ICLVS — Technical Prototype

1) System Modules

Ingestion

Parsers/OCR, normalization, metadata, jurisdiction selection.

Reasoning

NER + semantic mapping → applicable requirements and norms hierarchy.

Adaptation

Transform rules, parameterized templates, conflict resolution.

Traceability

Rule ledger, references, evidence hashes, human-readable rationales.

Evidence

Reports, structured annexes, JSON/PDF export.

Export

Persistence, downloads, link to commit/artifacts.

2) Architecture (concept)

3) Data Contracts (JSON)

Input

{
  "id":"clause-001",
  "text":"Party X will process personal data...",
  "jurisdictions":["EU","ES"],
  "meta":{"docId":"contract-42","section":"12.3"}
}

Output

{
  "id":"clause-001",
  "applicableRules":["GDPR-ART6","ES-LSSI-13"],
  "decision":"ADJUST",
  "trace":{"rulesApplied":["R-GDPR-BaseLegal"],"evidenceHash":"sha256:REPLACE","commit":"REPLACE_WITH_COMMIT_SHA"}
}

4) Interfaces (prototype stubs)

CLI (pseudo)

$ iclvs ingest --file contract.pdf --jur EU,ES
$ iclvs reason --in dataset.json --rules ruleset.json
$ iclvs adapt  --in requirements.json --tpl templates/
$ iclvs report --run 2025-10-27 --out report.pdf

HTTP (pseudo)

POST /v0/review
{ "text":"...", "jurisdictions":["EU","ES"] }

200 OK
{ "decision":"ADJUST", "applicableRules":[...], "trace":{...} }

Example interfaces for documentation. The inference engine is not included in this version.

5) Metrics (demo)

92%Norm coverage (EU)

78%Clause adjust accuracy

Coverage by jurisdiction

Compliance index over iterations

6) Versioning & Provenance

Repository	github.com/eduardoespinal-lawtech/ICLVS-LegalTech
Canonical URL	Temporary (until GitHub Pages)
Commit SHA	`REPLACE_WITH_COMMIT_SHA`
Version	0.1.0 (prototype)
Build date	2025-10-27
Reference	SSRN DOI: 10.2139/ssrn.5646790