From problem to savings, costed and verifiable.
Each scenario shows the cost of the problem, what we built, the share of AI and of common sense, and the payback. Adjust the assumptions to your company.
Scenario types, built from real missions and anonymized.
Strategy & Value CreationRetail, luxury & watchmaking
Arbitrating 14 Projects in a Family-Owned Distribution Group
≈ CHF 153,000
year · Payback 4 months
Strategy & Value CreationHealthcare, medtech & life sciences
Keeping a Swiss medtech's US export on schedule
≈ CHF 137,000
year · Payback 6 months
Finance & PerformanceIndustry & manufacturing
Monthly Reporting for an Industrial SME, Without Manual Consolidation
≈ CHF 41,000
year · Payback 10 months
Finance & PerformanceReal estate & construction
A Reliable Cash Forecast for a Developer-Builder
≈ CHF 42,000
year · Payback 9 months
Operations & ProcessesEnergy, utilities & resources
Field Planning: Fewer Kilometres, More Interventions Completed
≈ CHF 149,000
year · Payback 4 months
Operations & ProcessesProfessional services
Fiduciary firm: making 18,000 invoices a year run smoothly
≈ CHF 151,000
year · Payback 2 months
Growth & Commercial PerformanceIndustry & manufacturing
Giving Sales Their Fridays Back Without Losing CRM Data
≈ CHF 131,000
year · Payback 4 months
Growth & Commercial PerformanceHospitality and tourism
Event requests: reply faster, lose fewer deals
≈ CHF 119,000
year · Payback 3 months
Data, AI & ComplianceBanking, finance & insurance
Cutting the cost of compliance monitoring in wealth management
≈ CHF 133,000
year · Payback 4 months
Data, AI & ComplianceProfessional services
Handling data access and deletion requests without overload
≈ CHF 49,000
year · Payback 6 months
Organization & AdoptionRetail, luxury & watchmaking
Making an unused AI tool work for customer service
≈ CHF 98,000
year · Payback 4 months
Organization & AdoptionHospitality and tourism
Onboarding 300 Seasonal Staff Without Losing Three Days Each
≈ CHF 104,000
year · Payback 3 months