Statistical release · computed from the live corpus
Corpus insights
Computed statistics over the published corpus of enterprise AI use cases. Every figure has a stable anchor — cite the number, link the section.
Records are acquired source-led, not sampled. Distributions describe this corpus, not market shares.
1Corpus & verification
#corpus322
published use cases
322
linking a public source
322
pipeline-verified
0
not pipeline-verified
Pipeline-verified322
Not pipeline-verified0
Pipeline-verified: the record passed verification against its public source in the first-party pipeline (ledger begins 10 August 2026). For the remainder, no passing pipeline verification is on record.
2By industry
#industryFinancial Services46
Manufacturing28
Automotive24
Technology & Software22
Government & Public Sector21
Healthcare20
Retail20
Energy18
19 more industries account for 123 records.
3By AI capability
#capabilityGenerative AI133
Conversational AI81
Agentic AI66
Predictive Analytics50
Machine Learning44
Computer Vision41
Document Intelligence39
Large Language Models36
10 more capabilities account for 179 capability assignments.
4By country
#geography181
records with a stated country
141
country not stated by source
19
country hubs (3+ records)
33 more countries account for 62 records.
Country is recorded only when the source states it — records without one are counted, never guessed. Linked countries have a hub page.
5By deployment model
#deploymentPublic Cloud136
Unknown133
On-Premise30
Hybrid23
Derived from each record's deployment options; hybrid is the most specific claim. "Unknown" means the source did not state one.
6Outcome coverage
#outcomes82%
carry a quantified outcome (263 of 322)
Counted when the record's business-value field states a figure from its source. Qualitative outcomes are not counted, modelled ROI estimates are excluded, and outcome figures belong to their original sources — see the FAQ on verification.
7Publication cadence
#cadence- 1 Aug: 0; industries: none
- 2 Aug: 0; industries: none
- 3 Aug: 0; industries: none
- 4 Aug: 0; industries: none
- 5 Aug: 0; industries: none
- 6 Aug: 0; industries: none
- 7 Aug: 0; industries: none
- 8 Aug: 0; industries: none
- 9 Aug: 0; industries: none
- 10 Aug: 0; industries: none
- 11 Aug: 0; industries: none
- 12 Aug: 0; industries: none
- 13 Aug: 0; industries: none
- 14 Aug: 0; industries: none
- 15 Aug: 38; industries: Technology & Software 5, Energy 4, Manufacturing 4, Automotive 3, Financial Services 3, Telecommunications 3, Education 2, Government & Public Sector 2, Healthcare 2, Media & Entertainment 2, Retail 2, E-commerce 1, Human Resources 1, Insurance 1, Life Sciences 1, Logistics 1, Travel & Hospitality 1
- 16 Aug: 129; industries: Financial Services 18, Automotive 10, Media & Entertainment 10, Government & Public Sector 8, Healthcare 8, Manufacturing 8, Telecommunications 8, Transportation 8, Insurance 7, Retail 6, Technology & Software 6, Education 5, Logistics 4, Travel & Hospitality 4, Energy 3, Professional Services 3, Construction 2, Consumer Goods 2, Legal 2, Pharmaceuticals 2, Aerospace & Defense 1, Agriculture 1, Facilities Management 1, Human Resources 1, Life Sciences 1
- 17 Aug: 50; industries: Financial Services 8, Automotive 7, Healthcare 6, Manufacturing 6, Energy 4, Travel & Hospitality 3, Insurance 2, Logistics 2, Retail 2, Technology & Software 2, Consumer Goods 1, E-commerce 1, Education 1, Government & Public Sector 1, Legal 1, Pharmaceuticals 1, Telecommunications 1, Transportation 1
- 18 Aug: 12; industries: Energy 2, Retail 2, Automotive 1, Consumer Goods 1, Education 1, Government & Public Sector 1, Healthcare 1, Manufacturing 1, Technology & Software 1, Telecommunications 1
- 19 Aug: 16; industries: Financial Services 5, Government & Public Sector 2, Insurance 2, Retail 2, Energy 1, Healthcare 1, Manufacturing 1, Technology & Software 1, Telecommunications 1
- 20 Aug: 21; industries: Media & Entertainment 3, Education 2, Financial Services 2, Government & Public Sector 2, Retail 2, Automotive 1, Consumer Goods 1, Healthcare 1, Insurance 1, Legal 1, Logistics 1, Manufacturing 1, Professional Services 1, Technology & Software 1, Travel & Hospitality 1
- 21 Aug: 13; industries: Energy 3, Manufacturing 3, Education 2, Financial Services 1, Media & Entertainment 1, Professional Services 1, Real Estate 1, Technology & Software 1
- 22 Aug: 8; industries: Financial Services 2, Government & Public Sector 2, Automotive 1, Energy 1, Manufacturing 1, Pharmaceuticals 1
- 23 Aug: 6; industries: Financial Services 2, Agriculture 1, Automotive 1, Telecommunications 1, Transportation 1
- 24 Aug: 0; industries: none
- 25 Aug: 0; industries: none
- 26 Aug: 0; industries: none
- 27 Aug: 0; industries: none
- 28 Aug: 16; industries: Financial Services 3, Government & Public Sector 2, Manufacturing 2, Technology & Software 2, Healthcare 1, Insurance 1, Life Sciences 1, Pharmaceuticals 1, Retail 1, Transportation 1, Travel & Hospitality 1
- 29 Aug: 9; industries: Financial Services 2, Retail 2, Technology & Software 2, Construction 1, Government & Public Sector 1, Insurance 1
- 30 Aug: 4; industries: Manufacturing 1, Pharmaceuticals 1, Retail 1, Technology & Software 1
Hover, focus or tap a bar for its industry split.
The last 30 UTC days, including days with no publications. Each bar splits the recorded total by industry. Choose a calendar month to inspect every day in that month.
Counts records with a recorded publication date. 0 records carry no trustworthy recorded publication date (import-time proxies and the odd unparseable date) and are disclosed here instead of being blended in.
8Industry × function coverage
#coverageCounts are function assignments, not records — a use case serving two functions appears in two cells. 10 of 322 records carry at least one canonical business function; the other 312 have no canonical function recorded.
Research & DevelopmentHuman ResourcesManufacturing & ProductionCustomer Service & SupportIT & Software EngineeringMarketingSalesFinance & AccountingLegal & ComplianceProcurementRisk & FraudSupply Chain & LogisticsTechnology & SoftwareTechnology & Software, Research & Development: 0 assignments02Technology & Software, Manufacturing & Production: 0 assignments0Technology & Software, Customer Service & Support: 0 assignments0Technology & Software, IT & Software Engineering: 0 assignments0Technology & Software, Marketing: 0 assignments01Technology & Software, Finance & Accounting: 0 assignments0Technology & Software, Legal & Compliance: 0 assignments0Technology & Software, Procurement: 0 assignments0Technology & Software, Risk & Fraud: 0 assignments0Technology & Software, Supply Chain & Logistics: 0 assignments0Pharmaceuticals1Pharmaceuticals, Human Resources: 0 assignments01Pharmaceuticals, Customer Service & Support: 0 assignments0Pharmaceuticals, IT & Software Engineering: 0 assignments0Pharmaceuticals, Marketing: 0 assignments0Pharmaceuticals, Sales: 0 assignments0Pharmaceuticals, Finance & Accounting: 0 assignments0Pharmaceuticals, Legal & Compliance: 0 assignments0Pharmaceuticals, Procurement: 0 assignments0Pharmaceuticals, Risk & Fraud: 0 assignments0Pharmaceuticals, Supply Chain & Logistics: 0 assignments0RetailRetail, Research & Development: 0 assignments0Retail, Human Resources: 0 assignments0Retail, Manufacturing & Production: 0 assignments01Retail, IT & Software Engineering: 0 assignments01Retail, Sales: 0 assignments0Retail, Finance & Accounting: 0 assignments0Retail, Legal & Compliance: 0 assignments0Retail, Procurement: 0 assignments0Retail, Risk & Fraud: 0 assignments0Retail, Supply Chain & Logistics: 0 assignments0Construction1Construction, Human Resources: 0 assignments0Construction, Manufacturing & Production: 0 assignments0Construction, Customer Service & Support: 0 assignments0Construction, IT & Software Engineering: 0 assignments0Construction, Marketing: 0 assignments0Construction, Sales: 0 assignments0Construction, Finance & Accounting: 0 assignments0Construction, Legal & Compliance: 0 assignments0Construction, Procurement: 0 assignments0Construction, Risk & Fraud: 0 assignments0Construction, Supply Chain & Logistics: 0 assignments0Government & Public Sector1Government & Public Sector, Human Resources: 0 assignments0Government & Public Sector, Manufacturing & Production: 0 assignments0Government & Public Sector, Customer Service & Support: 0 assignments0Government & Public Sector, IT & Software Engineering: 0 assignments0Government & Public Sector, Marketing: 0 assignments0Government & Public Sector, Sales: 0 assignments0Government & Public Sector, Finance & Accounting: 0 assignments0Government & Public Sector, Legal & Compliance: 0 assignments0Government & Public Sector, Procurement: 0 assignments0Government & Public Sector, Risk & Fraud: 0 assignments0Government & Public Sector, Supply Chain & Logistics: 0 assignments0HealthcareHealthcare, Research & Development: 0 assignments0Healthcare, Human Resources: 0 assignments0Healthcare, Manufacturing & Production: 0 assignments0Healthcare, Customer Service & Support: 0 assignments01Healthcare, Marketing: 0 assignments0Healthcare, Sales: 0 assignments0Healthcare, Finance & Accounting: 0 assignments0Healthcare, Legal & Compliance: 0 assignments0Healthcare, Procurement: 0 assignments0Healthcare, Risk & Fraud: 0 assignments0Healthcare, Supply Chain & Logistics: 0 assignments0ManufacturingManufacturing, Research & Development: 0 assignments0Manufacturing, Human Resources: 0 assignments01Manufacturing, Customer Service & Support: 0 assignments0Manufacturing, IT & Software Engineering: 0 assignments0Manufacturing, Marketing: 0 assignments0Manufacturing, Sales: 0 assignments0Manufacturing, Finance & Accounting: 0 assignments0Manufacturing, Legal & Compliance: 0 assignments0Manufacturing, Procurement: 0 assignments0Manufacturing, Risk & Fraud: 0 assignments0Manufacturing, Supply Chain & Logistics: 0 assignments0Aerospace & DefenseAerospace & Defense, Research & Development: 0 assignments0Aerospace & Defense, Human Resources: 0 assignments0Aerospace & Defense, Manufacturing & Production: 0 assignments0Aerospace & Defense, Customer Service & Support: 0 assignments0Aerospace & Defense, IT & Software Engineering: 0 assignments0Aerospace & Defense, Marketing: 0 assignments0Aerospace & Defense, Sales: 0 assignments0Aerospace & Defense, Finance & Accounting: 0 assignments0Aerospace & Defense, Legal & Compliance: 0 assignments0Aerospace & Defense, Procurement: 0 assignments0Aerospace & Defense, Risk & Fraud: 0 assignments0Aerospace & Defense, Supply Chain & Logistics: 0 assignments0AgricultureAgriculture, Research & Development: 0 assignments0Agriculture, Human Resources: 0 assignments0Agriculture, Manufacturing & Production: 0 assignments0Agriculture, Customer Service & Support: 0 assignments0Agriculture, IT & Software Engineering: 0 assignments0Agriculture, Marketing: 0 assignments0Agriculture, Sales: 0 assignments0Agriculture, Finance & Accounting: 0 assignments0Agriculture, Legal & Compliance: 0 assignments0Agriculture, Procurement: 0 assignments0Agriculture, Risk & Fraud: 0 assignments0Agriculture, Supply Chain & Logistics: 0 assignments0AutomotiveAutomotive, Research & Development: 0 assignments0Automotive, Human Resources: 0 assignments0Automotive, Manufacturing & Production: 0 assignments0Automotive, Customer Service & Support: 0 assignments0Automotive, IT & Software Engineering: 0 assignments0Automotive, Marketing: 0 assignments0Automotive, Sales: 0 assignments0Automotive, Finance & Accounting: 0 assignments0Automotive, Legal & Compliance: 0 assignments0Automotive, Procurement: 0 assignments0Automotive, Risk & Fraud: 0 assignments0Automotive, Supply Chain & Logistics: 0 assignments0Consumer GoodsConsumer Goods, Research & Development: 0 assignments0Consumer Goods, Human Resources: 0 assignments0Consumer Goods, Manufacturing & Production: 0 assignments0Consumer Goods, Customer Service & Support: 0 assignments0Consumer Goods, IT & Software Engineering: 0 assignments0Consumer Goods, Marketing: 0 assignments0Consumer Goods, Sales: 0 assignments0Consumer Goods, Finance & Accounting: 0 assignments0Consumer Goods, Legal & Compliance: 0 assignments0Consumer Goods, Procurement: 0 assignments0Consumer Goods, Risk & Fraud: 0 assignments0Consumer Goods, Supply Chain & Logistics: 0 assignments0E-commerceE-commerce, Research & Development: 0 assignments0E-commerce, Human Resources: 0 assignments0E-commerce, Manufacturing & Production: 0 assignments0E-commerce, Customer Service & Support: 0 assignments0E-commerce, IT & Software Engineering: 0 assignments0E-commerce, Marketing: 0 assignments0E-commerce, Sales: 0 assignments0E-commerce, Finance & Accounting: 0 assignments0E-commerce, Legal & Compliance: 0 assignments0E-commerce, Procurement: 0 assignments0E-commerce, Risk & Fraud: 0 assignments0E-commerce, Supply Chain & Logistics: 0 assignments0EducationEducation, Research & Development: 0 assignments0Education, Human Resources: 0 assignments0Education, Manufacturing & Production: 0 assignments0Education, Customer Service & Support: 0 assignments0Education, IT & Software Engineering: 0 assignments0Education, Marketing: 0 assignments0Education, Sales: 0 assignments0Education, Finance & Accounting: 0 assignments0Education, Legal & Compliance: 0 assignments0Education, Procurement: 0 assignments0Education, Risk & Fraud: 0 assignments0Education, Supply Chain & Logistics: 0 assignments0EnergyEnergy, Research & Development: 0 assignments0Energy, Human Resources: 0 assignments0Energy, Manufacturing & Production: 0 assignments0Energy, Customer Service & Support: 0 assignments0Energy, IT & Software Engineering: 0 assignments0Energy, Marketing: 0 assignments0Energy, Sales: 0 assignments0Energy, Finance & Accounting: 0 assignments0Energy, Legal & Compliance: 0 assignments0Energy, Procurement: 0 assignments0Energy, Risk & Fraud: 0 assignments0Energy, Supply Chain & Logistics: 0 assignments0Facilities ManagementFacilities Management, Research & Development: 0 assignments0Facilities Management, Human Resources: 0 assignments0Facilities Management, Manufacturing & Production: 0 assignments0Facilities Management, Customer Service & Support: 0 assignments0Facilities Management, IT & Software Engineering: 0 assignments0Facilities Management, Marketing: 0 assignments0Facilities Management, Sales: 0 assignments0Facilities Management, Finance & Accounting: 0 assignments0Facilities Management, Legal & Compliance: 0 assignments0Facilities Management, Procurement: 0 assignments0Facilities Management, Risk & Fraud: 0 assignments0Facilities Management, Supply Chain & Logistics: 0 assignments0Financial ServicesFinancial Services, Research & Development: 0 assignments0Financial Services, Human Resources: 0 assignments0Financial Services, Manufacturing & Production: 0 assignments0Financial Services, Customer Service & Support: 0 assignments0Financial Services, IT & Software Engineering: 0 assignments0Financial Services, Marketing: 0 assignments0Financial Services, Sales: 0 assignments0Financial Services, Finance & Accounting: 0 assignments0Financial Services, Legal & Compliance: 0 assignments0Financial Services, Procurement: 0 assignments0Financial Services, Risk & Fraud: 0 assignments0Financial Services, Supply Chain & Logistics: 0 assignments0Human ResourcesHuman Resources, Research & Development: 0 assignments0Human Resources, Human Resources: 0 assignments0Human Resources, Manufacturing & Production: 0 assignments0Human Resources, Customer Service & Support: 0 assignments0Human Resources, IT & Software Engineering: 0 assignments0Human Resources, Marketing: 0 assignments0Human Resources, Sales: 0 assignments0Human Resources, Finance & Accounting: 0 assignments0Human Resources, Legal & Compliance: 0 assignments0Human Resources, Procurement: 0 assignments0Human Resources, Risk & Fraud: 0 assignments0Human Resources, Supply Chain & Logistics: 0 assignments0InsuranceInsurance, Research & Development: 0 assignments0Insurance, Human Resources: 0 assignments0Insurance, Manufacturing & Production: 0 assignments0Insurance, Customer Service & Support: 0 assignments0Insurance, IT & Software Engineering: 0 assignments0Insurance, Marketing: 0 assignments0Insurance, Sales: 0 assignments0Insurance, Finance & Accounting: 0 assignments0Insurance, Legal & Compliance: 0 assignments0Insurance, Procurement: 0 assignments0Insurance, Risk & Fraud: 0 assignments0Insurance, Supply Chain & Logistics: 0 assignments0LegalLegal, Research & Development: 0 assignments0Legal, Human Resources: 0 assignments0Legal, Manufacturing & Production: 0 assignments0Legal, Customer Service & Support: 0 assignments0Legal, IT & Software Engineering: 0 assignments0Legal, Marketing: 0 assignments0Legal, Sales: 0 assignments0Legal, Finance & Accounting: 0 assignments0Legal, Legal & Compliance: 0 assignments0Legal, Procurement: 0 assignments0Legal, Risk & Fraud: 0 assignments0Legal, Supply Chain & Logistics: 0 assignments0Life SciencesLife Sciences, Research & Development: 0 assignments0Life Sciences, Human Resources: 0 assignments0Life Sciences, Manufacturing & Production: 0 assignments0Life Sciences, Customer Service & Support: 0 assignments0Life Sciences, IT & Software Engineering: 0 assignments0Life Sciences, Marketing: 0 assignments0Life Sciences, Sales: 0 assignments0Life Sciences, Finance & Accounting: 0 assignments0Life Sciences, Legal & Compliance: 0 assignments0Life Sciences, Procurement: 0 assignments0Life Sciences, Risk & Fraud: 0 assignments0Life Sciences, Supply Chain & Logistics: 0 assignments0LogisticsLogistics, Research & Development: 0 assignments0Logistics, Human Resources: 0 assignments0Logistics, Manufacturing & Production: 0 assignments0Logistics, Customer Service & Support: 0 assignments0Logistics, IT & Software Engineering: 0 assignments0Logistics, Marketing: 0 assignments0Logistics, Sales: 0 assignments0Logistics, Finance & Accounting: 0 assignments0Logistics, Legal & Compliance: 0 assignments0Logistics, Procurement: 0 assignments0Logistics, Risk & Fraud: 0 assignments0Logistics, Supply Chain & Logistics: 0 assignments0Media & EntertainmentMedia & Entertainment, Research & Development: 0 assignments0Media & Entertainment, Human Resources: 0 assignments0Media & Entertainment, Manufacturing & Production: 0 assignments0Media & Entertainment, Customer Service & Support: 0 assignments0Media & Entertainment, IT & Software Engineering: 0 assignments0Media & Entertainment, Marketing: 0 assignments0Media & Entertainment, Sales: 0 assignments0Media & Entertainment, Finance & Accounting: 0 assignments0Media & Entertainment, Legal & Compliance: 0 assignments0Media & Entertainment, Procurement: 0 assignments0Media & Entertainment, Risk & Fraud: 0 assignments0Media & Entertainment, Supply Chain & Logistics: 0 assignments0Professional ServicesProfessional Services, Research & Development: 0 assignments0Professional Services, Human Resources: 0 assignments0Professional Services, Manufacturing & Production: 0 assignments0Professional Services, Customer Service & Support: 0 assignments0Professional Services, IT & Software Engineering: 0 assignments0Professional Services, Marketing: 0 assignments0Professional Services, Sales: 0 assignments0Professional Services, Finance & Accounting: 0 assignments0Professional Services, Legal & Compliance: 0 assignments0Professional Services, Procurement: 0 assignments0Professional Services, Risk & Fraud: 0 assignments0Professional Services, Supply Chain & Logistics: 0 assignments0Real EstateReal Estate, Research & Development: 0 assignments0Real Estate, Human Resources: 0 assignments0Real Estate, Manufacturing & Production: 0 assignments0Real Estate, Customer Service & Support: 0 assignments0Real Estate, IT & Software Engineering: 0 assignments0Real Estate, Marketing: 0 assignments0Real Estate, Sales: 0 assignments0Real Estate, Finance & Accounting: 0 assignments0Real Estate, Legal & Compliance: 0 assignments0Real Estate, Procurement: 0 assignments0Real Estate, Risk & Fraud: 0 assignments0Real Estate, Supply Chain & Logistics: 0 assignments0TelecommunicationsTelecommunications, Research & Development: 0 assignments0Telecommunications, Human Resources: 0 assignments0Telecommunications, Manufacturing & Production: 0 assignments0Telecommunications, Customer Service & Support: 0 assignments0Telecommunications, IT & Software Engineering: 0 assignments0Telecommunications, Marketing: 0 assignments0Telecommunications, Sales: 0 assignments0Telecommunications, Finance & Accounting: 0 assignments0Telecommunications, Legal & Compliance: 0 assignments0Telecommunications, Procurement: 0 assignments0Telecommunications, Risk & Fraud: 0 assignments0Telecommunications, Supply Chain & Logistics: 0 assignments0TransportationTransportation, Research & Development: 0 assignments0Transportation, Human Resources: 0 assignments0Transportation, Manufacturing & Production: 0 assignments0Transportation, Customer Service & Support: 0 assignments0Transportation, IT & Software Engineering: 0 assignments0Transportation, Marketing: 0 assignments0Transportation, Sales: 0 assignments0Transportation, Finance & Accounting: 0 assignments0Transportation, Legal & Compliance: 0 assignments0Transportation, Procurement: 0 assignments0Transportation, Risk & Fraud: 0 assignments0Transportation, Supply Chain & Logistics: 0 assignments0Travel & HospitalityTravel & Hospitality, Research & Development: 0 assignments0Travel & Hospitality, Human Resources: 0 assignments0Travel & Hospitality, Manufacturing & Production: 0 assignments0Travel & Hospitality, Customer Service & Support: 0 assignments0Travel & Hospitality, IT & Software Engineering: 0 assignments0Travel & Hospitality, Marketing: 0 assignments0Travel & Hospitality, Sales: 0 assignments0Travel & Hospitality, Finance & Accounting: 0 assignments0Travel & Hospitality, Legal & Compliance: 0 assignments0Travel & Hospitality, Procurement: 0 assignments0Travel & Hospitality, Risk & Fraud: 0 assignments0Travel & Hospitality, Supply Chain & Logistics: 0 assignments0
Every function in the registry keeps its column, so an all-zero column is a stated gap rather than a hidden one. Cells with records link to that industry and function in the catalogue; the functions with a hub page of their own are listed under use cases by business function.