Samuel Schiano 
SaaS financial models are built around recurring revenue and customer behavior, not one-time sales. Value creation depends less on short-term profitability and more on how efficiently customers are acquired, retained, and expanded over time. As a result, SaaS modeling requires a fundamentally different mindset from traditional financial modeling. The central …
Purchase price allocation (PPA) translates the economic value of an acquisition into post-transaction financial statements. While governed by accounting standards, PPA is not a purely technical exercise. It has direct and often material implications for: In professional M&A practice, PPA sits at the intersection of valuation, accounting, and capital markets …
Debt waterfall modeling defines how available cash flows are allocated across a capital structure according to contractual priority. It is a foundational tool in leveraged buyouts, credit analysis, and structured finance because it converts legal documentation into economic reality. At its core, the waterfall answers a single, decisive question: Who …
Accretion and dilution modeling evaluates whether an acquisition increases or decreases the acquirer’s earnings per share (EPS) on a pro-forma basis. While the output is a single metric, the analysis itself integrates transaction pricing, financing structure, accounting effects, and operating assumptions into a unified earnings view. In professional M&A practice, …
Building a financial model from a blank Excel workbook is a core competency for analysts in IB, PE, and corporate finance. Regardless of transaction type or business model, the objective is always the same: construct a transparent, auditable, and fully linked model that can support valuation, diligence, and decision-making.This article …
DCF and LBO valuations often diverge — sometimes materially — even when driven by the same operating case.This divergence is structural, not a modeling error. Each methodology reflects a different investor, a different risk lens, and a different definition of value. This article brings a breakdown of exactly why LBO …
Speed is one of the most underrated competitive advantages in finance.Analysts in Investment Banking, Private Equity, and FP&A aren’t rewarded for building “pretty models” — they are rewarded for accuracy, clarity, and output velocity. Top-performing analysts work twice as fast as others not because they are smarter, but because they …
The proposed leveraged buyout of Electronic Arts (EA) in September 2025 marks one of the most important transactions in the history of digital entertainment — not just because it is valued at ~US$55 billion, but because of who is buying, how they are financing it, and why they believe EA …
In modern finance, companies often utilize synthetic equity instruments and Total Return Swaps (TRS) to achieve specific economic exposure or capital structure objectives without the immediate regulatory or accounting implications of direct ownership. For a financial analyst, properly modeling these off-balance-sheet exposures is crucial, as they represent hidden leverage and …
In financial modeling, your biggest risk is rarely the complexity of the logic – it’s the small, silent errors that go unnoticed until the model is live in a deal, in an IC memo, or in front of a managing director. Most beginners don’t fail because they don’t know enough …
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