Operational Velocity

Gautam Basu

Operational Velocity is a podcast about the business system that converts inputs into cash, decisions into margin, and operational discipline into returns that compound over time. This series is built around one key thesis: the way a business operates determines what it returns. The show works through four main lenses: 1) value creation through operations, 2) operations-first leaders, 3) technology as operational leverage, and 4) PE and the operating model. Each lens is a different way of seeing the same truth; every financial metric you care about has an operational driver sitting upstream of it. In essence, EBITDA margin, free cash flow, and return on capital employed are all operational outcomes. This series is hosted by Gautam Basu (PhD, MBA). 

Episodes

  1. 19h ago

    Ep 2. Operational Alpha: Private Equity's New Edge

    In finance, alpha is the excess return on an investment relative to a benchmark,  the portion of performance that can't be explained by market exposure or beta alone. It's the measure of whether a manager actually outperformed, or simply rode a rising market. For decades, private equity manufactured alpha through cheap leverage and multiple expansion, buy at a discount, add debt, wait for the market to re-rate the asset, sell high. That playbook, which accounted for the majority of buyout returns through 2022, no longer works in a higher-rate, higher-multiple environment. Operational alpha is what's replaced it: excess return generated not by capital structure or market timing, but by improving the fundamental performance of the underlying business — pricing discipline, procurement leverage, supply chain efficiency, commercial strategy, talent productivity. It's alpha built inside the portfolio company, not extracted from the deal structure around it. This episode unpacks why operational alpha has become the primary source of returns left in PE. Buyout IRRs hit a post-2002 trough between 2022 and 2025, while top-quartile funds kept generating 24%, nine points ahead of the S&P 500. The data, from Bain's "12 is the new 5" framework to McKinsey's finding that operationally-focused GPs earn 2–3 points more IRR, points to one conclusion: the firms treating operations as genuine institutional capability are pulling away from the ones still treating it as a line in the pitch deck. We cover where the alpha actually gets made (e.g) procurement, revenue operations, AI-embedded infrastructure and what it means for ETA investors, portfolio company operators, and operations leaders trying to position themselves at the center of value creation, not the periphery of it. Show Notes Buyout fund IRRs: 2022–2025 trough at 5.7% pooled — McKinsey 2026Top-quartile buyout IRR over past decade: 24% vs. S&P 500 at 15%, MSCI World at 13% — McKinsey 202659% of PE returns 2010–2022 came from multiple expansion and leverage — McKinseyPE holding period exceeds 6.7 years — longest since 2005 — McKinsey 202518,000+ unsold PE-backed companies; $3.8tn unrealized value — Bain 2026"12 is the new 5": 10–12% annual EBITDA growth now required for a 2.5x return — Bain 2026GPs focused on operational improvements achieve 2–3 pp higher IRR — McKinsey 100+ fund analysis71% of value creation at exit in 2024 came from revenue growth — Gain.pro 202566% of PE leaders report AI benefits within 12 months, up from 34% prior year — FTI 2026PE firms with formal talent ROI measurement achieve 28% higher returns — PE Operating Excellence ForumBlackstone Portfolio Operations: 500+ professionals, 250 portfolio companies, $226bn revenue, 700k employeesTop-quartile funds derive ~39% of returns from revenue growth and margin expansion vs. 61% from multiples/leverage — McKinsey 2025Sources  McKinsey Global Private Markets Report (2026) Bain & Company Global Private Equity Report (2026) FTI Consulting Private Equity Value Creation Index (2026)KPMG "Value Creation in Private Equity" (2025)PwC Private Equity: US Deals Outlook (2026)Bain & Company Asia-Pacific Private Equity Report (2025)Value Creation Institute "PE's Compensation Crisis" ( 2026)Gain.pro Private Equity Value Creation Report (2025)

    35 min

About

Operational Velocity is a podcast about the business system that converts inputs into cash, decisions into margin, and operational discipline into returns that compound over time. This series is built around one key thesis: the way a business operates determines what it returns. The show works through four main lenses: 1) value creation through operations, 2) operations-first leaders, 3) technology as operational leverage, and 4) PE and the operating model. Each lens is a different way of seeing the same truth; every financial metric you care about has an operational driver sitting upstream of it. In essence, EBITDA margin, free cash flow, and return on capital employed are all operational outcomes. This series is hosted by Gautam Basu (PhD, MBA).