Observation. Methodology. Provenance.Not assumptions.
The Standards Protocol observatory anchors published NSW gaming-machine records to their source and presents only what can be observed, derived deterministically, or formally declared non-computable.
Methodology, provenance, and limitations are recorded for every output. No prediction. No enforcement. No surveillance.
Observational only · Not a regulatory determination
NSW Gaming Intelligence Observatory
A public-source observatory for the NSW gambling harm context. Quarterly published gaming-machine records are anchored to their source publication and presented at state, LGA, venue and reform-window grain. Methodology, provenance, and limitations are recorded for every output.
Each public output is classified as observed, derived, or non-computable. Modelled and predictive classifications are not surfaced publicly.
Each derived metric carries a formal definition, source dependencies, methodology reference, and a published history of its version.
Each output is traceable to its source document, retrieval record, and the append-only audit trail that records how it was produced.
What governs the platform
These principles apply to every public surface. They are not aspirational. They are operational commitments and are reflected in how methodology, provenance, and limitations are recorded.
- PrincipleObservation before inference
Every public output is grounded in directly observed, published source material before any derived interpretation is produced.
- PrinciplePublic-source transparency
Source documents, retrieval dates, and publication authorities are recorded against every observation.
- PrincipleDeterministic methodology
Derived outputs are produced by deterministic, version-traceable methods. No learned models, no opaque scoring.
- PrincipleNo predictive outputs
The platform does not forecast, score, or simulate future states. Observation is not prediction.
- PrincipleNo enforcement outputs
The platform does not direct, recommend, or imply enforcement, sanction, or intervention against any party.
- PrincipleNo behavioural surveillance
No individual-level behaviour is modelled or inferred. Observation is anonymised and aggregate by design.
- PrincipleInstitutional validation and auditability
Every published surface has a methodology reference, a lineage reference, and an append-only audit record available for review.
Open the platform
Public surfaces only. Restricted analytical workspace and admin surfaces are reserved for authorised institutional roles.
State-grain observability
Live deterministic aggregates, rank-only basis, full provenance on every card.
Demonstrations & walkthroughs
Six guided tours, story cards, and presentation layouts — evidence-led only.
NSW Gaming Observatory entry
Evidence taxonomy, provenance chain, non-computability registry.
System validation
Live read-only validation suite results. Methodology + provenance + role-isolation coverage.
What the platform does not do
These limits are deliberate. Stating them clearly is part of the platform’s institutional posture. Where a question cannot be answered observationally, it is recorded in the non-computability registry rather than estimated.
- Predict future incidents, behaviour, or outcomes.
- Recommend, score, or rank any individual person.
- Score, rank, or single out any specific venue as unsafe, harmful, or non-compliant.
- Recommend or imply regulatory enforcement, sanction, or intervention.
- Substitute for a regulatory determination, audit finding, or judicial process.
- Infer causation from observed change.
- Surface non-public records or individual-level personal data.