Docs

Observatory architecture

One tape (surface view)

Public listings (sample | live | hybrid)
        → Normalize into a shared schema
        → Identity · control-plane probes · temporal history · execution-risk enrichment
        → Quote marks (SIR · PIS · TRAC) + Panel indices (CireX family)
        → Quote / Panel surfaces

Five stages (buyer-facing)

Stage	Function	What is public
1 Gateway	Ingest & normalize	Multi-provider listings → unified schema
2 Enrichment	Identity & evidence	Deterministic listing identity, broker-level responsiveness probes, append-only history, execution-risk enrichment
3–4 Analytics	Marks & indices	SIR, PIS, TRAC, stability, coverage, CireX / CIX / Basis
5 Presentation	Surfaces	Basis Quote, Panel, documentation

Data we use / don’t

We use	We don’t
Public listing metadata, verification flags, availability	Host agents or root access
Accumulated continuity / downtime from our tape	GPU throughput benchmarks
Broker API responsiveness (control-plane proxy)	Equating broker RTT with host training-network health

Proprietary (not on this page)

Exact scoring weights, penalty schedules, friction dollar defaults, CireX blend weights
Anti-gaming / Sybil heuristics and fingerprint edge cases
Raw snapshot databases, probe schedules beyond TTL class, partner outcome telemetry
Infrastructure secrets and adapter credentials

Buyers can audit why a mark exists and how to read it. Competitors cannot reconstruct the engine or the tape from this document alone.