
Nicholas T. Rafael Jr. on A.I. in Corporate Finance
Nicholas T. Rafael Jr. on A.I. in Corporate Finance
Greater New York City Area
10+ years in practice
FP&A · Reporting · Operations
I’m Nicholas T. Rafael Jr., a corporate finance professional with more than ten years of experience across financial planning and analysis, financial reporting, accounting operations, and process improvement. I write practical, educational material for the people who build budgets, close books, and answer for the numbers.
Budgeting, forecasting, and variance analysis that decision-makers can actually use.
Financial statement preparation, close discipline, and packages built for review.
Research across Basel III and the Enterprise Regulatory Capital Framework.
Process improvement, financial systems, and operational efficiency in finance.
Experience
10+ years, corporate finance
Location
Greater New York City Area
Both sides
Planning and reporting
Most finance writing sits at one of two extremes. Academic material explains theory without saying how the work is performed. Vendor material explains a product without explaining the problem it claims to solve. What is missing is the middle: an account of how the work actually gets done, what tends to go wrong, and what a competent practitioner does about it.
I’ve spent more than ten years on both sides of the finance function — the forward-looking analysis that supports decisions, and the historical accounting that establishes what happened. That combination shapes everything here. A forecast is only as credible as the actuals it’s measured against. A reporting process is only useful if someone downstream can act on what it produces. I treat the two as one system, because in practice they are.
Years working in corporate finance, spanning planning, reporting, and accounting operations.
Areas of applied experience, from FP&A and statement preparation through financial systems and real estate finance.
Working in and around the New York City metropolitan area.
Each links to a full section covering the fundamentals, the common failure modes, and how the work is done in practice.
The structure of a finance organization, capital allocation, working capital, and how planning, reporting, treasury, and controllership fit together.
Driver-based planning, rolling forecasts, variance decomposition, and the practical work of turning a model into a decision.
Financial statement preparation, month-end close sequencing, reconciliation discipline, and the accounting operations underneath.
An educational reading of bank and enterprise capital frameworks: capital tiers, risk weighting, buffers, and liquidity standards.
Reducing cycle time in finance operations through process mapping, systems work, and controls that don’t add friction.
Long-form educational writing organized by topic, for finance professionals, business owners, and students entering the field.

Nicholas T. Rafael Jr. on A.I. in Corporate Finance

Banking regulation can appear complex from the outside, but the central idea behind capital regulation is relatively straightforward: financial institutions need enough financial resources to absorb losses and remain resilient during periods of stress.

Nicholas T. Rafael Jr. examines financial forecasting as a decision-making tool that combines financial data, operational information, assumptions, and business judgment.

Nicholas T. Rafael Jr. examines the difference between cash flow and profit because these two measures answer very different questions about financial health.

Nicholas T. Rafael Jr. examines the income statement, balance sheet, and cash flow statement because each provides a different perspective on an organization’s financial condition.

One of the most useful principles in financial analysis is that identifying a difference is only the beginning. Nicholas T. Rafael Jr. examines variance analysis