Sayari Foundation – Judgment Infrastructure
The infrastructure that makes judgment possible.
Three interconnected layers – data, tradecraft, and orchestration – that power every Sayari product. This is what separates intelligence from noise.
1.5B+
Entities in the World Model
250+
Jurisdictions covered
12B+
Source records
11 yr
Historical depth
Architecture
Three layers. One judgment infrastructure.
The World Model provides the ground truth. The Ontology encodes how experts reason about risk. Superconductor orchestrates the judgment pipeline across every workflow.
Commercial World Model
Ground Truth
1.5B+ entities sourced directly from 250+ government registries, trade databases, and official records – continuously updated, not licensed from aggregators. Every record is traceable to its source.
Ontology
Tradecraft Encoding
The formalized knowledge system that maps entity relationships, risk typologies, and investigative heuristics. Not rules – expert judgment encoded at scale. The Ontology is why Sayari doesn’t hallucinate.
Superconductor
Judgment Infrastructure
The AI orchestration platform that coordinates agent fleets, applies the Ontology to model outputs, and delivers scored, auditable verdicts. Every AI decision is grounded in primary-source data – never hallucinated.
Components
Every layer, explored.
Each foundation component is production-ready and powers the full Sayari product suite – from SaaS investigation tools to AI agent orchestration.
Commercial World Model
Data substrate · 250+ jurisdictions
DATA LAYER
The world’s most comprehensive commercial entity database, built from government primary sources. Powers entity resolution, ownership graph traversal, and historical record linking across every Sayari product.
Ontology
Tradecraft layer · Risk typologies
INTEL LAYER
The formalized intelligence tradecraft system underpinning every Sayari judgment. Maps relationships between entity types, risk signals, and investigative workflows – making AI outputs auditable and defensible.
Superconductor
Orchestration · AI judgment infrastructure
AI Platform
The 6-layer AI orchestration platform that powers every Sayari product. Coordinates agent fleets, applies Ontology-encoded tradecraft to model outputs, and scores verdicts – with full audit trails traceable to source records.
Why It Matters
AI without a foundation hallucinates. Ours doesn’t.
Most AI risk tools are retrieval systems running on licensed aggregator data. Sayari’s Foundation layer is the reason regulators accept our outputs – every verdict traces to a government registry record.
Primary source only
Every record in the World Model originates from a government registry – not an aggregator, not a reseller, not a news scrape. The source is always visible and always citable.
Audit-defensible verdicts
Superconductor produces scored, traceable outputs – not black-box AI guesses. Every verdict carries a provenance chain from the Ontology through the World Model to the originating government record.
Real-time monitoring
The World Model updates continuously – ownership changes, new registrations, and ownership transfers are captured as they happen, not in quarterly batch cycles.
See the Foundation in action.
Request a demo to see how the World Model, Ontology, and Superconductor work together – on your data, your entities, your workflows.