REALIST
GeographyAuckland
Updates

Sprint 7 · explainable intelligence

See the reasoning.
Then trust the signal.

REALIST turns observed market memory into conclusions that retain their arithmetic, evidence and limits. Calibration runs privately until the proof is strong enough to publish.

01ScoreA bounded conclusion
02ComponentsVisible arithmetic
03EvidenceCanonical facts
04HistoryVersioned change

Model register

Intelligence under calibration

4 of 6 models have a current shadow run. Scores remain withheld until G7 recall, G8 latency and each model-specific evidence gate pass.

01 · AGENCYQueued

Agency Momentum

Recent change in observed acquisition and campaign stewardship.

Recall proofLatency proof
Awaiting first deterministic runAwaiting run
02 · AGENTshadow

Agent Momentum

Recent change in observed acquisition and campaign stewardship.

Component coverageRecall proofLatency proofEvidence depth
Evidence through 10/08/2026Score withheld
03 · CAMPAIGNshadow

Campaign Distress

Observed campaign friction from age and explicit lifecycle intervention.

Recall proofLatency proofEvidence depth
Evidence through 3/08/2026Score withheld
04 · OPPORTUNITYQueued

Opportunity Research

Bounded research leads composed only from published upstream intelligence.

Recall proofLatency proof
Awaiting first deterministic runAwaiting run
05 · SUBURBshadow

Price Pressure

Balance and persistence of explicit asking-price intervention.

Component coverageRecall proofLatency proofEvidence depth
Evidence through 10/08/2026Score withheld
06 · SUBURBshadow

Suburb Momentum

Recent direction in observed canonical suburb activity.

Component coverageRecall proofLatency proofEvidence depth
Evidence through 10/08/2026Score withheld

A deliberate boundary

Agent ELO remains observed performance.

It does not silently become a prediction, recommendation or proxy for vendor satisfaction. Opportunity research can only compose conclusions that have already passed their own publication gates.