Financial Times · TechnologyJun 23, 2026, 12:00 UTC+8

Private equity uses vibe coding to clone software targets for due diligence

Private equity’s new vibe check

Bain & Co is helping PE clients clone target software companies' products in hours using AI-assisted coding tools like Bolt and Replit. The goal is to test whether a target has real tech moats or can be easily replicated. The article doesn't disclose specific models or success rates. This can filter out shallow wrappers, but complex SaaS architecture and customer stickiness can't be cloned in hours.

Why it matters: FT exclusive on Bain using Bolt and Replit for clone-based due diligence — fresh angle with operational detail. Score held back because the piece lacks false-positive rates or named case data; it's a signal worth tracking, not yet a replicable methodology.

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Take

The reason this is worth a click: it puts AI coding tools into a brutally practical business context—PE due diligence. Bain consultants use Bolt and Replit to clone a target company's core product in hours, based on its UI and feature descriptions. The goal isn't to steal code; it's a fast test of whether the company has real tech moats or is just a thin wrapper that anyone could replicate. If it clones easily, the valuation takes a hit.

The article doesn't disclose which underlying models they're using, and there's no data on accuracy or false-positive rates. I'd discount this a bit: it can filter out shallow wrappers, but complex SaaS architecture, proprietary data, and customer stickiness can't be cloned in an afternoon. This reads more like a quick filtering tool than a final judgment.

Source: Financial Times · Technology · ft.com
Published: Jun 23, 2026, 12:00 UTC+8 · Jun 23, 2026