console/brief product; API or flat-file export not documented on the public site.
Volume
Large — stated ingest is 'up to 19M positions a day', i.e. roughly 7 billion position records per year; at a conservative ~50-100 bytes per fused position that is on the order of 0.4-0.7 TB/year of raw stream, before derived layers. Derived layers: ~10,000 classified gap events/day (about 3.6M/year) each with confidence, reason string, evidence set and a confirmed-identity resolution; plus a 62,000-vessel weekly universe across 61 flag states with ownership/shell-company graphs and port-call history. The adjudicated event log with its explanations is the part worth buying; the raw position stream is expensive to store and largely replicable from AIS resellers.
Users
N/A in the consumer sense — enterprise/B2G intelligence platform sold by partnership, so 'registered users' are seats at enforcement, defence and commercial-risk customers rather than signups, and no count is disclosed. Bounded read: founded 2024 and self-described as an independent platform selling to partners, so customer count is plausibly tens of organisations rather than hundreds.
History
3 years
Update frequency
not stated

Shadow Fleet AI has not added their own details yet. Not yet on file:

  • Dataset
  • Data dictionary
  • Coverage
  • Provenance
  • Rights & data handling
Growth
Active and shipping — the site's own case study is dated 19 August 2026, within two months of retrieval, indicating the platform surfaces current events rather than a static demo; disclosed metrics are framed as live windows ('seen in the last week', 'per day'); founded 2024 and still marketing to new partners, so early-growth rather than mature.
Launched
~2024 — the site states the company was founded in 2024 by maritime engineers and AI researchers, so platform go-live is within that year or shortly after.
Delivery
not stated
Entity mapping
not stated
Sample
not stated
Point-in-time
not stated
Licence
not stated

supplier index read from their site