Personas
ADOC helps your data teams manage complex data systems reliably and cost effectively.
These are few of the critical ADOC personas:
Persona: Data Engineer
Data Engineers are responsible for building and maintaining scalable, reliable data pipelines.
| Task | Reference |
|---|---|
| Tracks data pipeline execution across environments to verify planned jobs run and spot any delays or failures. | Pipeline health and run status |
| Track and observe schema changes across datasets to avoid task failures or report field level changes. | Schema change detection |
| Ensure that critical data are fresh and up to date. | Data Freshness |
| Monitor data volume and ingestion lag to detect silent pipeline failures or data loss | Data Cadence |
| Tracks data flow from source to destination to quickly review changes, troubleshoot issues, and detect dependencies. | Asset Lineage / Pipeline lineage |
| Automates work failure, data anomaly, and SLA breach warnings. Receives Slack, email, or ticketing notifications to act before users are affected. | Alerts / Notifications |
Persona: DevOps/Site Reliability Engineer
DevOps and SREs focus on the performance, availability, and cost-efficiency of the data infrastructure.
| Task | Reference |
|---|---|
| Monitors CPU, RAM, disk I/O, and service availability to identify data processing or ingestion bottlenecks. | Dataplane Observability |
| Integrates real-time notifications to quickly address pipeline, service, and data access incidents. Reduces mean time to resolution(MTTR). | Notifications |
| Investigates data stack component logs and traces to fix faults, latency, and service outages. | Query Logs / Alerts Dashboard |
| Performs root cause analysis (RCA) when data delivery, pipeline completion, and platform uptime SLAs are missed. | Pipeline Monitoring |
Persona: Data Steward
Data Stewards manage data ownership, quality, and associated costs across teams. Using Spend Intelligence, Chargeback Dashboards, and policy-based Recommendations in ADOC, they track usage and enforce data standards. This ensures data is accurate, cost-effective, and aligned with business needs.
| Task | Reference |
|---|---|
| Control data costs and prove data's strategic value. |
Persona: Data Leader / FinOps Manager
Data Leaders and FinOps Managers focus on maintaining trust, compliance, and governance at scale. In ADOC, they leverage Data Reliability Policies, Rulesets, Lineage, and Asset Profiling to ensure data quality and auditability. These capabilities support strategic decision-making and regulatory alignment across the organization.
| Task | Reference |
|---|---|
| Ensure all data is trustworthy, compliant, & governed. |