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Dashboard and report examples Power BI Sales by Product Dashboard
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Power BI Sales by Product Dashboard

Power BI Sales by Product Dashboard

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Report Author: Mohan Kumar

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Page 1: Performance Overview

  • Growth accelerated in 2025. Net Sales increased 10.1% YoY, rising from $7.29M to $8.02M after only 2.6% growth in 2024.
  • Q4 drives the business. Q4 generated $7.11M in Net Sales, which is 59% more than Q1, confirming a strong recurring seasonal pattern.
  • Target performance is slipping. Target Achievement declined for three consecutive years: 98.7% → 98.1% → 96.2%.
  • Returns are becoming a bigger problem. Return Rate increased from 3.0% to 4.5%, representing a 50% relative increase since 2023.
  • Regional performance varies significantly. North America missed target by $264K, Europe by $212K, while Asia Pacific missed by only $67K.
Key takeaway
Revenue momentum is improving, but target attainment and order quality are deteriorating.
Recommendation
Prepare capacity and inventory for the recurring Q4 surge, investigate the 2025 return-rate increase, and review target-setting in underperforming regions before 2026 planning.

Page 2: Profitability & Portfolio

  • Software is the profit engine, but it is the smallest category. Software delivers a 78.0% gross margin while accounting for only 18.7% of Net Sales. Its margin is more than double Hardware at 37.6% and well above Services at 42.6%.
  • Margins vary significantly across subcategories. Analytics reaches a 79.6% margin, while Accessories falls to 33.8%, creating a gap of almost 46 percentage points.
  • Discounting has a direct impact on profitability. Orders without promotions achieve a 50.5% average margin. Strategic Deal promotions average a 20.8% discount and reduce margin to 37.9%.
  • New Customer Offers create a return risk. This promotion type has the highest Return Rate at 6.1%, compared with 3.4% for orders without a promotion.
  • Services generate the highest profit per order. Services produce $4,069 Gross Profit per Order, compared with $1,430 for Hardware and $1,780 for Software.
Key takeaway
Software provides the strongest margin, while Services generate the most profit per deal. Discounting and promotion quality are the biggest threats to profitability.
Recommendation
Increase Software attachment to Hardware and Services deals to improve blended margin. Review discount limits for Strategic Deals and investigate the high Return Rate associated with New Customer Offers.

Page 3: Markets & Execution

  • Direct Sales is both the strongest and riskiest channel. It generates the largest share of Net Sales at 41.2%, or $9.23M, and the highest margin at 48.1%, but it also has the highest Return Rate at 4.2%.
  • Sales performance is heavily concentrated in one representative. Henry Clark leads with $1.79M in Net Sales, which is 67% higher than Isabella Carter at $1.07M.
  • 10.5% of orders do not convert into completed sales. Of 3,828 total orders, 155 were cancelled and 246 were returned, leaving 3,427 completed orders.
  • SMB drives volume, while Enterprise drives value. SMB generates the most orders at 1,807, but has the lowest Average Order Value at $3,865. Enterprise has only 742 orders, but the highest Average Order Value at $9,940.
  • Supply constraints have a major impact on performance. During Supply Constraint periods, Return Rate increased to 11.2% compared with a 3.6% baseline, while average margin dropped to 32.0% from 49.5%.
Key takeaway
Strong sales performance is concentrated in Direct Sales and a small number of top performers, while supply constraints and returns create significant execution risk.
Recommendation
Analyze Henry Clark's sales mix and account strategy to identify practices that can be replicated across the team. Review Direct Sales returns and build a contingency plan for periods affected by supply constraints.

Conclusion

FY23 to FY25 shows a business with real growth momentum. Net Sales increased by approximately 13% overall, with 2025 alone delivering 10.1% YoY growth.
However, several indicators show that growth is creating additional operational pressure. Return Rate increased by 50% in relative terms, while Target Achievement declined each year.
The strongest commercial areas also contain important risks. Software delivers exceptional margins, Direct Sales leads revenue generation, and Services generate strong profit per order, but returns, discounting, and supply disruptions reduce the value created by that growth.
Overall takeaway
The main challenge is not demand. The priority is improving execution, profitability, and order quality while maintaining growth.

Priorities for 2026

  • Reduce returns in Direct Sales and high-risk promotion types.
  • Prepare inventory and capacity for the recurring Q4 sales peak.
  • Protect margins by reviewing discount levels and promotional performance.
  • Increase Software attachment to Hardware and Services deals.
  • Replicate the sales practices of top-performing representatives across the wider team.
  • Build contingency plans for supply constraints and other operational disruptions.

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Power BI Sales by Product Dashboard

Report Author: Mohan Kumar

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