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
#corpus521
published use cases
521
linking a public source
521
pipeline-verified
0
not pipeline-verified
Pipeline-verified521
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 Services80
Technology & Software53
Manufacturing46
Retail44
Healthcare38
Energy30
Media & Entertainment30
Government & Public Sector29
21 more industries account for 171 records.
3By AI capability
#capabilityGenerative AI211
Conversational AI122
Predictive Analytics117
Agentic AI109
Machine Learning69
Document Intelligence55
Computer Vision48
Large Language Models45
10 more capabilities account for 251 capability assignments.
4By country
#geography263
records with a stated country
258
country not stated by source
21
country hubs (3+ records)
36 more countries account for 89 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 Cloud317
Unknown145
On-Premise31
Hybrid28
Derived from each record's deployment options; hybrid is the most specific claim. "Unknown" means the source did not state one.
6Outcome coverage
#outcomes76%
carry a quantified outcome (396 of 521)
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- 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: 8; industries: Retail 2, Technology & Software 2, Legal 1, Manufacturing 1, Pharmaceuticals 1, Telecommunications 1
- 31 Aug: 3; industries: Automotive 1, Financial Services 1, Media & Entertainment 1
- 1 Sept: 2; industries: Healthcare 1, Manufacturing 1
- 2 Sept: 4; industries: Cybersecurity 1, Financial Services 1, Technology & Software 1, Telecommunications 1
- 3 Sept: 2; industries: Insurance 1, Pharmaceuticals 1
- 4 Sept: 11; industries: Financial Services 2, Retail 2, Technology & Software 2, Travel & Hospitality 2, Education 1, Healthcare 1, Media & Entertainment 1
- 5 Sept: 31; industries: Financial Services 8, Technology & Software 5, Healthcare 4, Manufacturing 4, Retail 3, Energy 2, Media & Entertainment 2, Cybersecurity 1, Telecommunications 1, Travel & Hospitality 1
- 6 Sept: 15; industries: Financial Services 4, Travel & Hospitality 3, Energy 2, Manufacturing 2, Government & Public Sector 1, Media & Entertainment 1, Retail 1, Technology & Software 1
- 7 Sept: 37; industries: Healthcare 6, Technology & Software 6, Financial Services 5, Retail 5, Media & Entertainment 4, Energy 3, Government & Public Sector 3, Cybersecurity 1, Life Sciences 1, Manufacturing 1, Marketing 1, Telecommunications 1
- 8 Sept: 30; industries: Financial Services 5, Manufacturing 5, Retail 5, Technology & Software 4, Energy 2, Media & Entertainment 2, Travel & Hospitality 2, Education 1, Government & Public Sector 1, Healthcare 1, Telecommunications 1, Transportation 1
- 9 Sept: 23; industries: Technology & Software 5, Financial Services 3, Energy 2, Government & Public Sector 2, Manufacturing 2, Professional Services 2, Retail 2, Travel & Hospitality 2, Automotive 1, Media & Entertainment 1, Telecommunications 1
- 10 Sept: 0; industries: none
- 11 Sept: 37; industries: Technology & Software 6, Financial Services 5, Healthcare 5, Retail 5, Manufacturing 3, Media & Entertainment 2, Aerospace & Defense 1, Agriculture 1, Automotive 1, Consumer Goods 1, Cybersecurity 1, E-commerce 1, Education 1, Energy 1, Government & Public Sector 1, Marketing 1, Transportation 1
- 12 Sept: 0; industries: none
- 13 Sept: 0; industries: none
- 14 Sept: 0; industries: none
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. 87 of 521 records carry at least one canonical business function; the other 434 have no canonical function recorded.
Finance & AccountingMarketingCustomer Service & SupportHuman ResourcesSupply Chain & LogisticsManufacturing & ProductionRisk & FraudLegal & ComplianceResearch & DevelopmentSalesProcurementIT & Software EngineeringFinancial Services5363Financial Services, Supply Chain & Logistics: 0 assignments0Financial Services, Manufacturing & Production: 0 assignments051Financial Services, Research & Development: 0 assignments01Financial Services, Procurement: 0 assignments0Financial Services, IT & Software Engineering: 0 assignments0Manufacturing412Manufacturing, Human Resources: 0 assignments054Manufacturing, Risk & Fraud: 0 assignments01Manufacturing, Research & Development: 0 assignments011Manufacturing, IT & Software Engineering: 0 assignments0Technology & SoftwareTechnology & Software, Finance & Accounting: 0 assignments01222212Technology & Software, Research & Development: 0 assignments02Technology & Software, Procurement: 0 assignments0Technology & Software, IT & Software Engineering: 0 assignments0Retail16111Retail, Manufacturing & Production: 0 assignments0Retail, Risk & Fraud: 0 assignments01Retail, Research & Development: 0 assignments01Retail, Procurement: 0 assignments0Retail, IT & Software Engineering: 0 assignments0Media & Entertainment24Media & Entertainment, Customer Service & Support: 0 assignments011Media & Entertainment, Manufacturing & Production: 0 assignments0Media & Entertainment, Risk & Fraud: 0 assignments0Media & Entertainment, Legal & Compliance: 0 assignments0Media & Entertainment, Research & Development: 0 assignments0Media & Entertainment, Sales: 0 assignments01Media & Entertainment, IT & Software Engineering: 0 assignments0Healthcare2Healthcare, Marketing: 0 assignments0Healthcare, Customer Service & Support: 0 assignments01Healthcare, Supply Chain & Logistics: 0 assignments0Healthcare, Manufacturing & Production: 0 assignments0Healthcare, Risk & Fraud: 0 assignments0Healthcare, Legal & Compliance: 0 assignments01Healthcare, Sales: 0 assignments0Healthcare, Procurement: 0 assignments01Travel & Hospitality2111Travel & Hospitality, Supply Chain & Logistics: 0 assignments0Travel & Hospitality, Manufacturing & Production: 0 assignments0Travel & Hospitality, Risk & Fraud: 0 assignments0Travel & Hospitality, Legal & Compliance: 0 assignments0Travel & Hospitality, Research & Development: 0 assignments0Travel & Hospitality, Sales: 0 assignments0Travel & Hospitality, Procurement: 0 assignments0Travel & Hospitality, IT & Software Engineering: 0 assignments0Education1Education, Marketing: 0 assignments012Education, Supply Chain & Logistics: 0 assignments0Education, Manufacturing & Production: 0 assignments0Education, Risk & Fraud: 0 assignments0Education, Legal & Compliance: 0 assignments0Education, Research & Development: 0 assignments0Education, Sales: 0 assignments0Education, Procurement: 0 assignments0Education, IT & Software Engineering: 0 assignments0EnergyEnergy, Finance & Accounting: 0 assignments011Energy, Human Resources: 0 assignments01Energy, Manufacturing & Production: 0 assignments0Energy, Risk & Fraud: 0 assignments0Energy, Legal & Compliance: 0 assignments0Energy, Research & Development: 0 assignments0Energy, Sales: 0 assignments01Energy, IT & Software Engineering: 0 assignments0Government & Public Sector1Government & Public Sector, Marketing: 0 assignments0Government & Public Sector, Customer Service & Support: 0 assignments01Government & Public Sector, Supply Chain & Logistics: 0 assignments0Government & Public Sector, Manufacturing & Production: 0 assignments0Government & Public Sector, Risk & Fraud: 0 assignments0Government & Public Sector, Legal & Compliance: 0 assignments01Government & Public Sector, Sales: 0 assignments01Government & Public Sector, IT & Software Engineering: 0 assignments0AutomotiveAutomotive, Finance & Accounting: 0 assignments01Automotive, Customer Service & Support: 0 assignments0Automotive, Human Resources: 0 assignments011Automotive, Risk & Fraud: 0 assignments0Automotive, Legal & Compliance: 0 assignments0Automotive, Research & Development: 0 assignments0Automotive, Sales: 0 assignments0Automotive, Procurement: 0 assignments0Automotive, IT & Software Engineering: 0 assignments0PharmaceuticalsPharmaceuticals, Finance & Accounting: 0 assignments0Pharmaceuticals, Marketing: 0 assignments0Pharmaceuticals, Customer Service & Support: 0 assignments0Pharmaceuticals, Human Resources: 0 assignments0Pharmaceuticals, Supply Chain & Logistics: 0 assignments01Pharmaceuticals, Risk & Fraud: 0 assignments0Pharmaceuticals, Legal & Compliance: 0 assignments01Pharmaceuticals, Sales: 0 assignments0Pharmaceuticals, Procurement: 0 assignments0Pharmaceuticals, IT & Software Engineering: 0 assignments0Professional Services11Professional Services, Customer Service & Support: 0 assignments0Professional Services, Human Resources: 0 assignments0Professional Services, Supply Chain & Logistics: 0 assignments0Professional Services, Manufacturing & Production: 0 assignments0Professional Services, Risk & Fraud: 0 assignments0Professional Services, Legal & Compliance: 0 assignments0Professional Services, Research & Development: 0 assignments0Professional Services, Sales: 0 assignments0Professional Services, Procurement: 0 assignments0Professional Services, IT & Software Engineering: 0 assignments0TelecommunicationsTelecommunications, Finance & Accounting: 0 assignments0Telecommunications, Marketing: 0 assignments011Telecommunications, Supply Chain & Logistics: 0 assignments0Telecommunications, Manufacturing & Production: 0 assignments0Telecommunications, Risk & Fraud: 0 assignments0Telecommunications, Legal & Compliance: 0 assignments0Telecommunications, Research & Development: 0 assignments0Telecommunications, Sales: 0 assignments0Telecommunications, Procurement: 0 assignments0Telecommunications, IT & Software Engineering: 0 assignments0ConstructionConstruction, Finance & Accounting: 0 assignments0Construction, Marketing: 0 assignments0Construction, Customer Service & Support: 0 assignments0Construction, Human Resources: 0 assignments0Construction, Supply Chain & Logistics: 0 assignments0Construction, Manufacturing & Production: 0 assignments0Construction, Risk & Fraud: 0 assignments0Construction, Legal & Compliance: 0 assignments01Construction, Sales: 0 assignments0Construction, Procurement: 0 assignments0Construction, IT & Software Engineering: 0 assignments0CybersecurityCybersecurity, Finance & Accounting: 0 assignments0Cybersecurity, Marketing: 0 assignments0Cybersecurity, Customer Service & Support: 0 assignments0Cybersecurity, Human Resources: 0 assignments0Cybersecurity, Supply Chain & Logistics: 0 assignments0Cybersecurity, Manufacturing & Production: 0 assignments01Cybersecurity, Legal & Compliance: 0 assignments0Cybersecurity, Research & Development: 0 assignments0Cybersecurity, Sales: 0 assignments0Cybersecurity, Procurement: 0 assignments0Cybersecurity, IT & Software Engineering: 0 assignments0Life SciencesLife Sciences, Finance & Accounting: 0 assignments0Life Sciences, Marketing: 0 assignments0Life Sciences, Customer Service & Support: 0 assignments0Life Sciences, Human Resources: 0 assignments0Life Sciences, Supply Chain & Logistics: 0 assignments0Life Sciences, Manufacturing & Production: 0 assignments0Life Sciences, Risk & Fraud: 0 assignments0Life Sciences, Legal & Compliance: 0 assignments01Life Sciences, Sales: 0 assignments0Life Sciences, Procurement: 0 assignments0Life Sciences, IT & Software Engineering: 0 assignments0MarketingMarketing, Finance & Accounting: 0 assignments01Marketing, Customer Service & Support: 0 assignments0Marketing, Human Resources: 0 assignments0Marketing, Supply Chain & Logistics: 0 assignments0Marketing, Manufacturing & Production: 0 assignments0Marketing, Risk & Fraud: 0 assignments0Marketing, Legal & Compliance: 0 assignments0Marketing, Research & Development: 0 assignments0Marketing, Sales: 0 assignments0Marketing, Procurement: 0 assignments0Marketing, IT & Software Engineering: 0 assignments0Transportation1Transportation, Marketing: 0 assignments0Transportation, Customer Service & Support: 0 assignments0Transportation, Human Resources: 0 assignments0Transportation, Supply Chain & Logistics: 0 assignments0Transportation, Manufacturing & Production: 0 assignments0Transportation, Risk & Fraud: 0 assignments0Transportation, Legal & Compliance: 0 assignments0Transportation, Research & Development: 0 assignments0Transportation, Sales: 0 assignments0Transportation, Procurement: 0 assignments0Transportation, IT & Software Engineering: 0 assignments0Aerospace & DefenseAerospace & Defense, Finance & Accounting: 0 assignments0Aerospace & Defense, Marketing: 0 assignments0Aerospace & Defense, Customer Service & Support: 0 assignments0Aerospace & Defense, Human Resources: 0 assignments0Aerospace & Defense, Supply Chain & Logistics: 0 assignments0Aerospace & Defense, Manufacturing & Production: 0 assignments0Aerospace & Defense, Risk & Fraud: 0 assignments0Aerospace & Defense, Legal & Compliance: 0 assignments0Aerospace & Defense, Research & Development: 0 assignments0Aerospace & Defense, Sales: 0 assignments0Aerospace & Defense, Procurement: 0 assignments0Aerospace & Defense, IT & Software Engineering: 0 assignments0AgricultureAgriculture, Finance & Accounting: 0 assignments0Agriculture, Marketing: 0 assignments0Agriculture, Customer Service & Support: 0 assignments0Agriculture, Human Resources: 0 assignments0Agriculture, Supply Chain & Logistics: 0 assignments0Agriculture, Manufacturing & Production: 0 assignments0Agriculture, Risk & Fraud: 0 assignments0Agriculture, Legal & Compliance: 0 assignments0Agriculture, Research & Development: 0 assignments0Agriculture, Sales: 0 assignments0Agriculture, Procurement: 0 assignments0Agriculture, IT & Software Engineering: 0 assignments0Consumer GoodsConsumer Goods, Finance & Accounting: 0 assignments0Consumer Goods, Marketing: 0 assignments0Consumer Goods, Customer Service & Support: 0 assignments0Consumer Goods, Human Resources: 0 assignments0Consumer Goods, Supply Chain & Logistics: 0 assignments0Consumer Goods, Manufacturing & Production: 0 assignments0Consumer Goods, Risk & Fraud: 0 assignments0Consumer Goods, Legal & Compliance: 0 assignments0Consumer Goods, Research & Development: 0 assignments0Consumer Goods, Sales: 0 assignments0Consumer Goods, Procurement: 0 assignments0Consumer Goods, IT & Software Engineering: 0 assignments0E-commerceE-commerce, Finance & Accounting: 0 assignments0E-commerce, Marketing: 0 assignments0E-commerce, Customer Service & Support: 0 assignments0E-commerce, Human Resources: 0 assignments0E-commerce, Supply Chain & Logistics: 0 assignments0E-commerce, Manufacturing & Production: 0 assignments0E-commerce, Risk & Fraud: 0 assignments0E-commerce, Legal & Compliance: 0 assignments0E-commerce, Research & Development: 0 assignments0E-commerce, Sales: 0 assignments0E-commerce, Procurement: 0 assignments0E-commerce, IT & Software Engineering: 0 assignments0Facilities ManagementFacilities Management, Finance & Accounting: 0 assignments0Facilities Management, Marketing: 0 assignments0Facilities Management, Customer Service & Support: 0 assignments0Facilities Management, Human Resources: 0 assignments0Facilities Management, Supply Chain & Logistics: 0 assignments0Facilities Management, Manufacturing & Production: 0 assignments0Facilities Management, Risk & Fraud: 0 assignments0Facilities Management, Legal & Compliance: 0 assignments0Facilities Management, Research & Development: 0 assignments0Facilities Management, Sales: 0 assignments0Facilities Management, Procurement: 0 assignments0Facilities Management, IT & Software Engineering: 0 assignments0Human ResourcesHuman Resources, Finance & Accounting: 0 assignments0Human Resources, Marketing: 0 assignments0Human Resources, Customer Service & Support: 0 assignments0Human Resources, Human Resources: 0 assignments0Human Resources, Supply Chain & Logistics: 0 assignments0Human Resources, Manufacturing & Production: 0 assignments0Human Resources, Risk & Fraud: 0 assignments0Human Resources, Legal & Compliance: 0 assignments0Human Resources, Research & Development: 0 assignments0Human Resources, Sales: 0 assignments0Human Resources, Procurement: 0 assignments0Human Resources, IT & Software Engineering: 0 assignments0InsuranceInsurance, Finance & Accounting: 0 assignments0Insurance, Marketing: 0 assignments0Insurance, Customer Service & Support: 0 assignments0Insurance, Human Resources: 0 assignments0Insurance, Supply Chain & Logistics: 0 assignments0Insurance, Manufacturing & Production: 0 assignments0Insurance, Risk & Fraud: 0 assignments0Insurance, Legal & Compliance: 0 assignments0Insurance, Research & Development: 0 assignments0Insurance, Sales: 0 assignments0Insurance, Procurement: 0 assignments0Insurance, IT & Software Engineering: 0 assignments0LegalLegal, Finance & Accounting: 0 assignments0Legal, Marketing: 0 assignments0Legal, Customer Service & Support: 0 assignments0Legal, Human Resources: 0 assignments0Legal, Supply Chain & Logistics: 0 assignments0Legal, Manufacturing & Production: 0 assignments0Legal, Risk & Fraud: 0 assignments0Legal, Legal & Compliance: 0 assignments0Legal, Research & Development: 0 assignments0Legal, Sales: 0 assignments0Legal, Procurement: 0 assignments0Legal, IT & Software Engineering: 0 assignments0LogisticsLogistics, Finance & Accounting: 0 assignments0Logistics, Marketing: 0 assignments0Logistics, Customer Service & Support: 0 assignments0Logistics, Human Resources: 0 assignments0Logistics, Supply Chain & Logistics: 0 assignments0Logistics, Manufacturing & Production: 0 assignments0Logistics, Risk & Fraud: 0 assignments0Logistics, Legal & Compliance: 0 assignments0Logistics, Research & Development: 0 assignments0Logistics, Sales: 0 assignments0Logistics, Procurement: 0 assignments0Logistics, IT & Software Engineering: 0 assignments0Real EstateReal Estate, Finance & Accounting: 0 assignments0Real Estate, Marketing: 0 assignments0Real Estate, Customer Service & Support: 0 assignments0Real Estate, Human Resources: 0 assignments0Real Estate, Supply Chain & Logistics: 0 assignments0Real Estate, Manufacturing & Production: 0 assignments0Real Estate, Risk & Fraud: 0 assignments0Real Estate, Legal & Compliance: 0 assignments0Real Estate, Research & Development: 0 assignments0Real Estate, Sales: 0 assignments0Real Estate, Procurement: 0 assignments0Real Estate, IT & Software Engineering: 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.