Alvarez & Marsal Launches AI-ZBO to Accelerate EBITDA Gains for Private Equity Portfolios

Alvarez & Marsal, the global professional services firm, unveiled AI-Enabled Zero-Based Optimization — AI-ZBO — on June 30, 2026, targeting private equity clients seeking faster EBITDA improvement. The New York-based firm says the offering applies artificial intelligence to a clean-sheet redesign of priority workflows, with the stated aim of reducing rework, compressing cycle time, and delivering what it calls durable EBITDA impact.

What the AI-ZBO Offering Does

Zero-based optimization is a discipline that rebuilds processes from scratch rather than layering improvements onto legacy workflows. Alvarez & Marsal's AI-ZBO embeds applied AI into that methodology at the design stage, meaning the technology shapes how workflows are constructed rather than being added as an afterthought.

The firm says this approach targets two specific friction points that can erode the value of operational improvement programs: rework and cycle time. By redesigning priority workflows to eliminate both, A&M positions AI-ZBO as a way to move portfolio companies toward EBITDA targets more quickly than conventional improvement programs allow.

Why Private Equity Is the Target Market

Private equity sponsors operate under defined hold periods and return timelines, which creates consistent pressure to accelerate operational gains after acquisition. EBITDA expansion is the primary value-creation lever available before exit, and the speed at which improvements translate into earnings directly affects deal returns.

The launch comes as PE firms increasingly demand technology-enabled efficiency from their operational advisers. Alvarez & Marsal's decision to frame AI-ZBO around EBITDA acceleration — rather than cost reduction alone — reflects a sponsor community that evaluates advisers on measurable earnings impact, not activity metrics.

The Clean-Sheet Distinction

The firm's emphasis on a clean-sheet approach carries strategic weight. Bolt-on AI tools applied to existing processes tend to deliver incremental gains that plateau as underlying workflow inefficiencies persist. Starting from zero allows the redesign to remove structural causes of rework and delay rather than working around them.

Alvarez & Marsal describes the resulting EBITDA impact as durable — a deliberate signal to private equity clients that the improvements are intended to hold through the hold period and remain visible at exit, rather than fading once an engagement concludes. That framing positions AI-ZBO as an investment in sustainable earnings quality rather than a one-time cost takeout.