Data change intelligence
See the impact
before it ships.
Veyra traces the hidden impact of data changes across your stack — before they reach production.
Powered by DataHub
The problem
Data changes are never
just data changes.
One schema change can ripple through pipelines, dashboards, models and teams you didn't know depended on it.
Impact analysis
Asset
analytics.customers
Proposed change
Change customers.email from STRING to nullable STRING
- 6
- affected assets
- 3
- teams
- 2
- dashboards
- 1
- ML model
Risk factors
- Production dashboard dependency
- ML dependency
- Multiple downstream datasets
High risk
87
risk score
Lineage
- customers→customer_360→Customer Dashboard
- customers→orders_enriched→Revenue Dashboard
- customers→customer_features→Churn Model
Recommendation
Backfill nulls in customer_360 and notify Data Platform before applying the schema change.
The solution
Give your AI context.
Veyra combines schema, lineage, ownership, dependencies and ML context into a single actionable impact analysis.
- 01DataHub
- 02Context
- 03Veyra Agent
- 04Impact analysis
- 05Engineering decision
AI analysis
From metadata to decisions.
- 01
Retrieve context
Metadata, schemas and asset history pulled from DataHub.
- 02
Trace lineage
Column-level paths followed through every downstream hop.
- 03
Identify ownership
Owning teams and on-call contacts resolved per asset.
- 04
Calculate blast radius
Assets, dashboards and models scored by exposure.
- 05
Generate rollout plan
An ordered, reviewable sequence for shipping safely.
Integration
Built on context.
Veyra uses DataHub to understand the relationships hidden inside your data stack.
- DataHub metadata
- Lineage
- Ownership
- ML context
The result
Know what breaks.
Before you change it.
87
High risk
- 6
- downstream assets
- 3
- teams
- 1
- ML dependency
Recommended rollout
- 1Notify Data Platform
- 2Update downstream transformation
- 3Validate production dashboard
- 4Validate ML features
- 5Apply schema change
Every step is traceable back to the asset that required it.
Ship changes
with context.
Know the blast radius before production finds it for you.