Text Clustering With Embeddings

Reference implementation for transforming unstructured text into categorized insights using automated embedding, clustering, visualization, and AI-generated labeling.

Install flow

Scan the product manifest — ontology types, functions, actions, policies, and dataset shells.

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Phone Intel Starter

Drop-in PhoneIntelQuery workflow with PhoSINT/NumLookup/EMobileTracker adapters, Case binding, 30-day TTL, and operator approval gate.

Case Lifecycle Pack

Open → investigate → close → legal-hold export with lawful-basis enforcement throughout.

Audit Export Bundle

Immutable ActionEngine log export for regulator review. CSV + signed JSONL.

OSINT Sweep Runbook

Multi-source reconnaissance routine with deduplication and automatic Ontology hydration.

Dual-Control Approval Policy

Lead-tier approval for all impact_tier=high actions with timeboxed expiry.

Simulation Gate Presets

Prebuilt risk-score thresholds for every action type in the Core Ontology.