Energy — User Feedback Collection for SOPs and Playbooks

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This DAG facilitates the collection and analysis of user feedback on Standard Operating Procedures (SOPs) and playbooks. By identifying areas for improvement, it ensures the continuous relevance and effectiveness of these critical operational documents.

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Overview

The primary purpose of the 'User Feedback Collection for SOPs and Playbooks' DAG is to systematically gather and analyze user feedback regarding existing SOPs and playbooks within the energy sector. The process begins with the ingestion of feedback data through various channels, such as surveys and direct user submissions. This data is then processed to identify trends, recurring issues, and areas that require enhancement. The architecture of the DAG includes several key components: an input nod

The primary purpose of the 'User Feedback Collection for SOPs and Playbooks' DAG is to systematically gather and analyze user feedback regarding existing SOPs and playbooks within the energy sector. The process begins with the ingestion of feedback data through various channels, such as surveys and direct user submissions. This data is then processed to identify trends, recurring issues, and areas that require enhancement. The architecture of the DAG includes several key components: an input node for collecting feedback, processing nodes that analyze the data, and an output node that generates actionable insights. The processing logic involves data cleaning, sentiment analysis, and trend detection to ensure that the feedback is accurately interpreted. Quality controls are implemented at each stage to maintain the integrity of the data. The outputs of this DAG include detailed reports on user sentiments and suggested updates for SOPs and playbooks. Monitoring KPIs such as user satisfaction scores and the frequency of feedback submissions help gauge the effectiveness of the SOPs and playbooks over time. The business value derived from this DAG lies in its ability to enhance operational efficiency, ensure compliance, and improve user engagement by keeping SOPs and playbooks relevant and effective.

Part of the SOPs & Playbooks solution for the Energy industry.

Use cases

  • Enhances operational efficiency by refining SOPs and playbooks
  • Improves compliance with industry standards and regulations
  • Increases user engagement through active feedback mechanisms
  • Facilitates timely updates to operational procedures
  • Drives better decision-making based on user insights

Technical Specifications

Inputs

  • User feedback surveys
  • Direct feedback submissions from operational staff
  • Historical SOP usage data

Outputs

  • Feedback analysis reports
  • Updated SOPs and playbooks
  • User satisfaction metrics dashboard

Processing Steps

  1. 1. Collect user feedback from various sources
  2. 2. Clean and preprocess the feedback data
  3. 3. Perform sentiment analysis on the feedback
  4. 4. Identify trends and recurring issues
  5. 5. Generate actionable insights and recommendations
  6. 6. Distribute updated SOPs and playbooks to users

Additional Information

DAG ID

WK-0943

Last Updated

2025-11-23

Downloads

58

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