Profile & discover
Data profiling
Profile schema shape, completeness, uniqueness, formats, distributions, and outliers before business logic is applied.
- Null and duplicate discovery
- Column statistics
- Schema awareness
SB : Building Resilient Intelligence eXperiences for accurate Signal Prediction
SignalBrix is built to move from quality scoring into governed operational action without changing tools or losing context.
Start with must-have controls, then scale into advanced governance, observability, and multi-tenant rollout.
A structured view of the SignalBrix platform model, organized for executive buyers, technical evaluators, and implementation teams.
Profile schema shape, completeness, uniqueness, formats, distributions, and outliers before business logic is applied.
Run completeness, validity, timeliness, consistency, and cross-system rules with severity and ownership metadata.
Move failed checks into a queue with assignee, impact, timeline, comments, and escalation readiness.
Map source-to-consumer dependencies so teams know which marts, dashboards, APIs, and models are affected.
Overlay glossary, classifications, stewardship, approvals, and policy references on the same assets teams monitor.
Separate customer or organizational workspaces without forking the codebase or losing platform consistency.