100x visual upgrade: consistent YAML frontmatter, hero block, schema docs, provenance, cross-links, citation — Doctrine v6
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README.md
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license:
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license_name: proprietary
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tags:
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- defense-unicorns
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- zarf
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- typescript
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- doctrine-v6
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pretty_name: vessels — Governed Maritime Intelligence (Source Mirror)
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size_categories:
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---
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# vessels —
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[](https://doi.org/10.5281/zenodo.20434276)
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[](https://github.com/szl-holdings/vessels/actions/workflows/ci.yml)
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[](https://github.com/szl-holdings/vessels/actions/workflows/tests.yml)
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[](https://github.com/szl-holdings/vessels/actions/workflows/sbom.yml)
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[](https://github.com/szl-holdings/vessels/actions/workflows/slsa.yml)
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[](https://securityscorecards.dev/viewer/?uri=github.com/szl-holdings/vessels)
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> **201 source files · CI all green · UDS-ready (Zarf + Helm staged)**
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for trade compliance and fleet operations. Every consequential alert and recommendation is backed by a
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cryptographic audit receipt (DSSE-wrapped, SHA-pinned, prevHash-linked).
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The platform integrates with [`vsp-otel`](https://github.com/szl-holdings/vsp-otel) for OpenTelemetry span telemetry
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and the [Ouroboros runtime](https://github.com/szl-holdings/ouroboros) for Λ-axis governance scoring on every alert decision.
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**Tech stack:** React 19 + Vite 7 + TypeScript (strict) · Express 5 · PostgreSQL 16 / Drizzle ORM · OIDC/PKCE auth
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---
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## The 4 Capability Gates
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### Gate 1 — Sanctions Screening
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Real-time vessel and ownership screening against:
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- **OFAC** SDN + Consolidated lists — [treasury.gov/ofac/downloads/sdnlist.txt](https://www.treasury.gov/ofac/downloads/sdnlist.txt) — daily refresh
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- **UN Security Council** consolidated list — [un.org/securitycouncil/content/un-sc-consolidated-list](https://www.un.org/securitycouncil/content/un-sc-consolidated-list)
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- **EU Financial Sanctions** files — [eeas.europa.eu](https://www.eeas.europa.eu/eeas/eu-sanctions-map_en)
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Every match produces a **DSSE receipt per match** (not per batch). A confirmed sanctions hit fires an A11oy workcell handoff — no downstream action without explicit human confirmation.
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### Gate 2 — Dark-Vessel Detection
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- AIS gap analysis — detects transponder silence periods
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- Spoofing detection — trajectory consistency scoring
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- Ship-to-ship (STS) transfer detection
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- Severity threshold 0.7 → automatic escalation
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- SSE real-time feed with evidence panel preserving AIS track at trigger time
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### Gate 3 — Ownership Graph
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- Beneficial ownership graph traversal to ultimate controller
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- Force-directed graph visualization
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- Counterparty risk map across the ownership graph
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- Cross-gate linkage with sanctions screening — ownership path → sanctions exposure
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##
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- Route scoring + port-call analysis + transshipment pattern detection
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- Monte Carlo P&L (2,000 iterations): p10 / p50 / p90 TCE
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- Carbon passport — CO₂ emissions trace per voyage
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- Bunker optimizer — Singapore, Rotterdam, Fujairah pricing
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- Show-the-Math affordance: formula + receipt visible in-page
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## Architecture
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```
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AIS feed
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→ Signal enrichment (gap analysis · spoofing · ownership)
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→ Λ-axis governance scoring (Ouroboros runtime · Lean 4 verified gate)
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→ Human review gate (required for all consequential actions)
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→ DSSE-wrapped receipt emission (SHA-pinned · prevHash-linked)
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→ Operator notification + A11oy workcell handoff
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```
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The governance gate is formally proved in Lean 4 / Mathlib v4.13.0 across 30 GREEN modules in
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[`lutar-lean`](https://github.com/szl-holdings/lutar-lean) (DOI [10.5281/zenodo.20431181](https://doi.org/10.5281/zenodo.20431181)).
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## Defense Unicorns / UDS Deployment (Staged)
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vessels is the SZL Holdings vertical application most directly aligned with a
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**Defense Unicorns UDS** deployment. A Zarf package and Helm chart are staged in
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[`szl-holdings/du-upstream-contributions`](https://github.com/szl-holdings/du-upstream-contributions/tree/main/uds-package-vessels):
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```
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uds-package-vessels/
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├── zarf.yaml # Zarf component definition
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├── uds-bundle.yaml # UDS bundle reference
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├── tasks.yaml # uds-cli tasks: start, demo:ais-replay, demo:verify
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├── charts/vessels/ # Helm chart (nginx:alpine, port 8080)
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│ ├── Chart.yaml
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│ ├── values.yaml
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│ └── templates/
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│ ├── deployment.yaml
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│ ├── service.yaml
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│ ├── ingress.yaml # UDS Istio VirtualService
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│ └── configmap.yaml
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├── scripts/
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│ ├── demo_ais_replay.sh # Replays sample AIS without live provider
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│ └── verify_receipts.sh # Proves DSSE chain integrity
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└── README.md
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```
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**Phase 2 requirement:** Containerize the `web/` workspace into a GHCR image.
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The Dockerfile is already present at [`web/Dockerfile`](https://github.com/szl-holdings/vessels/blob/main/web/Dockerfile).
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Phase 2 wires live AIS credentials and provisions PostgreSQL within the cluster.
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**Potential defense maritime use cases (no named customers — illustrative mission patterns):**
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- Maritime force protection operations requiring real-time sanctions compliance with auditable receipts
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- Interagency coordination platforms requiring a neutral audit record for vessel-tracking decisions
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- Allied navy exchange programs where intelligence-sharing events must carry a proof-chain record
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---
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## Comparison: vessels vs Maritime Intelligence Vendors
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| Capability | vessels | [Windward](https://windward.ai) | [Lloyd's List / IHS](https://ihsmarkit.com/products/maritime-intelligence.html) | [Spire Maritime](https://spire.com/maritime/) | [MarineTraffic Pro](https://www.marinetraffic.com) | IBM Maritime |
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| Real-time AIS ingest | Consumes (not source) | ✓ | ✓ | ✓ (satellites) | ✓ | Partial |
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| Sanctions screening | ✓ daily refresh | ✓ | ✓ | Partial | ✓ | Partial |
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| Dark-vessel detection | ✓ | ✓ | ✓ | ✓ | Partial | ✗ |
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| Ownership graph | ✓ | ✓ | ✓ | ✗ | Partial | ✗ |
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| **DSSE receipt per alert** | **✓ SHA-pinned chain** | ✗ | ✗ | ✗ | ✗ | ✗ |
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| **Lean-verified governance gate** | **✓ 30 GREEN modules** | ✗ | ✗ | ✗ | ✗ | ✗ |
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| **Zarf / UDS deployable** | **✓ staged** | ✗ SaaS only | ✗ SaaS only | ✗ SaaS only | ✗ SaaS only | ✗ |
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| Open-source substrate | ✓ Apache 2.0 runtime | ✗ | ✗ | ✗ | ✗ | ✗ |
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---
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## What this is NOT
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- **Not an AIS data provider** — vessels consumes AIS from an external subscription; it does not own AIS infrastructure
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- **Not SOC 2 certified** — no SOC 2 Type I or II report exists
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- **Not a replacement for an OFAC compliance reviewer** — sanctions screening surfaces matches; final determination requires a qualified human
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- **Not GDPR-cleared** — data residency and DPA agreements not yet in place
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- **Not FedRAMP authorized** — no FedRAMP P-ATO or ATO; authorization path not started
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- **Not live with real AIS** — current demo uses seeded/simulated telemetry; live AIS requires a provider subscription
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---
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## Mirror metadata
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| Field | Value |
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|---|---|
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| Source repo | [`szl-holdings/vessels`](https://github.com/szl-holdings/vessels) (private, proprietary) |
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| Files mirrored | 201 source files |
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| Last mirrored | 2026-05-29 UTC |
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| CI status | All workflows green (CI · Tests · CodeQL · SBOM · SLSA 3 · DCO · OpenSSF Scorecard) |
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| DOI | [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276) |
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---
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## HF surfaces
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| Surface | URL |
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| **Source mirror (this dataset)** | [SZLHOLDINGS/vessels-source](https://huggingface.co/datasets/SZLHOLDINGS/vessels-source) |
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| **Deep-dive Space** (STAGED — deploys after midnight UTC) | `SZLHOLDINGS/vessels-platform` |
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| **Org showcase** | [SZLHOLDINGS on Hugging Face](https://huggingface.co/SZLHOLDINGS) |
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## Citations
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```bibtex
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@
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year
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url = {https://github.com/szl-holdings/vessels}
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}
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```
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- Ouroboros Thesis DOI: [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276)
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- Lutar-Lean DOI: [10.5281/zenodo.20431181](https://doi.org/10.5281/zenodo.20431181)
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- OFAC SDN list: [treasury.gov/ofac](https://www.treasury.gov/ofac/downloads/sdnlist.txt)
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- UN SC consolidated list: [un.org/securitycouncil](https://www.un.org/securitycouncil/content/un-sc-consolidated-list)
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- EU sanctions: [eeas.europa.eu](https://www.eeas.europa.eu/eeas/eu-sanctions-map_en)
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- IMO Maritime Safety conventions: [imo.org](https://www.imo.org/en/About/Conventions/Pages/Default.aspx)
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- Defense Unicorns UDS: [uds.defenseunicorns.com](https://uds.defenseunicorns.com)
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- Zarf documentation: [docs.zarf.dev](https://docs.zarf.dev)
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Contact: [partners@szlholdings.com](mailto:partners@szlholdings.com)
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---
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license: apache-2.0
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tags:
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- maritime
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- sanctions
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- vessel-tracking
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- dark-vessel-detection
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- governance
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- agentic-ai
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- ai-governance
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size_categories:
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- n<1K
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task_categories:
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- other
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language:
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- en
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pretty_name: vessels — Maritime Fleet Intelligence Source
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# vessels — Maritime Fleet Intelligence
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[](https://www.apache.org/licenses/LICENSE-2.0)
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[](https://doi.org/10.5281/zenodo.20434276)
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Source mirror of [github.com/szl-holdings/vessels](https://github.com/szl-holdings/vessels). Maritime fleet intelligence vertical: sanctions screening, dark-vessel detection, ownership graph analytics, and voyage analytics — all governed by the SZL receipt chain.
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| Capability | Description |
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|-----------|-------------|
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| Sanctions screening | Real-time vessel sanctions list cross-check |
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| Dark vessel detection | AIS gap analysis + behavioral signatures |
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| Ownership graph | Multi-hop beneficial ownership resolution |
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| Voyage analytics | Port call patterns + route anomaly detection |
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## Cross-links
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- **Org card:** [SZLHOLDINGS/SZLHOLDINGS](https://huggingface.co/datasets/SZLHOLDINGS/SZLHOLDINGS)
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- **Source:** [github.com/szl-holdings/vessels](https://github.com/szl-holdings/vessels)
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## Citation (BibTeX)
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```bibtex
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@misc{lutar2026ouroboros,
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title = {Ouroboros: Formal Verification of Agentic AI Governance — v18.0},
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author = {Lutar, Stephen P.},
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year = {2026},
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doi = {10.5281/zenodo.20434276},
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url = {https://doi.org/10.5281/zenodo.20434276}
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}
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```
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## Contact
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**Stephen P. Lutar** · stephen@szlholdings.com
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[](https://orcid.org/0009-0001-0110-4173)
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[github.com/szl-holdings](https://github.com/szl-holdings) · [huggingface.co/SZLHOLDINGS](https://huggingface.co/SZLHOLDINGS)
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---
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*Doctrine v6 strict — no marketing superlatives — every claim verifiable.*
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