Data governance

Data governance from sensor to report.

GCCAP keeps the data chain connected: raw payload, normalised event, client/site/cart/sensor/gateway mapping, journey stage and report output.

StatusRepresentative demo available now. Live pilot reporting activates after hardware validation, site approval, first payload proof and agreed data governance controls. Stage 1 avoids washer exposure until permanent mounting is validated.

GCCAP
Sensor
Gateway
Evidence
Watchdog
Journey intelligenceRepresentative demo
Raw dataPreserved
Client dataRestricted
Public dataAggregated

Data path

Governed data path

Every reading should travel through raw preservation, decoding, normalisation, client permissioning, evidence generation, and public-readiness review.

01Sensor captures cart temperature behaviour
02Gateway collects sensor records
03Raw payload is received and preserved
04Payload is mapped to sensor, cart, gateway, site and client
05Temperature event is normalised into the GCCAP event model
06Event is assigned to the correct cart journey stage
07Rules engine flags warning or review conditions
08Recovery and duration are calculated
09Data completeness and hardware health are assessed
10Evidence report is prepared for private client review
11Approved outputs can support client action and future benchmark methodology

Operational layer

Governance controls

These controls prevent GCCAP’s most valuable asset from becoming a liability.

Raw packet preservation

Keep source data unchanged so future reports and disputes can trace back to original evidence.

Client confidentiality

Restrict cart, lane, flight, facility, and operational evidence to authorised users.

AI boundaries

Agents can assist analysis and drafting, but sensitive publication needs human approval.

Watchdog readiness

Public outputs need aggregation, anonymisation, sample thresholds, confidence scoring, and legal-safe wording.

Decision clarity

Data visibility model

The same telemetry can serve different layers when governed correctly.

Client portalClient-specific dashboards, incidents, reports, and evidence.
Command centreAll-client governed internal view for operations, support, and founder intelligence.
AI agentsPermissioned analysis, recommendations, draft reports, and data-quality review.
WatchdogAggregated public benchmarks only after review.