Samuel Schiano 
Efficiency in financial modeling isn’t just about speed; it’s about reducing the cognitive load to focus on the numbers rather than the navigation. For high-stakes M&A and corporate planning, the mouse is an anchor. To build bankable, prfofessionally audited models, you must master the “invisible” keyboard strings that allow for …
Most financial models fail long before the first formula is written. They fail because they are “built,” not “architected.” In the high-stakes world of Corporate Finance and M&A, a blank Excel sheet is either a playground for errors or the foundation of a bankable valuation. To transition from a simple …
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 …
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