Source systems
5
Prototype connectors
Median freshness
7 min
Synthetic sync telemetry
Reconciliation
100%
4/4 critical checks
Auditability
Event-level
Every KPI traceable
Source health & freshness
A production product should never present an executive KPI without knowing how fresh and complete its source data is.
Selected source
Practice Management
Appointments & treatments
Freshness
4 min
Connector health
99.8%
Schema version
v1.4-demo
Last reconciliation
Passed
Audit event example
source.received → schema.validated → entity.normalised → metric.recomputed → insight.refreshed
Reconciliation engine
These checks prove the headline numbers reconcile with their branch-level components in the synthetic model.
Group revenue equals branch roll-up
Calculated
SAR 5,240,000
Expected
SAR 5,240,000
Group collections equal branch roll-up
Calculated
SAR 4,661,000
Expected
SAR 4,661,000
Treatment opportunity equals branch roll-up
Calculated
SAR 683,700
Expected
SAR 683,700
Claims exposure equals branch roll-up
Calculated
SAR 143,000
Expected
SAR 143,000
KPI lineage
A VC or enterprise buyer can see how raw data becomes a decision.
PMS appointment
Canonical appointment
Chair utilisation
Executive KPI
Treatment plan
Canonical treatment
Accepted backlog
Revenue Intelligence
Claim exception
Canonical claim event
Exception cluster
Claims Intelligence
Clinical note metadata
Governance check
Completeness score
Record Guardian
Production security model
Role-scoped access
CEO, finance, clinical and branch views separated
Tenant isolation
Every organisation segregated by design
Audit log
Who saw or changed what, and when
Minimum necessary data
Modules receive only the data they require