Can Data and AI Sabotage M&A Dreams? Yes They Can

Can Data and AI Sabotage M&A Dreams?

Part of the problem is our casual attitude to data readiness and AI audits during due diligence.

Asia-Pacific M&A activity is in full swing, but a critical problem lurks beneath those heady numbers. Most organizations rushing into these deals have no idea what AI systems they're actually acquiring — or what shadow AI already runs inside their own walls.

Despite 30 to 40 billion [dollars] being invested in generative AI, 95% of enterprise AI pilots delivered no measurable business impact.

According to David Irecki, chief technology officer and senior director of solution consulting for APJ at Boomi, referencing the MIT study, integration — not algorithms or compute power — is the primary failure point. And when two companies merge, this integration challenge multiplies.

The problem really starts with an unruly data architecture.

Author's summary: Data and AI can sabotage M&A dreams due to poor integration.

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CDOTrends CDOTrends — 2025-10-20

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