Data collection troubleshooting: tips, tricks, and governance best practices

Discover a repeatable, governance-led approach to troubleshooting Adobe Analytics and Web SDK implementations. Follow along for practical techniques to validate data, accelerate root-cause analysis, and prevent recurring data quality issues.

What you will learn

  • Why troubleshooting can be time-consuming and how to address it
  • Using validation workspaces to identify and resolve issues efficiently
  • Moving from symptoms to root causes with a structured troubleshooting playbook
  • Importance of governance, ownership, and implementation hygiene

Target audience

This session is ideal for:

  • Admins and developers working with Adobe Analytics and Web SDK
  • Professionals at beginner to intermediate levels
  • Those seeking to enhance data quality and streamline troubleshooting practices

Agenda

Understanding Troubleshooting Challenges

  • Common issues in data collection
  • Misinterpreting symptoms for root causes
  • Lack of tools and outdated implementations

Validation Workspace as a Key Tool

  • Building effective dashboards
  • Leveraging trends and conditional formatting
  • Automating routine checks to save time

Practical Troubleshooting Playbook

  1. Classify issue types (e.g., collection, attribution, persistence)
  2. Validate with tools like workspaces and anomaly detection
  3. Inspect and replicate issues to identify root causes
  4. Record findings with evidence
  5. Escalate effectively with detailed context and data

Governance and Implementation Hygiene

  • Establishing clear responsibilities among teams
  • Maintaining updated libraries and documentation
  • Implementing governance variables for clean data

Advanced Techniques and Tools

  • Utilizing AI and other tools for validation and troubleshooting
  • Exploring Web SDK-specific troubleshooting strategies
  • Practical checks for validation workspaces

Closing and Next Steps

  • Recap of key takeaways
  • Building or improving validation workspaces
  • Leveraging support and accelerators from Adobe Ultimate Success
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