Critical Data Operations
Critical Data Operations
Critical Data Operations
Operate data flows with clear ownership.
Operate data flows with clear ownership.
Operate data flows with clear ownership.
Connect pipeline health, data quality and consumer impact to a reviewed resolution workflow.
Connect pipeline health, data quality and consumer impact to a reviewed resolution workflow.
Connect pipeline health, data quality and consumer impact to a reviewed resolution workflow.
PRIMARY USERS
CDOs, data platform teams, data owners and business reporting owners
THE CHALLENGES
01
Successful jobs can still produce incorrect data
A pipeline may finish without errors but produce late, incomplete or incorrect-period data.
01
Successful jobs can still produce incorrect data
A pipeline may finish without errors but produce late, incomplete or incorrect-period data.
02
Data issues can affect downstream reports
Teams need to identify which pipelines, datasets and business reports are affected by a data problem.
02
Data issues can affect downstream reports
Teams need to identify which pipelines, datasets and business reports are affected by a data problem.
03
Fixing the pipeline does not guarantee correct data
Teams need to verify that the corrected data meets business requirements before closing the issue.
03
Fixing the pipeline does not guarantee correct data
Teams need to verify that the corrected data meets business requirements before closing the issue.
WORKFLOW
WORKFLOW
A clear path through the work.
A clear path through the work.
01
Define the data flow
Identify the datasets, reporting period and owners of the relevant data rules.
01
Define the data flow
Identify the datasets, reporting period and owners of the relevant data rules.
02
Identify the impact
Trace the issue to affected pipelines, dependencies and business users.
02
Identify the impact
Trace the issue to affected pipelines, dependencies and business users.
03
Review the fix
Review proposed schema, rule or pipeline corrections.
03
Review the fix
Review proposed schema, rule or pipeline corrections.
04
Verify before closure
Rerun data checks and obtain confirmation from the responsible owner before closing the issue.
04
Verify before closure
Rerun data checks and obtain confirmation from the responsible owner before closing the issue.
BENEFITS
BENEFITS
Protect business reports from data issues
Identify data that is late, incomplete or from the wrong reporting period, even when the pipeline runs successfully.
Understand the impact of data issues
Identify the data pipelines and datasets linked to affected reports, so teams know where to investigate.
Verify data before closing an issue
Rerun data checks and get confirmation from the responsible owner that the corrected data meets the agreed rules before closing the issue.
The modules behind the solution.
The modules behind the solution.
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Xora DataOps
Help banks connect data ownership, quality, lineage, operational evidence and issue resolution within a governed data operating model.
Keep critical data flowing.
Xora DataOps
Help banks connect data ownership, quality, lineage, operational evidence and issue resolution within a governed data operating model.
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Bring the problem. Define the next step.
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Berkeley · Head Office
2120 University Ave, Berkeley,
CA 94704, United States
Ho Chi Minh City · Office
2Bis Nguyen Thi Minh Khai,
Ho Chi Minh City, Vietnam
Da Nang · Agentic AI Factory
Da Nang, Vietnam
Enterprise work,
with context and control.
Platform & products
Explore
Berkeley · Head Office
2120 University Ave, Berkeley,
CA 94704, United States
Ho Chi Minh City · Office
2Bis Nguyen Thi Minh Khai,
Ho Chi Minh City, Vietnam
Da Nang · Agentic AI Factory
Da Nang, Vietnam
©2026 Xora Agentic AI
©2026 Xora Agentic AI
Enterprise work,
with context and control.
Berkeley · Head Office
2120 University Ave, Berkeley,
CA 94704, United States
Ho Chi Minh City · Office
2Bis Nguyen Thi Minh Khai,
Ho Chi Minh City, Vietnam
Da Nang · Agentic AI Factory
Da Nang, Vietnam