Where every number comes from, how fresh it is, and whether it is certified.
Every competitor markets an AI that answers questions; almost none can show where the answer came from. Because C&D conforms the source systems to one semantic model, every number on every dashboard traces back through a known entity to a known source — and we can colour that path by how fresh it is, whether it passed validation, and whether it is certified for reporting. A number is only shown as certified when its whole lineage is green. Where it is not — a stale ProLease export, the abstraction gap on critical dates, Workday not yet connected — the dependent metric is marked provisional rather than presented as fact. That is the difference between a dashboard and a system of record.
Source: NovaTech Global synthetic portfolio · foundation layer · illustrative lineage
Systems of record → semantic-layer entities → decision metrics. Recolour the path by trust lens.
What is feeding the model, and whether to trust it right now
| Source | Feeds | Last refresh | Records | Status |
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Click any KPI on any dashboard to see its lineage. Example:
The five-level maturity model behind the lineage above. Most CRE teams self-assess a level above where they score — data is usually trapped, not missing
| Decision (next 12 months) | Where the data is trapped | Domain level |
|---|