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I designed and built a Power BI management reporting solution to bring together e-commerce sales, product costs, advertising spend, recurring costs and manual adjustments into a single commercial model.
Using Power Query, ETL, data modelling and DAX, I created dashboards showing gross profit, net profit and true profitability across periods, channels and business units. The aim was to move management reporting beyond revenue and ROAS and provide a clearer view of what the business was actually earning after the costs required to generate those sales.
Tools: Power BI, Power Query, DAX, ETL, APIs, data modelling, e-commerce data.
The network for creativity
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𝗦𝗽𝗲𝗰𝗶𝗮𝗹 𝗮𝘁𝘁𝗲𝗻𝘁𝗶𝗼𝗻 𝘄𝗮𝘀 𝗴𝗶𝘃𝗲𝗻 𝘁𝗼:
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A dark, data-rich dashboard that makes tournament-scale complexity feel completely in control
Looking to design a sports analytics or live data platform? Let's build it together
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How Commercial Finance Can Turn Revenue Growth Into Real Income
In today’s competitive business environment, increasing revenue is only part of the challenge. The bigger question is: Are we converting that revenue into sustainable profit and stronger cash flow?
As a VP of Commercial Finance and Revenue Management, I see commercial finance as the connection between financial strategy, pricing, customer value, and business growth.
A company can generate millions in additional sales and still underperform if pricing is too aggressive, customer acquisition costs are rising, discounts are uncontrolled, or low-margin revenue is consuming valuable resources.
The real opportunity is to focus on profitable growth.
That means:
• Analyzing revenue and margin by customer, product, and market
• Improving pricing and discount strategies
• Identifying the most profitable revenue channels
• Strengthening forecasting and financial planning
• Connecting sales targets with realistic profitability goals
• Turning financial data into decisions that improve cash flow and income
For businesses in competitive markets like Norwalk and the broader New York–Connecticut region, finance leaders have an increasingly important role: not simply reporting what happened, but helping management decide what should happen next.
Revenue management should ultimately answer three questions:
Where is the money coming from?
Where is profit being lost?
What decisions can create more profitable income?
The strongest commercial finance organizations do more than protect the bottom line. They help build a business model where growth, margin, and cash generation work together.
#CommercialFinance #RevenueManagement #FinancialStrategy #Profitability #RevenueGrowth #FPandA #BusinessFinance #FinanceLeadership
Revenue growth is valuable only when it creates sustainable profit and stronger cash flow. Commercial Finance helps businesses connect pricing, customer value, margins, forecasting, and strategic decision-making to achieve profitable growth. The focus should not simply be on...