AI-Magister→Knowledge map→AI2B

AI to Business · AI2BBusiness decision atlas

250+ ways to apply AI in business

Choose an industry, company size, budget, and data readiness — AI2B surfaces the best-fit cases, expected ROI, risk, time-to-value, and an implementation plan.

287cases

53industries

5maturity levels

12Start here

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AI2B · Business decision atlas

Set the business context and the catalog ranks relevant cases by priority score. Settings stay in the URL, so the shortlist can be shared with a colleague.

AI2B · L2

ROI 5/5 · 3–8 weeks

AI2B · L2

ROI 4/5 · 2–4 weeks

AI2B · L2

ROI 4/5 · 2–6 weeks

AI2B · L2

ROI 4/5 · 2–5 weeks

AI2B · L2

ROI 4/5 · 4–8 weeks

AI2B · L2

ROI 4/5 · 3–8 weeks

AI2B · L2

ROI 4/5 · 3–8 weeks

AI2B · L2

ROI 4/5 · 2–5 weeks

AI maturity ladder

Found 287 of 287

Level 1

Personal AI productivity

5 cases

Priority 62ROI 3/5Medium

AI2B · L1

1–3 days

All industriesManagementSalesOperations

Budget< $1k

RiskLow

ComplexityLow

DataLimited structured data

Priority 62ROI 3/5Medium

AI2B · L1

1–3 days

All industriesLegalFinanceManagementAnalytics

Budget< $1k

RiskLow

ComplexityLow

DataLimited structured data

Priority 62ROI 3/5Medium

AI2B · L1

1–3 days

All industriesMarketing

Budget< $1k

RiskLow

ComplexityLow

DataLimited structured data

Priority 62ROI 3/5Medium

AI2B · L1

1–5 days

All industriesFinanceAnalyticsManagement

Budget< $1k

RiskLow

ComplexityLow

DataLimited structured data

Priority 47ROI 2/5Low

AI2B · L1

1 day

All industriesManagementSalesHRLegal

Budget< $1k

RiskLow

ComplexityLow

DataLimited structured data

Level 2

Repetitive workflow automation

97 cases

Priority 84ROI 5/5High

AI2B · L2

3–8 weeks

All industriesAnalyticsManagementFinanceOperations

Budget$10k–50k

RiskMedium

ComplexityMedium

DataMature data platform

Priority 76ROI 4/5High

AI2B · L2

2–4 weeks

All industriesSalesMarketing

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

2–6 weeks

All industriesFinanceOperations

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

2–5 weeks

All industriesSales

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

4–8 weeks

E-commerceAnalyticsOperationsSupply chain

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

LogisticsOperationsSupply chainFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Real estateSalesMarketing

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

2–5 weeks

All industriesSalesMarketing

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

2–4 weeks

All industriesSalesMarketing

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

All industriesMedia & PublishingMarketingCustomer supportAnalytics

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–6 weeks

All industriesSaaSE-commerceTelecomCustomer support

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

All industriesHRITOperations

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

2–5 weeks

All industriesSaaSITSecurity

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Media & PublishingOperationsMarketingProduct

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

4–8 weeks

HoReCa / HospitalityFood & BeverageFinanceOperationsAnalytics

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Real estateOperationsLegal

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

ConstructionFinanceOperationsLegal

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Professional servicesLegal servicesAnalyticsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

CybersecurityOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

TravelOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

AirlinesOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

MaritimeOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

MiningOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

ChemicalsOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Consumer goodsOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

FashionOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

BeautyOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

SportsOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

EntertainmentOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

GamingOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Advertising agenciesOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

AccountingOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

ConsultingOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Recruiting agenciesOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

GovernmentOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

NonprofitOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Public utilitiesOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Waste managementOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Facility managementOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Home servicesOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Car dealersOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Auto repairOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

DentistryOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

VeterinaryOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

LaboratoriesOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Elder careOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Child careOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Fitness & wellnessOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Event managementOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

3–8 weeks

Printing & packagingOperationsFinance

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 76ROI 4/5High

AI2B · L2

4–8 weeks

All industriesSalesLegalOperationsMarketing

Budget$10k–50k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

CybersecurityOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

TravelOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

AirlinesOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

MaritimeOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

MiningOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

ChemicalsOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Consumer goodsOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

FashionOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

BeautyOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

SportsOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

EntertainmentOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

GamingOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Advertising agenciesOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

AccountingOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

ConsultingOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Recruiting agenciesOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

GovernmentOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

NonprofitOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Public utilitiesOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Waste managementOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Facility managementOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Home servicesOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Car dealersOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Auto repairOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

DentistryOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

VeterinaryOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

LaboratoriesOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Elder careOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Child careOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Fitness & wellnessOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Event managementOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 62ROI 4/5Medium

AI2B · L2

2–6 weeks

Printing & packagingOperationsManagement

Budget$1k–10k

RiskMedium

ComplexityMedium

DataBasic digital data

Priority 53ROI 3/5Medium

AI2B · L2

1–3 weeks

All industriesCustomer supportOperations

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

2–4 weeks

All industriesHR

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 53ROI 4/5High

AI2B · L2

2–5 months

HealthcareOperations

Budget$10k–50k

RiskCritical

ComplexityHigh

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

2–6 weeks

All industriesMarketingAnalytics

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

2–5 weeks

All industriesE-commerceSaaSMedia & PublishingMarketingAnalytics

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

3–8 weeks

All industriesFinanceOperations

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

3–6 weeks

All industriesLegal servicesLegalOperations

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

2–4 weeks

All industriesSaaSIT

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

3–8 weeks

Media & PublishingMarketingProductOperations

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

3–8 weeks

EducationProductAnalytics

Budget$1k–10k

RiskLow

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

2–5 weeks

All industriesManagementFinanceAnalytics

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

3–6 weeks

All industriesSaaSManagementMarketingProduct

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 53ROI 3/5Medium

AI2B · L2

2–5 weeks

Professional servicesLegal servicesOperationsAnalytics

Budget$1k–10k

RiskMedium

ComplexityMedium

DataLimited structured data

Priority 49ROI 3/5Medium

AI2B · L2

3–8 weeks

EducationOperationsCustomer support

Budget$1k–10k

RiskHigh

ComplexityMedium

DataLimited structured data

Level 3

AI-driven business processes

126 cases

Priority 76ROI 5/5High

AI2B · L3

2–5 months

E-commerceRetailProductMarketingSales

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 76ROI 5/5High

AI2B · L3

2–6 months

HoReCa / HospitalityFinanceSalesAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 76ROI 5/5High

AI2B · L3

3–7 months

TelecomMarketingSalesAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 76ROI 5/5High

AI2B · L3

2–5 months

All industriesManufacturingConstructionFinanceOperationsSupply chainAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 76ROI 5/5High

AI2B · L3

2–5 months

SaaSProductCustomer supportSales

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 76ROI 5/5High

AI2B · L3

2–5 months

SaaSSalesCustomer supportAnalyticsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 76ROI 5/5High

AI2B · L3

2–6 months

Food & BeverageRetailHoReCa / HospitalitySupply chainOperationsAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 71ROI 5/5High

AI2B · L3

3–8 months

ManufacturingOperationsAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 71ROI 5/5High

AI2B · L3

2–5 months

Finance & BankingTelecomEnergy & UtilitiesSaaSFinanceAnalyticsCustomer support

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–6 months

ManufacturingOperationsAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

1–3 months

All industriesSalesAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–4 months

All industriesE-commerceRetailSaaSMarketingAnalyticsProduct

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–4 months

All industriesSaaSE-commerceProductMarketingCustomer supportAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–5 months

ManufacturingRetailLogisticsAutomotiveSupply chainOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–5 months

LogisticsRetailE-commerceOperationsSupply chainAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–4 months

SaaSE-commerceAll industriesProductAnalyticsCustomer support

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

3–8 months

AutomotiveOperationsAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–5 months

AutomotiveOperationsAnalyticsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 4/5High

AI2B · L3

2–5 months

Media & PublishingProductMarketingAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

CybersecurityCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

TravelCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

AirlinesCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

MaritimeCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

MiningCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

ChemicalsCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Consumer goodsCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

FashionCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

BeautyCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

SportsCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

EntertainmentCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

GamingCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Advertising agenciesCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

AccountingCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

ConsultingCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Recruiting agenciesCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

GovernmentCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

NonprofitCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Public utilitiesCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Waste managementCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Facility managementCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Home servicesCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Car dealersCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Auto repairCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

DentistryCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

VeterinaryCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

LaboratoriesCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Elder careCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Child careCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Fitness & wellnessCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Event managementCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

Printing & packagingCustomer supportOperationsSales

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 67ROI 5/5High

AI2B · L3

2–5 months

All industriesOperationsFinanceLegalSupply chain

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 67ROI 5/5High

AI2B · L3

2–4 months

All industriesITOperationsSecurity

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 67ROI 5/5High

AI2B · L3

2–5 months

All industriesManufacturingRetailLogisticsOperationsSalesCustomer supportSupply chain

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 67ROI 5/5High

AI2B · L3

2–5 months

All industriesFinance & BankingSaaSTelecomFinanceOperationsCustomer support

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 67ROI 5/5High

AI2B · L3

2–5 months

All industriesLegal servicesFinance & BankingInsuranceLegalSalesOperationsFinance

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 67ROI 5/5High

AI2B · L3

2–5 months

All industriesSaaSTelecomSalesFinanceLegalOperations

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 67ROI 5/5High

AI2B · L3

2–5 months

All industriesSaaSTelecomSalesCustomer supportOperationsAnalytics

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

1–3 months

All industriesOperationsHRLegalIT

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–4 months

All industriesCustomer supportOperations

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

1–3 months

All industriesLegalOperations

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–6 months

All industriesSupply chainFinanceAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–4 months

All industriesFinanceAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

RetailOperationsSupply chain

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

3–8 months

ConstructionOperationsAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 5/5High

AI2B · L3

3–8 months

Energy & UtilitiesOperationsSecurity

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

3–8 months

AgricultureOperationsAnalytics

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

3–8 months

AgricultureAnalyticsFinanceOperations

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

1–3 months

All industriesTelecomFinance & BankingCustomer supportAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

All industriesConstructionHoReCa / HospitalityFinanceAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

RetailHoReCa / HospitalityHealthcareLogisticsHROperationsAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

All industriesHRAnalyticsManagement

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

1–3 months

All industriesSaaSTelecomITSecurityOperations

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 5/5High

AI2B · L3

3–8 months

Food & BeverageManufacturingOperationsSecurity

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

TelecomOperationsIT

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Energy & UtilitiesCustomer supportOperations

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

1–3 months

All industriesManagementAnalyticsFinance

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 62ROI 4/5High

AI2B · L3

2–5 months

CybersecurityAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

TravelAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

AirlinesAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

MaritimeAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

MiningAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

ChemicalsAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Consumer goodsAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

FashionAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

BeautyAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

SportsAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

EntertainmentAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

GamingAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Advertising agenciesAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

AccountingAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

ConsultingAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Recruiting agenciesAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

GovernmentAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

NonprofitAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Public utilitiesAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Waste managementAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Facility managementAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Home servicesAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Car dealersAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Auto repairAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

DentistryAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

VeterinaryAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

LaboratoriesAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Elder careAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Child careAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Fitness & wellnessAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Event managementAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 4/5High

AI2B · L3

2–5 months

Printing & packagingAnalyticsOperationsFinance

Budget$10k–50k

RiskMedium

ComplexityHigh

DataMature data platform

Priority 62ROI 5/5High

AI2B · L3

2–5 months

All industriesFinance & BankingInsuranceHealthcareTelecomSecurityITOperations

Budget$50k–250k

RiskCritical

ComplexityHigh

DataMature data platform

Priority 62ROI 5/5High

AI2B · L3

2–5 months

All industriesHRITOperationsSecurity

Budget$50k–250k

RiskCritical

ComplexityHigh

DataMature data platform

Priority 62ROI 5/5High

AI2B · L3

2–5 months

All industriesFinance & BankingRetailManufacturingFinanceOperationsSecurity

Budget$50k–250k

RiskCritical

ComplexityHigh

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L3

4–9 months

All industriesFinance & BankingFinanceOperationsAnalytics

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 58ROI 4/5High

AI2B · L3

2–5 months

InsuranceOperationsFinanceCustomer support

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 58ROI 4/5High

AI2B · L3

3–7 months

HealthcareOperationsAnalyticsHR

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 58ROI 4/5High

AI2B · L3

2–5 months

PharmaAnalyticsProduct

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 58ROI 4/5High

AI2B · L3

2–6 months

EducationProductAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 58ROI 4/5High

AI2B · L3

3–8 months

AgricultureOperationsAnalytics

Budget$10k–50k

RiskHigh

ComplexityHigh

DataBasic digital data

Priority 58ROI 4/5High

AI2B · L3

2–5 months

All industriesTelecomFinance & BankingManufacturingITOperationsFinanceSupply chain

Budget$50k–250k

RiskHigh

ComplexityHigh

DataMature data platform

Priority 53ROI 4/5High

AI2B · L3

2–5 months

Legal servicesLegal

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 53ROI 4/5High

AI2B · L3

2–5 months

Finance & BankingInsuranceHealthcarePharmaAll industriesLegalSecurityOperations

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 53ROI 4/5High

AI2B · L3

2–5 months

All industriesSecurityIT

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 53ROI 4/5High

AI2B · L3

3–8 months

ConstructionSecurityOperations

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 53ROI 4/5High

AI2B · L3

1–3 months

All industriesProfessional servicesManagementFinanceLegal

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Priority 44ROI 3/5Medium

AI2B · L3

2–4 months

SaaSProductAnalyticsMarketing

Budget$10k–50k

RiskMedium

ComplexityHigh

DataBasic digital data

Priority 31ROI 3/5Medium

AI2B · L3

2–5 months

All industriesHRAnalytics

Budget$10k–50k

RiskCritical

ComplexityHigh

DataBasic digital data

Level 4

AI as part of the operating model

54 cases

Priority 69ROI 5/5Transformational

AI2B · L4

3–7 months

All industriesFinance & BankingProfessional servicesFinanceOperationsCustomer support

Budget$50k–250k

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–9 months

All industriesOperationsSalesFinanceCustomer support

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–12 months

All industriesITOperationsManagementHRLegal

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–9 months

All industriesSalesMarketingAnalyticsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–12 months

All industriesFinanceSalesAnalyticsProduct

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–9 months

RetailMarketingAnalyticsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–10 months

LogisticsOperationsSupply chainAnalytics

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

5–12 months

TelecomITOperationsAnalytics

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–9 months

RetailE-commerceManufacturingSupply chainOperationsAnalytics

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

CybersecurityManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

TravelManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

AirlinesManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

MaritimeManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

MiningManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

ChemicalsManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Consumer goodsManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

FashionManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

BeautyManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

SportsManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

EntertainmentManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

GamingManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Advertising agenciesManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

AccountingManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

ConsultingManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Recruiting agenciesManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

GovernmentManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

NonprofitManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Public utilitiesManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Waste managementManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Facility managementManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Home servicesManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Car dealersManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Auto repairManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

DentistryManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

VeterinaryManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

LaboratoriesManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Elder careManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Child careManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Fitness & wellnessManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Event managementManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

6–18 months

Printing & packagingManagementAnalyticsOperationsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–9 months

ManufacturingRetailLogisticsAutomotiveSupply chainOperationsAnalyticsFinance

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 64ROI 5/5Transformational

AI2B · L4

4–9 months

All industriesFinance & BankingFinanceAnalyticsManagementOperations

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L4

6–15 months

Finance & BankingSecurityFinanceAnalytics

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L4

4–10 months

Energy & UtilitiesOperationsAnalyticsFinance

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L4

4–9 months

All industriesFinance & BankingInsuranceRetailManufacturingFinanceAnalyticsManagement

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L4

4–9 months

Finance & BankingInsuranceProfessional servicesOperationsFinanceLegalSecurity

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L4

4–9 months

ManufacturingPublic utilitiesAutomotiveMiningChemicalsOperationsSupply chainAnalytics

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L4

4–9 months

All industriesManufacturingConsumer goodsOperationsSupply chainSalesCustomer support

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 58ROI 5/5High

AI2B · L4

4–9 months

All industriesPublic utilitiesFacility managementHome servicesTelecomOperationsCustomer support

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 53ROI 5/5High

AI2B · L4

6–12 months

Finance & BankingFinanceAnalyticsOperations

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 53ROI 4/5High

AI2B · L4

3–8 months

All industriesFinance & BankingManufacturingOperationsAnalyticsFinanceLegal

Budget$50k–250k

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 49ROI 4/5High

AI2B · L4

3–9 months

All industriesITSecurityLegalManagement

Budget$250k+

RiskHigh

ComplexityEnterprise

DataMature data platform

Priority 44ROI 4/5High

AI2B · L4

4–9 months

InsuranceOperationsFinanceLegalAnalytics

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Level 5

AI-native business

5 cases

Priority 60ROI 5/5Transformational

AI2B · L5

9–24 months

All industriesSalesMarketingCustomer supportOperations

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L5

12–24 months

All industriesFinanceHROperationsLegal

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L5

12–36 months

All industriesProductITManagement

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L5

18–36 months

All industriesManagementFinanceOperationsAnalyticsSupply chain

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform

Priority 60ROI 5/5Transformational

AI2B · L5

18–48 months

All industriesManagementProductFinanceOperations

Budget$250k+

RiskCritical

ComplexityEnterprise

DataMature data platform