Case studies
20 cases
Real operating problems, worked through to a result.
4 cases
Finance and lending
- $151MAccounting
Macy’s: reconcile delivery expenses
in delivery expenses hidden by accrual errors
- 70%Compliance
Grasshopper: complete due diligence
less due-diligence time reported
- ~50%Lending
Kikin: underwrite from the ledger
lower acquisition cost reported
- $9B+Lending operations
First Brands: verify receivables evidence
in liabilities at bankruptcy
5 cases
Supply chain and trade
- $22.67MLogistics
MSC: resolve freight billing disputes
in civil penalties for billing violations
- >$3MLogistics
Mondelēz: audit freight invoices
annual savings reported
- 5,500Logistics
C.H. Robinson: book emailed load tenders
emailed load tenders turned into orders a day
- 97–99%Trade
Nuvocargo: clear cross-border freight
document accuracy reported
- HundredsProcurement
Honeywell: negotiate supplier terms
of supplier contracts to negotiate
5 cases
Risk, legal and compliance
- $10MContent compliance
Disney: label every video
to settle video-labelling allegations
- €4.75MPrivacy operations
Netflix: answer data-access requests
fine over answers to data requests
- 75%Legal
TriHealth: move contracts through review
less review time reported
- 2 hoursInsurance
Zurich: prepare underwriting files
saved per submission, reported
- 55%Healthcare operations
HHS OIG: verify provider listings
of listed providers saw no enrollees
4 cases
Engineering and data
- 1,500+Engineering
Spotify: finish fleet-wide migrations
agent changes merged into production
- ~3,500Engineering
Airbnb: migrate a test suite
test files migrated
- 10,000+Experimentation
Spotify: close every experiment
experiments a year
- MillionsData platform
Netflix: keep scheduled jobs on track
of jobs scheduled a day
2 cases
