Reference

AI Case Studies

352 deployments of AI in real organisations — who adopted it, what they were trying to fix, and what changed. Every number here is quoted verbatim from the page it came from, and every record was compared line by line with that page before it was published.

352
Cases published
347
With a number quoted verbatim
245
Source domains
20
With an independent source
How to read these. Most AI case studies are published by the vendor that sold the system, and this corpus is no exception — 332 of 352 rest on the vendor’s own account. What we checked is narrower and worth stating plainly: that the customer is named, that each figure appears on the source page in those words, and that nothing was carried over from a neighbouring case. Where a figure could not be found in the source, the case page says so next to the figure rather than dropping it silently.
352 cases

Aptean · Enjo

Vendor-reportedTechnology & software · Customer support · LLM · In production

Pulsetto · Ace Waves

2x — BFCM volume handled

Vendor-reportedHealthcare · Customer support · AI agents · In production

Altruist · Cast AI

45%+ — cloud cost savings

Vendor-reportedBanking & finance · Process automation · Pilot

allpay · Microsoft

increased by 10% — developer productivity

Vendor-reportedBanking & finance · Code generation · LLM · In production

Academy Sports + Outdoors · Hunch

+102% — incremental revenue compared to competitor's overlays

Vendor-reportedRetail & e-commerce · Marketing content · Computer vision · In production

Novu · Hacktron AI

28 — security issues fixed

Vendor-reportedTechnology & software · Other · Other · In production · 2026

Rabot · Lightly

2x faster — customer onboarding speed

Vendor-reportedManufacturing · Other · Computer vision · Scaled

StoreAssure · Lumio

20 — leads captured that would have gone unanswered

Vendor-reportedConstruction & real estate · Customer support · LLM · In production

Oil and Natural Gas Corporation (ONGC)

exceeded 700 — engineering hours saved (Case Study 1, ~600-well stimulation planning)

Vendor-reportedEnergy & utilities · Process automation · AI agents · Scaled

SF Technology · HAMi

37 cards — GPU cards saved for large model inference services

Vendor-reportedLogistics & transport · Other · LLM · In production

Let's GoCook · AROG AI

under 2 minutes — Response Time

Vendor-reportedOther · Customer support · NLP · In production

Hilton Santa Clara · LiveX AI

11.3 — conversion rate to Hilton Honors members

Vendor-reportedTravel & hospitality · Customer support · NLP · In production · 2026

MIT · StackAI

500+ — student hours saved

Vendor-reportedEducation · Process automation · NLP · In production

Prospire · The Cognitive

1,000 — Candidates interviewed

Vendor-reportedProfessional services · HR & recruiting · NLP · In production

IXOPAY · Vidoso

5X — content output

Vendor-reportedBanking & finance · Marketing content · LLM · In production

Lookout · Oodle AI

5x — cost reduction

Vendor-reportedTechnology & software · Process automation · LLM · In production

David's Bridal · LivePerson

41% — customers opting to use text

Vendor-reportedRetail & e-commerce · Customer support · NLP · Scaled · 2019

Orange Credit · AIxH

54 — Loan appointments converted

Vendor-reportedBanking & finance · Sales & marketing · LLM · In production

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