Data Intake & Mapping Studio
Guide source data from discovery to approved raw landing.
Source files and streams are profiled, mapped, validated and audited before they can land in raw_upload or raw_airbyte.
Canonical entities
17
Targets available for mapping
Approved profiles
0
0 total profiles
Recent invalid rows
0
No run evidence yet
Refresh required
0
After successful mapped loads
Mapping Editor
5 illustrative fields · no live profile data yet
| Incoming field | Canonical field | Source type | Target type | Rule | Required | Confidence | Approved |
|---|---|---|---|---|---|---|---|
| KPI Code | text | text | direct_cast | yes | 88% | ||
| Reporting Month | date | date | direct_cast | yes | 88% | ||
| Actual | numeric | numeric | direct_cast | yes | 88% | ||
| Target | numeric | numeric | direct_cast | no | 88% | ||
| Source | text | text | direct_cast | yes | 88% |
Workflow
No source data reaches dashboards directly
Upload CSVSelect target entity and upload source file
Discover fieldsProfile columns and detect types automatically
3Suggest mappingsMap source fields to canonical columns
4Validate previewCatch type errors, nulls and unknown references
5Approve profileSteward sign-off before any data lands
6Load raw landingWrite to raw_upload or raw_airbyte with audit
7Request refreshTrigger dbt run to propagate downstream