Where can I find enterprise AI case studies with real ROI metrics?

AIHub documents 73 enterprise AI deployments, each with the business context, what was actually built, measured outcomes, investment estimate where publicly disclosed, and lessons learned including what went wrong. Figures that were never publicly disclosed are marked as such rather than estimated, so the numbers you cite can be traced to a source.

Are there AI case studies covering manufacturing and industrial deployments?

Yes. The collection spans manufacturing and industrial engineering alongside healthcare, financial services, insurance and reinsurance, retail, logistics, telecommunications, media, and the public sector — including generative structural design in aerospace and predictive maintenance and supply-chain deployments.

Which case studies show regulatory compliance outcomes?

Several document governance and regulated-industry deployments — automated underwriting in life and health insurance, natural-catastrophe risk assessment in reinsurance, and clinical AI validated through randomised trials. Each records the governance framework, human oversight model, and regulatory considerations that applied, rather than outcomes alone.

How do I use AI case studies to benchmark our own adoption?

Find the studies closest to your industry and problem shape, then compare four things: the scale of the deployment, time from pilot to production, the governance model, and how value was measured. Pair that with the AI ROI Measurement Framework in the consulting toolkit so your business case rests on explicit assumptions rather than on someone else's headline number.

Are the case studies suitable for someone new to enterprise AI?

Yes. Each opens with the problem in plain language before the technical detail, so it is readable without a machine-learning background. Case studies are compiled from public information — company disclosures, peer-reviewed research, and official documentation — rather than from vendor marketing, and many carry direct source links. Where a figure was never publicly disclosed it is marked as such rather than estimated. Always confirm a specific number against the linked source before relying on it.

Case Studies

AI Delivering Real Business Value

Verified implementations with measured outcomes across industries - including ROI, deployment timelines, and lessons learned.

73 of 73 case studies

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Case Study

Key Outcome