◆ Autonomous Worker
Ingests every list update the moment it drops, reconciles aliases and weak transliterations, and pushes a clean, versioned watchlist downstream to the screening agents.
Memory
Working Diff between current and incoming list versions.
Semantic Transliteration rules, list provenance, alias graph.
Store Versioned graph store
Orchestration
MCP
Harness · Managed Agents … scheduled + event-driven runs.
Tools
{ } Regulator list feeds API { } Watchlist datastore API ›_ Alias normalization Code exec
Evals & guardrails
- Schema + completeness validation on every load; bad loads quarantined.
- Versioned, reversible publishes with diff review on large deltas.
Frontier edge
- ▲Proactive ingestion: anticipates regulator publishing rhythms and pre-warms transliteration rules for the geographies about to update, so freshness lag stays near zero.
- ▲Self-improving fleet: alias-resolution heuristics learned from one transliteration cluster are shared across the watchlist population between runs.
- ▲Signed, replayable publishes: each versioned push carries a cryptographic provenance chain, so any downstream screening decision can be traced to the exact list state it ran against.
In numbers
< 5 min
List freshness lag
Handoffs
Hands to → Sanctions Disposition Agent