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Using ChatGPT for Data Cleaning
I’m always on the lookout for tools that can streamline financial analysis and provide valuable insights. One such tool that has caught my attention is ChatGPT’s data analysis features. In this blog post, I’ll explore how these features can be applied in day-to-day financial analysis and provide a comparison with PowerQuery’s data cleaning capabilities. Data… Continue reading
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The Convergence of Excel and Power BI
I eagerly await each new step in the convergence of Excel and PowerBI. More efficiency and productivity are the gains I foresee as a result. As some of you know, I have designed and built full PowerBI systems with the requisite personnel to create a true business intelligence consulting service inside organizations. It goes without… Continue reading
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PowerQuery can Elevate QuickBooks Analysis in Excel
For those of you that know me, I am an efficiency seeker and delegator in the best (worst) possible way. I want processes that are repeatable and easy to understand. PowerQuery can elevate QuickBooks Analysis in Excel by streamlining QuickBooks reports that are not Excel Table friendly. This kind of data manipulation has become crucial… Continue reading
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SAAS Revenue KPI Alignment: Creating Compelling Financial Narratives, A Fractional CFO Perspective
In the dynamic landscape of SaaS business growth, SAAS Revenue KPI alignment and the resulting ability to present a clear and compelling financial narrative to potential investors is paramount. This narrative is underpinned by the strategic alignment of key revenue growth, customer retention and customer acquisition cost KPIs, which serve as indicators of the company’s… Continue reading
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Tools for a Fractional CFO, Bunker vs. Reach Reporting for FP&A and Accounting
This year, I launched a Fractional CFO Services business. As part of my effort to steam line the financial reporting at my clients, I started using a software platform called Bunker, an innovative software company that provides great software for a Fractional CFO driving FP&A reporting, among other things. In order to settle on Bunker,… Continue reading
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Wondering about machine learning in your efforts? Let’s talk the basics about Random Forest and XGBoost.
The business generalist or expert in a specific aspect of business operations might wonder about machine learning and data science. Random Forest and XGBoost are two techniques that are related and commonly used in business predictive modeling. I want to give you some basics for these frequently used techniques so you can be sharp enough… Continue reading
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Revolutionizing Consumer Loan Financial Reporting and Analysis
Our use of Vector ML Analytics’ financial analytics platform significantly enhanced our loan portfolio management by integrating customizable behavioral assumptions, generating comprehensive financial projections, and offering advanced securitization reporting. This resulted in improved accuracy in financial planning, informed strategic decision-making, and robust risk management. By leveraging Vector’s dynamic forecasting and optimization reports, we achieved a… Continue reading
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LCV is for client unit economics, True Profitability is for product unit economics and another approach to drive value in your SaaS business.
Living in a SaaS world, we are often focused on LCV (Lifetime Customer Value) for a critical unit measurement of profitability. But, it’s also important to understand your product unit economics. True Profitability, a term and methodology developed by Pedro Ferro and described in his book by the same name, determines the specific unit economic… Continue reading
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Can I pay you to stop using TikTok? Or, will you pay to stop your whole friend group from using TikTok?
Is social media a product status trap? What is the price to stop using TikTok? This week is a little turn away from my typical analytics discussion. We are going to talk about product economics and how consumers get value out of social media. While reading, you can ask yourself questions about the products in… Continue reading
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Managing a Loan Portfolio with Great Analytical Tools
Partnering with Vector ML Analytics, my team transformed our consumer loan portfolio’s financial reporting, emphasizing advanced analytics for precision and efficiency. This collaboration covered data integration and deployment, improving reporting through automation, resulting in speed, accuracy, cost savings, and better decision-making. Our enhanced reporting capabilities now include detailed asset and liability insights, weekly cash flow… Continue reading
