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From Idea to Impact: The Role of Artificial Intelligence in the Transformation of Business Models Cover

From Idea to Impact: The Role of Artificial Intelligence in the Transformation of Business Models

Open Access
|Jun 2025

Figures & Tables

Figure 1.

Median valuations of AI and non-AI startups worldwide by funding stage in 2023
Source: own processing based on CB Insights (2024)
Median valuations of AI and non-AI startups worldwide by funding stage in 2023 Source: own processing based on CB Insights (2024)

Business Model Canvas of Zalando

Key partners
Partner fashion brands selling through the platform
Technology partners for AI development, personalisation and cloud solutions
Logistics partners for fulfillment and delivery (e.g. DHL, DPD, GLS)
B2B partnerships within Zalando Marketing Services and Fulfillment Solutions
Sustainability initiatives - e.g. with E.ON (sustainable energy for warehouses)
Key activities
Digital platform and mobile app development
Development and management of algorithms for personalisation
Sourcing and integration of goods from partner brands
Logistics and fulfillment services for brands (Zalando Fulfillment Solutions)
B2B services operation (marketing, distribution and technology for brands)
Customer analytics and preference data management
Investing in AI, machine learning and predictive analytics
Customer segments
Digital shoppersCustomers requiring personalisation
Customers primarily from the EUConvenience-sensitive customers
Customers looking for inspirationInfluencers and fashion creatives
Value propositions
Curated wide range of fashionZEOS platform for automated ordering
Personalised recommendations via AISupporting new brands and creators
Sustainable shopping optionsInclusivity and diversity
Seamless digital experience (UX)Inspiration through stories and outfits
Customer relationships
Personalisation of content and offers (AI recommendations, Zalando Algorithm)
Customer service available 24/7 (chat, email, hotline, fast returns)
Zalando stories and influencer content (using influencer content to engage customers)
Zalando Plus programme (faster delivery, special promotions, exclusive content)
Digital engagement through the app (styling outfits, voting, wishlists)
Feedback loop (collecting reviews that improve algorithmic recommendations)
Distribution channels
Online platform (main sales channel)Outlets (in Germany)
Mobile apps (enhanced with AI)Logistics infrastructure (Zalando logistics)
Multi-channel partnershipsZalando Zircle (second-hand platform)
Key resources
Technology platform (the foundation of their business model)
Big data and algorithms for offer personalisation
Customer data (purchase preferences, behaviour, personalised recommendations)
Partnerships with fashion brands (retail and B2B model)
Logistics infrastructure (own fulfillment centers, delivery optimisation)
AI and machine learning (used for recommendations and demand forecasting)
UX and development teams (continuously improving the customer experience)
Strong brand and trust among the younger digital generation
Cost structure
Platform and IT infrastructureLabour costs
Logistics costsInvestment in innovative technologies
Marketing and personalised contentEnvironmental costs
Revenue streams
B2C sales of fashion and accessories (clothing, footwear, cosmetics, lifestyle)
Revenue from premium brands and private labels (Zalando Essentials, Anna Field)
B2B revenue - Zalando Marketing Services (ZMS), Zalando Fulfillment Solutions (ZFS)
Subscription services (e.g. Zalando Plus - faster delivery, exclusive content)
Affiliate programs and affiliate commissions

Business Model Canvas of H&M

Key partners
Textile suppliers and manufacturers from developing countries
Partners in raw materials and certifications (e.g. BCI - Better Cotton Initiative)
Technology partners for retail digitalisation
Sustainability initiatives and NGO partnerships (e.g. with circular fashion foundations)
Design collaborations and campaigns with celebrities
Key activities
Design and development of collections in in-house design teams
Global supply chain management (production, quality, lead time)
Investments in new sales formats (e.g. second-hand platforms, fashion rental)
Operation of brick-and-mortar stores and online shops
Customer service and communication on social networks
Sustainable initiatives (recycling, green materials)
Technological innovations in e-commerce and logistics
Customer segments
General public across age groupsCustomers looking for affordable fashion
Fashion-oriented customersCustomers interested in sustainability
Customers from many marketsMulti-channel shoppers
Value propositions
Fashion for everyoneFocus on design and quality
Wide range of clothing and accessoriesResponsible approach
Affordability as a key brand valueMulti-channel approach
Customer relationships
Inspiring shopping environment (emphasis on experiential selling in stores)
Customer experience across physical and digital channels
H&M Member loyalty programme (personalised offers and discounts)
Support via app and customer centre
Presence and communication on social networks (Instagram, TikTok, Pinterest)
Customer surveys and feedback (using data to improve collections and services)
Distribution channels
Stone stores (main sales channel)Digital platforms (social networks)
Online shopsFlagship stores (e.g. Paris, London)
Mobile appsMarketplace collaboration
Key resources
Brand portfolio (e.g. H&M, COS, Weekday, Monki), covering different segments
In-house design teams - in-house development of collections and styles
Global network of suppliers and manufacturing partners - especially in Asia
Know-how in fast fashion
Sustainable materials and environmental certifications (e.g. Conscious Collection)
Stone stores and strong retail network
Cost structure
Purchasing and production of goodsMarketing and advertising campaigns
Operation of shops and warehousesLabour costs
Logistics and transportSustainability costs
Revenue streams
Sale of products (clothing, accessories, footwear, home decoration, cosmetics)
Special collections and limited editions (e.g. collaborations with designers)
New growth segments (H&M Home, H&M Move)
Loyalty programs and bonus purchases (cross-selling)

Business Model Canvas of Ford

Key partners
Independent distributors and dealers (main sales channel)
Component suppliers - classic tiered supply chain (e.g. Bosch, Denso)
Technology partners (cooperation with companies like Google)
Financial partner (Ford Credit provides leases, loans and sales support)
Governments and regulatory authorities (e.g. emissions regulations)
Alliances (e.g. with Volkswagen in the field of electric vehicles and self-driving cars)
Key activities
Vehicle development and production (focusing on IC engines and hybrids)
Distribution (strong network of independent dealers and resellers)
Marketing and brand (emphasis on tradition, strong reputation and American roots)
After-sales services (service contracts, extended warranties, customer support)
Financial services (proprietary Ford Credit system for sales support)
Customer segments
Individual consumersGovernment institutions (military in US)
Corporate fleets (vans, utility vehicles)Global sales through dealer network
Rental and leasing companiesCustomers preferring combustion engines
Value propositions
Mobile solutions (e.g. FordPass)Focus on performance and utility
Quality, safety, reliability and designFlexibility of powertrain choice
Financial services through Ford CreditBroad accessibility
Customer relationships
Customer loyalty and long-term relationship through FordPass Rewards
Extended warranty and service programs
Digital vehicle services (e.g. FordPass App)
Tailor-made vehicle sales services for corporate clients and fleets
Traditional personal communication through dealers and service advisors
Distribution channels
Traditional network of authorised dealers (thousands of branches globally)
Independent distributors and partners in more than 100 countries
Direct sales to specialised clients (corporate fleets, rental companies, government)
Online vehicle configurators with vehicle booking
Distribution of spare parts through official channels and authorised service
Key resources
Brands and reputation (Ford, Lincoln - strong tradition, customer trust)
Production capacity (plants in the USA, Europe and Asia)
Distribution infrastructure (global network of dealers and service centres)
Finance Division (Ford Credit as an internal source of customer financing)
Intellectual property (patents on technology, design, security systems)
Cost structure
Production costsDistribution network operation
Research and DevelopmentMarketing and advertising
Warranty and after-sales costsSupply chain costs
Revenue streams
Sales of new Ford and Lincoln vehicles (various classes, including SUVs and pick-ups)
Sale of spare parts and accessories
Financial services through Ford Credit (leasing, loans, insurance)
Charges for digital services (e.g. navigation, FordPass connectivity)
Revenue from sales to corporate fleets and government institutions
Revenues from international markets, including licensing and franchise agreements

Business Model Canvas of Revolut

Key partners
Fintech and API partners (e.g. Plaid, Wise)
Global banking and card networks (e.g. Visa, Mastercard)
Technology partners (e.g. cloud services such as AWS)
Marketing and brand partnerships (e.g. NBA)
E-commerce and travel partners (e.g. Booking.com, Apple Pay)
Key activities
Development of digital banking and investment products
Continuous innovation of the app and UX design
Expansion into new markets and localisation of services
Ensuring regulatory compliance and licensing
Building fintech partnerships and ecosystem
Automation of services and integration of new technologies
Customer segments
Retail customersDigital nomads
EntrepreneursYoung digital users (Gen Z, M)
FreelancersGlobal companies
Value propositions
Intuitive servicesFree foreign payments
Removing barriersFlexible insurance and travel benefits
RevPointsPersonalised spend reports and analysis
Cryptocurrency and stock tradingMulti-currency holding and exchange
Customer relationships
Chatbots and AI support 24/7
UX personalisation
Community forums and peer-to-peer support
Online in-app support (real-time)
Constant testing and introduction of new communication channels
Relationship gamification (usage rewards, referral programs)
Distribution channels
Digital platforms (web, mobile)E-commerce partnerships
Referral programmesSocial media and community channels
Integrations with fintech companiesAPI integrations for business clients
Key resources
Technology infrastructure (applications, cloud systems, automation)
Development teams (internal agile teams, IT development)
Licences and regulatory approvals in different countries
Partnerships with banks and fintech companies
Adaptability (fast scaling without physical infrastructure)
Cost structure
Operational costs (e.g. cloud services)Marketing and digital campaigns
Administration and customer supportDevelopment and IT teams
Security expenses (e.g. fraud detection)Labour costs
Revenue streams
Revenue (interest income and fees, including premium accounts - Premium, Metal)
Proceeds from trading cryptocurrencies and shares
Insurance income (travel, equipment, health)
FX margin revenues
Fees for premium services (e.g. instant withdrawals, fast transfers)

Business Model Canvas of Barclays

Key partners
Regulatory and government bodies (FCA, PRA)
Traditional financial institutions and insurance firms
Technology suppliers (for core banking systems)
Investment partners and capital markets
Partnerships within ESG initiatives and communities
Key activities
Provision of retail and corporate banking services
Development of financial products and digital solutions
Risk management and regulatory compliance
Digital transformation and modernisation of banking processes
Investment banking and asset management
Relationship management
Customer segments
IndividualsCorporations
Small and medium-sized enterprisesHigh-net-worth individuals
Large enterprisesGovernment institutions (UK, USA, India)
Value propositions
Simpler bankingCredibility
Supporting communitiesDigital banking
Comprehensive investment servicesESG and sustainable investing
Global reach
Customer relationships
Relationship managers and personal bankers
Long-term and conservative relationships
Increasing trust through transparency and brand reputation
Traditional customer service over the phone and in branches
Promoting financial literacy
Distribution channels
Physical branchesGlobal ATM network
Digital platforms (web, mobile)Telephone and video banking
Partnerships with UK Post Offices
Key resources
Financial capital (capital stability and reserves)
Human capital (bankers, analysts, managers)
Physical branches and vending machine network
Technology solutions for digital banking
Strong brand and long-lasting reputation
In-house know-how and regulatory expertise
Cost structure
Operating costs (rent, utilities, maintenance)Innovation and digital transformation
Salary costs (including training and benefits)Technological investments
Costs of compliance and regulatory oversightMarketing and communication
Revenue streams
Revenue (mainly interest income and fees from retail and corporate accounts)
Income from investment and premium services
Diversified returns from complex financial products
Fees for services provided to institutions
Asset management

Business Model Canvas of Tesla

Key partners
Suppliers - especially for batteries (Panasonic, CATL, LG Energy Solution)
Infrastructure partners (cooperation in the construction of Supercharger stations)
Regulatory bodies (particularly important in the areas of FSD and autonomy)
Collaboration with cities and communities (Tesla Energy projects for public buildings)
Research partners - cooperation with universities and technology centres
Key activities
Electric vehicle production (focus on scaling up production)
Research and development (especially in batteries, AI and FSD)
Production of energy solutions (Powerwall, Megapack)
Building infrastructure (Supercharger network as a competitive advantage)
Global expansion (increasing presence in markets outside the US)
Customer segments
Technology-oriented consumersGeneration Z and millennials
Environmentally conscious customersClients in the higher segment
Customers looking for energy solutionsCustomers who prefer to buy online
Value propositions
Long range and high performanceEcosystem of complementary services
Technological innovationsDirect distribution without intermediaries
Reducing total cost of ownershipBrand status and community
Customer relationships
Digital self-service relationship (customer communicates primarily through app)
Over-the-Air Updates (Continuous vehicle upgrades without a service visit)
Full Self-Driving (customer participation in testing autonomous functions)
Automated technical diagnostics (vehicle itself detects problems)
Direct-to-customer communication (no dealers, but a direct relationship with Tesla)
Community around the brand (strong fan base, user forums, online community)
Distribution channels
Direct sales through own sales outlets (Tesla locations and showrooms)
Online ordering and vehicle purchase via the web
Tesla Delivery Centers (centers for picking up the ordered vehicle)
Tesla mobile service fleet and Supercharger network
Key resources
Manufacturing plants (Gigafactories)Supercharger network
Battery and energy technologiesDevelopment and innovation teams
Software capabilitiesIntellectual property
Cost structure
Production costsService and support
Research and DevelopmentMarketing and communications
Expansion costsSoftware development
Revenue streams
Sales of electric vehicles (Model 3, Y, S, X, Cybertruck)
Sale of software functions (Autopilot, FSD, infotainment packages)
Supercharger network and sales of storage solutions
Income from services and other markets (sale of used vehicles, sale of parts)
Selling emission credits (regulatory credits to other car companies)
Subscription (software updates and advanced features based on monthly payments)
DOI: https://doi.org/10.2478/mdke-2025-0008 | Journal eISSN: 2392-8042 | Journal ISSN: 2286-2668
Language: English
Page range: 120 - 147
Submitted on: Apr 2, 2025
Accepted on: Jun 1, 2025
Published on: Jun 25, 2025
Published by: Scoala Nationala de Studii Politice si Administrative
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Marcel FIGURA, Denis JURACKA, Jorma IMPPOLA, published by Scoala Nationala de Studii Politice si Administrative
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.