Dear Rohit Bali, We thank you for your responses to our questionnaire. We have conducted a preliminary audit based on your responses. The purpose of this Business Intelligence (BI) audit report is to provide an evaluation of your current data situation and to offer suggestions for improvement. Below is a copy of the questionnaire and your responses for reference: 1. Have you identified and documented all sources of data within your organization? - No 2. Are these data sources aligned with your business objectives? - No 3. Do you have a straightforward data governance framework? - No 4. What is your current data tech stack? - Excel, Google Sheets 5. Are reports and visualizations straightforward, understandable, and actionable? - No 6. Have you explored emerging AI & BI technologies in data management and analysis? - No 7. Do you have a basic data retention policy in place? - Yes 8. Have you considered simplified external audits for an unbiased assessment, considering your resources? - Yes 9. Do you leverage AI-driven insights to improve decision-making based on data? - No 10. Is there an easy mechanism for collecting feedback on data processes within your team? - No Based on these responses, your preliminary BI audit score is 2 out of 10. Currently, your data situation appears to have several areas that could benefit from professional consultation. Your responses suggest that data sources are not identified or aligned with business objectives, data governance is not straightforward, and data visualizations are not easily understandable or actionable. Furthermore, the use of advanced AI & BI technologies is absent. Our experts at Ark Analytics recommend the following: 1. Identifying and documenting all data sources within your organization 2. Ensuring that these data sources are aligned with your business objectives 3. Establishing a straightforward data governance framework 4. Exploring and implementing emerging AI & BI technologies in data management and analysis 5. Making reports and visualizations straightforward, understandable, and actionable 6. Leveraging AI-driven insights to improve decision-making based on data 7. Developing an easy mechanism for collecting feedback on data processes within your team. We at Ark Analytics are dedicated to helping organizations like yours enhance their BI usage. We strongly recommend taking advantage of our professional data audit services for detailed and personalized recommendations based on your specific business needs. Please feel free to reach out to us at audit@arkanalytics.com.au for further assistance. Best regards, Ark Analytics