written by Advaith JayaramNovember 18, 2025 Private equity operates in a world of discipline, precision, and long-term engineering. Outsiders think it is about buying companies and selling them for more. Insiders know the truth: PE is the science of transforming businesses under pressure, with capital structure as the lever and execution as the constraint. This article
written by Advaith JayaramNovember 18, 2025 The bread and butter of every investment banker can widely be classfiied into 3 sections: 1) Valuation Methodologies 2) LBOs 3) M&A. 1. Valuation Methodologies DealGPT handles each valuation method by automatically building, reconciling, and cross-checking the underlying financial logic. A. Comparable Companies Analysis (Trading Comps) DealGPT automates the workflow
written by Advaith JayaramNovember 18, 2025 1. Deals Live in the Grey Zone, Not the Model Investment bankers know the Excel file is only the visible layer.The real deal happens in the shadows: unspoken assumptions, shifted revenue buckets, buried liabilities, quiet board politics, and disguised customer concentration. DealGPT reads this grey zone by interpreting the intention
