Connecting the Dots — Strategic Report · 2026

RAI Amsterdam
Business Analysis

A comprehensive strategic assessment covering economic impact, technology evolution, business model sustainability, leadership, organisational culture & the Doughnut Economy framework.

€800M+
Annual Economic Impact
1893
Founded
700+
Annual Events
1,400
Employees
3+
Countries of Operation
Scroll
RAI Amsterdam Convention Centre — aerial view of the 110,000 m² venue at Europaplein, Amsterdam
RAI Amsterdam
The Venue — Europaplein, Amsterdam
110,000 m² · Founded 1893 · Amsterdam RAI metro station at the door
RAI Amsterdam exhibition halls — international trade shows and congresses in action
Inside the RAI
700+ Events · 1.5M Visitors Per Year
International trade shows, congresses & hybrid events · 338 events in 2024
VENUE PHOTOGRAPHY · RAI Amsterdam, Europaplein 2–4, 1078 GZ Amsterdam

Executive Summary

RAI Amsterdam is one of Europe's premier exhibition and convention centres, operating from a 110,000 m² venue in Amsterdam. Founded in 1893, it hosts over 700 events per year and employs approximately 1,400 people. This report analyses the organisation across six strategic themes as part of the Connecting the Dots course at Windesheim University of Applied Sciences.

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1. Economic Mindsets
RAI generates over €800M in total economic value for the Amsterdam metropolitan region — differentiating direct, indirect, and induced impact layers following the Oxford Economics methodology.
⚙️
2. Smart Industry & Technology
A 30-year timeline from analogue booking to AI-powered event management, IoT smart buildings and hybrid platforms — with a forward vision to 2045 and a complete HR cycle flowchart model.
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3. Business Model
Analysed via the Business Model Canvas (Osterwalder & Pigneur, 2010). Sustainability examined against hybrid shifts, ESG travel pressure, and Amsterdam's quality-over-quantity policy.
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4. Leadership
From hierarchical management in the 1990s through transformational and servant leadership — now evolving toward agile, distributed models fit for Gen Z talent and 21st-century needs.
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5. Organisational Culture
Dutch egalitarian values analysed via Hofstede (1980, 2001) and Quinn's CVF (1988). Matches and gaps between national and organisational culture mapped with targeted recommendations.
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Conclusion & Future
RAI placed within the Doughnut Model (Raworth, 2017). 10 core operations categorised. A 5-phase implementation plan interconnects all strategic threads toward a 2026–2030 vision.
Primary Research: This report draws on two expert interviews conducted at RAI Amsterdam: Job Knook (Senior Sales Manager, GreenTech at RAI Amsterdam) and Danielle Inostroza (Exhibition Manager, Interclean at RAI Amsterdam). Their insights are referenced as [I-1] and [I-2] respectively throughout this report.

Economic Mindsets in the 21st Century

How RAI Amsterdam creates value, which sectors it operates in, its contributions to adjacent sectors, and the balance between value creation and value extraction — assessed with direct, indirect, and induced economic impact.

a & b. How RAI Creates Value & Sector Presence
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MICE Sector
Meetings, Incentives, Conferences & Exhibitions. RAI's primary market — hosting international trade shows, medical congresses, corporate meetings and consumer exhibitions. Operating in NL, internationally through partner venues, and digitally in 3+ countries.
🌐
International Trade Facilitation
RAI connects global industries — from maritime (METSTRADE) to cleaning (Interclean) to sustainability (GreenTech). Each trade show creates cross-border commercial networks, generating export value for participating Dutch businesses.
💻
Digital & Hybrid Events
Since 2020, RAI expanded into digital event production, hybrid platforms, and virtual exhibition services. This positions RAI as a technology intermediary in the events-tech sector alongside its physical operations (RAI Amsterdam Annual Report, 2023).
c. Contribution to Other Sectors — The Multiplier Effect
Direct Impact
€325M
Revenue generated directly by RAI: venue hire, catering, parking, congress organisation, hospitality. Employs ~1,400 FTEs on-site plus 3,200 seasonal event staff.
Indirect Impact
€285M
Supply-chain spending — hotels, transport, AV suppliers, caterers, security, cleaning firms. Directly sustains Amsterdam's hospitality and logistics clusters (Oxford Economics, 2020).
Induced Impact
€210M
Household consumption from wages paid to RAI employees and suppliers — retail, restaurants, childcare, leisure. Circulates throughout Amsterdam's neighbourhood economies.

Revenue Breakdown by Segment (2023–2024)

Venue Rental
72%
Congress Services
14%
Hospitality / F&B
9%
Parking & Other
5%

Jobs Created (Direct + Indirect + Induced)

CategoryJobsFTE Equivalent
RAI Staff (direct)1,4001,280
Event Staff (seasonal)3,200800
Hotel & Hospitality4,5003,200
Transport & Logistics1,8001,400
Retail & Services2,1001,600
Total13,000+8,280

d. Value Creator or Extractor?

Every €1 of direct RAI revenue generates an estimated €2.46 in total economic activity across the Amsterdam region — consistent with major MICE venues in comparable European cities (Oxford Economics, 2020).

Assessment: primarily a value creator. RAI acts as a catalyst enabling economic exchange between international industries. Its public ownership structure (Amsterdam municipality is a major shareholder) reinforces the public-value mission over pure profit maximisation.

Extraction-leaning elements exist: reliance on temporary/seasonal labour and the concentration of premium pricing benefits for shareholders rather than seasonal workers represent areas where value creation is incomplete. These are addressed in the advice below.

Doughnut Model Preview — Social Foundation Gaps
Social Foundation Insufficiencies: RAI scores insufficiently on income & work (seasonal worker precarity, lack of permanent contracts) and housing (indirectly: large-scale tourism/congress events contribute to Amsterdam's overtourism pressure on housing costs). It risks exceeding the ecological ceiling primarily on climate change (Scope 3 aviation emissions from international attendees) and biodiversity (limited green infrastructure around the venue site). Full Doughnut analysis in the Conclusion section.
Strategic Advice — Economic Impact

Distinction between direct, indirect, and induced impact is key to RAI's strategic positioning with Amsterdam municipality:

  • Direct: Commission a biennial independent economic impact study using the Oxford Economics multiplier methodology; share with city partners to justify co-funded infrastructure investment (transport links, venue expansion).
  • Indirect: Formalise a supplier development programme — training and certifying local SMEs. This increases the quality and resilience of the indirect impact layer while reducing procurement risk.
  • Induced: Partner with Amsterdam city to offer affordable event-attendance opportunities, increasing local participation and ensuring induced spending circulates within underserved neighbourhoods rather than concentrating in premium areas.

Smart Industry — Technology Evolution

A 30-year retrospective (1993–2025) and 20-year forward view (to 2045) of technology adoption at RAI Amsterdam, covering implications for operations, employees, and management at each stage. Click timeline entries to expand.

a. Technology Timeline (1993–2045)
1993–2000 · Past Past
Analogue & Early Digital
Operations: Paper-based booking, telephone reservations, manual floor-plan layouts, fax as primary exhibitor communication. Basic ERP for finance. First RAI website launched 1997.
Employee skills: Administrative and organisational skills dominated; technology was a support tool, not strategic. Staff attitude toward technology was cautious — adoption was slow and driven by necessity.
Difficulty: Transitioning from fully manual processes to digital workflows required significant retraining of existing staff.
2000–2008 · Past Past
Web 1.0 & CRM Introduction
Operations: Online event registration portals, CRM systems introduced (~Salesforce 2004), email replacing fax, CCTV expansion, digital signage installed.
Skills developed: Digital literacy, CRM data entry, email marketing. Front-line staff needed to develop digital communication competencies for the first time.
Management adaptation: Managers had to enforce CRM adoption against staff resistance. Legacy paper processes ran parallel to digital for several years — a classic change management challenge.
2008–2015 · Past Past
Mobile & Social Integration
Operations: RAI mobile app launched 2011, Wi-Fi overhauled for 50,000+ concurrent users, social media for exhibitor marketing, video streaming of keynotes.
Skills developed: Social media management, digital content production, app-based visitor support. Dedicated digital marketing teams formed for the first time.
Management challenge: Campaign cycles compressed from months to weeks; agile project thinking entered RAI for the first time. Staff attitude shifted from cautious to enthusiastic as digital tools produced visible client results.
2015–2020 · Recent Past Past
Data Analytics & IoT
Operations: Sensor-based visitor flow analytics, smart energy management (LED, HVAC automation), digital ticketing and contactless payments, cloud migration, first AI chatbots for visitor queries.
Operational impact: Predictive maintenance reduced downtime ~15%; real-time crowd heat-maps enabled dynamic mid-event space reallocation. Energy consumption tracking became standard.
Interview [Danielle Inostroza, I-2]: At Interclean, visitor flow data was used to reposition exhibitors based on footfall patterns — a direct operational improvement driven by IoT analytics.
Difficulty: Data governance and privacy compliance (GDPR 2018) required significant legal and IT investment; not all staff understood the value of data yet.
2020–2026 · Present Present
Hybrid Events & AI
Operations: COVID-19 accelerated hybrid platforms (virtual booths, live-streaming), AI-based personalised attendee matching, automated sustainability dashboards, digital twin modelling, real-time translation services.
Skills needed now: Data literacy, hybrid production management, AI-tool operation, sustainability reporting, virtual event hosting.
Management: Leading remote and hybrid teams simultaneously; coordinating physical and digital audiences in real time. Psychological safety became a leadership priority during uncertainty.
Interview [Job Knook, I-1]: GreenTech Amsterdam 2025 attracted significant digital participation for the first time. This required teams to upskill rapidly in virtual event production and engagement management.
2026–2030 · Near Future Future
Immersive & Predictive Technology
Technologies: AR/VR exhibition experiences, predictive visitor analytics, AI-powered dynamic pricing, robotic cleaning and logistics, 5G private networks, generative AI for event content creation, Scope 3 carbon tracking AI.
Implications: Staff roles shift from execution to oversight — managing AI systems, handling exceptions, curating experiences. New skills required: data interpretation, AI prompt engineering, UX design, and sustainability analysis.
2030–2045 · Future Vision Future
Metaverse & Autonomous Operations
Technologies: Permanent metaverse showrooms, autonomous venue operations (robotic logistics, AI scheduling), biometric access, carbon-neutral smart grid integration, fully personalised attendee journey orchestration.
Organisational impact: The physical venue evolves into a curation and experience anchor; digital infrastructure carries ongoing exhibitor engagement 365 days per year. Human roles become highly strategic and relational.

Recommended Future Technologies & Implications

TechnologyHorizonImpact
AI Attendee Personalisation2025–26High
Digital Twin Venue Modelling2025–26High
Carbon Tracking AI (Scope 3)2025–27High
5G Private Network2026–27High
AR Exhibition Overlays2027–29Medium
Robotic Logistics (setup)2027–30High
Blockchain Ticketing2028–30Medium
Metaverse Exhibition Space2030+Transformative
Operational implications of future tech adoption: AI and IoT adoption restructures event workflows — real-time sensor data enables dynamic space reconfiguration, predictive maintenance reduces downtime by up to 30%, and personalised attendee journeys increase exhibitor ROI, driving premium pricing power for RAI (AIPC, 2023; Deloitte, 2025).
Future HR Cycle — AI-Enhanced Flowchart Model
🔄 Future HR Cycle — RAI Amsterdam (AI-Enhanced, 2026+)
🔍Workforce Planning
AI Demand Forecasting
📣Recruitment
Programmatic + LinkedIn
🤖Selection
AI Screening + DEI
🎓Onboarding
Digital + Mentoring
📈L&D
Personalised Learning
🎯Performance
Continuous Feedback
💙Retention
Wellbeing + Flex Work
🌟Succession Planning
AI Talent Analytics
🤝Offboarding
Knowledge Transfer
🔄Data-Driven HR Strategy
Analytics → Planning Loop

Click any node to highlight. Each stage integrates HRIS tools (Workday HCM / SAP SuccessFactors), AI analytics, and DEI metrics — forming a closed feedback loop from workforce planning to succession.

Strategic Advice — Technology & HR

Technologies to adopt now (2026): AI Attendee Personalisation Engine (pilot at METSTRADE), Digital Twin for venue planning, Carbon Tracking AI for Scope 3 transparency, 5G private network for real-time event data.

HR tools recommended: Workday HCM for integrated talent management, LinkedIn Talent Insights for labour market analytics, Coursera for Business for tech-skills upskilling, Culture Amp for continuous engagement measurement and burnout risk detection.

Recruiting & maintaining future employees: Target Windesheim University of Applied Sciences, Hogeschool van Amsterdam, and TU Delft (for IoT/data roles) through dedicated internship pathways and hackathons. Use AI-assisted blind screening to improve DEI in candidate selection. Employer branding must emphasise RAI's sustainability mission to attract purpose-driven Gen Z talent (Deloitte, 2025). Flexible work arrangements and continuous learning investment are essential for retention in Amsterdam's competitive labour market.

Business Model

Analysed using the Business Model Canvas (Osterwalder & Pigneur, 2010). RAI's model is examined for sustainability against current economic trends, with entrepreneurship characterised as both traditional and innovative, and worthwhileness assessed.

How RAI Makes Money — Revenue Model Overview

RAI Amsterdam's Revenue Logic

RAI Amsterdam operates as a venue-as-a-platform business: it owns and manages a 110,000 m² multi-hall complex and generates revenue primarily by renting this infrastructure to external event organisers, corporations, and trade associations. The core revenue engine is straightforward — organisations pay RAI to use its halls, meeting rooms, and outdoor spaces for periods ranging from a single day to two weeks. These venue hire fees represent approximately 72% of total revenue, making it by far the dominant income stream. For a major international trade show such as Interclean or METSTRADE, a single event contract can generate several million euros in venue fees alone.

The second major revenue pillar is congress and event services, contributing around 14% of revenue. Here, RAI goes beyond simply providing space: it acts as a full congress organiser, offering event management, technical production, digital registration platforms, interpretation services, and on-site coordination. Clients pay a service fee on top of the venue hire, making each congress significantly more valuable per booking. Medical and scientific congresses — which require complex logistics and multi-day programming — are the highest-margin clients in this segment.

Hospitality and food & beverage is the third stream at roughly 9% of revenue. RAI operates its own catering through a partnership with Vermaat Group, which means every coffee break, lunch, gala dinner, and networking reception at an RAI event generates direct income. Because RAI hosts over 700 events annually, this hospitality revenue is both consistent and high-volume. Parking and miscellaneous services (storage, logistics, security sub-contracts) add a further 5%. Combined, these four streams produce a total revenue in the range of €200–250 million annually (RAI Amsterdam Annual Report, 2023).

Critically, RAI's profitability model relies on high asset utilisation: the more days the venue is in use, the lower the fixed cost per event, and the higher the overall margin. This is why RAI actively pursues a portfolio of 700+ events per year rather than concentrating on fewer, larger shows. It also explains the strategic priority of hybrid event infrastructure — by enabling digital participation, RAI can attract smaller or more price-sensitive international clients who would otherwise not justify the cost of physical travel to Amsterdam, thereby increasing booking volume and occupancy rates without expanding the physical footprint.

72%
Venue Hire
14%
Congress Services
9%
Hospitality & F&B
5%
Parking & Other
a. Business Model Canvas — click any cell to expand
Key Partners
Amsterdam municipality · I Amsterdam · Schiphol Airport · Trade associations (METSTRADE, INTERCLEAN, GreenTech) · AV tech suppliers · Catering partners (Vermaat Group) · Hotel cluster (Okura, DoubleTree) · Public transport (GVB/NS)
Key Activities
Venue management · Event organisation & congress support · Hospitality services · Venue marketing & sales · Digital/hybrid platform operations · Sustainability management · Data analytics & reporting
✦ Value Proposition
Europe's premier meeting place — world-class event infrastructure, seamless attendee experiences, proven international reach. Unique “city-within-a-city” scale enabling simultaneous major events. Sustainability leadership as ESG differentiator. Hybrid-ready infrastructure for phygital events.
Customer Relationships
Long-term contracts with anchor shows (METSTRADE 25+ years) · Dedicated account management · Co-creation of new events · Digital self-service portals · Post-event analytics reports to exhibitors
Customer Segments
International trade show organisers · Corporate congress clients · Association congresses (medical, scientific) · Consumer shows · Government/public events · Hybrid event producers · Sustainability-sector clients (GreenTech)
Key Resources
110,000 m² venue infrastructure · Brand reputation (130+ years) · 1,400 skilled staff · Digital systems & data · Sustainability certifications (AIPC, ISO 20121) · Amsterdam RAI metro station direct access
Channels
Direct B2B sales team · Online booking platform · International trade associations · Events industry conferences (IMEX, IBTM) · Digital marketing · LinkedIn & industry media (NBTC, 2024)
Cost Structure
Personnel costs (largest share) · Building maintenance & capital expenditure · Energy/utilities · Technology infrastructure · Marketing & international presence · Depreciation of venue assets
Revenue Streams
Venue hire (72%) · Congress services (14%) · Hospitality & F&B (9%) · Parking & misc. (5%) · Emerging: hybrid event tech licensing, data insights, Innovation Hub co-working
b & c. Entrepreneurship: Traditional vs. Innovative

Sustainability of the Business Model

RAI's model faces three structural pressures (2025–2026 context) threatening long-term sustainability:

🌍 Post-Pandemic Hybrid Shift
Virtual participation is now a permanent client expectation. Physical-only events shrink addressable audiences. McKinsey (2025) finds 60% of conference attendees now expect virtual options as standard.
✈️ Scope 3 Travel Pressure
Corporate travel restrictions are intensifying under ESG mandates. The EU CSRD (Corporate Sustainability Reporting Directive, effective 2025) requires Scope 3 emission disclosure — directly impacting event-related air travel norms for exhibitors.
🏙️ Amsterdam Urban Policy
Amsterdam's quality-over-quantity tourism policy limits large-event expansion. Rotterdam Ahoy and Jaarbeurs Utrecht increasingly attractive as Amsterdam constrains mass-attendance events (Amsterdam Economic Board, 2024).

d. Entrepreneurship: Is it Worthwhile?

Assessment (Davidsson, 2015): RAI demonstrates characteristics of worthwhile entrepreneurship — it creates net positive societal value (economic multiplier, knowledge transfer, cultural exchange) while remaining commercially viable. Its public ownership structure reduces pure profit urgency, sustaining public-value commitments.

Where entrepreneurship excludes economic value: The seasonal labour model means ~3,200 event workers have limited career pathways; the venue is underutilised outside peak event periods; and revenue is concentrated in venue hire (72%) rather than diversified knowledge-economy services. These are all missed economic value opportunities.

Characterisation: predominantly traditional, with growing innovative elements

  • Traditional: venue rental model, long-term anchor contracts, event-cycle dependency
  • Innovative: hybrid platform development, AI attendee matching, sustainability market leadership, RAI Innovation Hub concept
Strategic Advice — Business Model
  • Develop platform revenue from hybrid event technology licensing to external venues (SaaS model)
  • Launch RAI Innovation Hub — co-working and startup accelerator for year-round revenue generation
  • Monetise data: anonymised visitor behaviour insights sold to exhibiting industries via data marketplace
  • Transition major shows to annual + hybrid format, increasing annual touchpoints per event brand
  • Pursue destination congress contracts 3–5 years in advance to secure forward revenue pipeline
  • Formalise seasonal workforce into career pathways — reducing the entrepreneurship value-exclusion identified above

Leadership Evolution

Tracing approximately 30 years of leadership styles at RAI Amsterdam — from hierarchical command-and-control to today's collaborative management. Future-fit leadership styles are proposed with a view to employee needs, organisational performance, and 21st-century challenges.

a–c. Leadership Characterisation Past & Present — click an era
1993–2005
Hierarchical / Transactional
Top-down authority, functional silos, directive management driven by seniority and tenure.
2005–2015
Transformational
Visionary CEOs driving venue modernisation, inspiring change through a compelling strategic narrative.
2015–2020
Collaborative / Servant
Post-crisis restructuring — employee empowerment, CSR leadership, stakeholder consensus (polder model).
2020–2026
Adaptive / Crisis-Resilient
COVID-19 forced rapid adaptation — remote leadership, agile decisions, psychological safety as priority.
2026+ Future
Distributed / Agile
Decentralised authority, cross-functional squads, data-informed decisions, purpose-led culture for Gen Z.

1993–2005: Hierarchical & Transactional Leadership

During RAI's consolidation phase, management was characterised by transactional leadership (Burns, 1978) — clear reward/punishment systems, strict chain-of-command, and performance measured against defined KPIs. Directors operated within functional silos: Operations, Sales, Finance, and Events rarely collaborated cross-departmentally.

Multiple styles coexisted: operational managers used highly directive styles while sales directors adopted more relational approaches with key accounts. This was effective during stable growth years but produced rigidity during market shifts and limited upward innovation. The approach reflected the predominantly Dutch command structure typical of large physical-infrastructure organisations of the era (Hofstede, 1980).

2005–2015: Transformational Leadership

Under major strategic leadership, RAI shifted toward transformational leadership (Bass & Avolio, 1994) — articulating a compelling vision for RAI as "the international meeting place of Amsterdam," investing in staff development, and driving major capital renovations (Glass Foyer, new halls). Leaders inspired beyond self-interest, attracting institutional loyalty.

This era saw RAI's international brand reach its peak, hosting INTERCLEAN International and major sectoral congresses. Different styles coexisted: transactional reward structures remained in operations while transformational vision drove strategic investment decisions. Leadership directly correlated with competitive market position.

2015–2020: Collaborative & Servant Leadership

Responding to increasing workforce expectations and a growing sustainability agenda, RAI adopted elements of servant leadership (Greenleaf, 1977) — managers prioritising employee development, transparent communication, and stakeholder value over personal authority. CSR became embedded in leadership KPIs for the first time.

Flat structures were introduced in event operations teams. Cross-functional project teams replaced permanent silos for major projects. The Dutch polder model influence was highly visible: consultation and consensus became core leadership norms, aligning well with national cultural expectations (Hofstede Insights, 2024).

2020–2026: Adaptive & Crisis-Resilient Leadership

COVID-19 imposed the most severe operational shock in RAI's history — revenue dropped ~90% in 2020. Leadership was tested on adaptive capacity (Heifetz et al., 2009): holding the organisation through existential uncertainty, pivoting to virtual events within weeks, negotiating with municipality for bridge financing, and protecting the majority of the workforce through government schemes.

Psychological safety, transparent communication, and rapid iteration became defining leadership characteristics that shaped the post-COVID culture. By 2024, RAI had fully recovered, with revenue surpassing pre-COVID levels — validating adaptive leadership effectiveness. Interview [Job Knook, I-1] confirmed that the hybrid event model now demanded continuous leadership flexibility, not a one-time crisis response.

2026 and Beyond: Recommended Future Leadership

Future RAI employees — predominantly Millennials and Gen Z — prioritise purpose, autonomy, growth, and psychological safety (Deloitte Global Gen Z Survey, 2025). Traditional hierarchical or purely transactional leadership will fail to attract and retain talent against Amsterdam's competitive tech and creative sectors.

Distributed Leadership
Decentralise decision authority to cross-functional squads. Enable middle managers to lead without hierarchical permission-seeking. Reduces bottlenecks and improves agility.
Purpose-Centred Culture
Embed RAI's sustainability and social impact mission into all leadership interactions — not just corporate communications. Gen Z requires authentic alignment between stated values and daily management behaviour.
Data-Informed Leadership
Leaders use real-time people analytics (engagement, workload, turnover risk via Culture Amp) alongside strategic data to make evidence-based decisions about people and resources.
Coaching Style Management
Managers transition from directing to coaching — developing capability, holding space for experimentation, and actively supporting psychological safety as a performance driver.
d. Is This Leadership Preferable & Future-Fit?
Impact on Organisational Performance: Research shows distributed, coaching-style leadership increases employee engagement by 20–30%, reduces voluntary turnover by up to 25%, and accelerates innovation cycles (Gallup, 2023). For RAI, this translates directly to service quality, exhibitor satisfaction, and the ability to attract digital talent needed for the 2030 technology roadmap. The COVID experience demonstrated that adaptive leadership capacity is a core organisational competency, not an optional extra. The recommended future style (distributed + purpose-centred + coaching) directly addresses Gen Z workforce expectations while preserving the Dutch collegial culture that currently differentiates RAI as an employer.
Strategic Advice — Leadership

Current transitional style (adaptive + servant) is a strong foundation. To be truly future-fit: (1) formalise distributed leadership through a squad model with empowered team leads; (2) invest in coaching capability across all 80+ team leaders — partnering with a business school; (3) introduce people analytics dashboards for managers; (4) link leadership KPIs explicitly to employee wellbeing and engagement scores, not solely delivery metrics. This shift will improve retention, accelerate digital transformation, and increase RAI's position as Amsterdam's premier event-industry employer.

Culture Analysis

Using Hofstede's Cultural Dimensions (1980, 2001) and the Competing Values Framework (Quinn, 1988), we analyse the interplay between Dutch national culture and RAI's organisational culture — identifying matches, gaps, and their desirability.

a. Organisational Culture (Quinn CVF) & b. National Culture of the Netherlands (Hofstede)

Hofstede Dimensions: Netherlands vs. RAI Amsterdam

Power Distance (PDI)NL: 38 / RAI: 30
Individualism (IDV)NL: 80 / RAI: 65
Masculinity (MAS)NL: 14 / RAI: 35
Uncertainty Avoidance (UAI)NL: 53 / RAI: 60
Long-Term Orientation (LTO)NL: 67 / RAI: 72
Indulgence (IVR)NL: 68 / RAI: 55
Netherlands (Hofstede, 2001) RAI Amsterdam (estimated)
📝 Field Research Note — Primary Data Source

The RAI Amsterdam organisational scores presented above are derived primarily from field research conducted through two semi-structured expert interviews: Job Knook (Senior Sales Manager, GreenTech at RAI Amsterdam, [I-1]) and Danielle Inostroza (Exhibition Manager, Interclean at RAI Amsterdam, [I-2]). Both interviews provided direct, first-hand insight into RAI's internal culture, management style, team dynamics, and values — which were then mapped against Hofstede's framework. This is primary qualitative data, not sourced from the internet. The Netherlands national benchmark scores are from Hofstede (2001) and Hofstede Insights (2024).

Organisational Culture — Quinn CVF

Clan Culture
Strong — collegial team spirit, collegial "RAI family" identity, participative decision-making. Closely aligned with Dutch polder model of consensus building.
Hierarchy Culture
Moderate — standardised procedures essential for large-scale event safety and logistics execution. Risk of over-bureaucratisation slowing digital innovation.
Adhocracy Culture
Growing — post-COVID entrepreneurial spirit visible in RAI's digital and hybrid event teams. Needs intentional strengthening for innovation competitiveness.
Market Culture
Moderate — commercially focused in B2B sales and international congress bidding. Occasionally conflicts with public-value mission stemming from municipality ownership.
c. Matches & Gaps: National vs. Organisational Culture — Analysis & Desirability
DimensionNational (NL)RAI CultureMatch/GapAssessment & Desirability
Power DistanceVery low (38)Low (30)✓ MatchDesired — flat hierarchy supports employee voice and innovation. RAI's even lower score is appropriate for knowledge-intensive event work. Reinforces Clan culture strength.
IndividualismHigh (80)Moderate (65)~ PartialRAI's team culture moderates Dutch individualism — positive for collaboration. The gap is preferred: enables cohesive project teams without losing individual accountability. A managed mismatch.
MasculinityVery low (14)Moderate (35)△ GapMost significant gap. RAI's performance-orientation exceeds Dutch national norms. Risk: work pressure, reduced work-life balance, higher burnout. Mismatch is undesirable — should be closed via wellbeing policies and performance reframing.
Uncertainty AvoidanceModerate (53)Moderate-high (60)~ PartialSlight over-caution may slow technology adoption. Partially preferred for operational safety in large-scale events, but tolerance for innovation risk should selectively increase in digital teams.
Long-Term OrientationHigh (67)High (72)✓ MatchDesired — strong alignment supports sustainability investments and multi-year strategic planning. Directly enables Doughnut Economy ambitions and long-term congress contracts.
IndulgenceHigh (68)Moderate (55)~ PartialRAI's restrained work culture is slightly below Dutch norms. May negatively affect talent attraction from Dutch workforce who value leisure and quality of life. Should be closed via staff social events and flexible work policies.
Cultural Recommendation: The Masculinity gap (NL: 14 vs RAI: ~35) is the most actionable cultural challenge. Practically: introduce structured wellbeing monitoring, enforce right-to-disconnect norms, and reframe performance culture from "always delivering" to "sustainable excellence." Celebrating collaboration and process — not just outcomes — will close this gap and increase retention among Dutch employees who value work-life quality (Hofstede Insights, 2024). The Power Distance and Long-Term Orientation matches are genuine competitive strengths and should be preserved and celebrated internally.
Strategic Advice — Culture

Matches (PDI, LTO) should be reinforced — they form the cultural bedrock for RAI's sustainability strategy and flat-team innovation. The Masculinity gap requires active attention; it is commercially necessary as Amsterdam's labour market competition intensifies. Partial matches (IDV, UAI, IVR) offer opportunities: moderate individualism further through cross-functional team incentives; lower uncertainty avoidance selectively for digital innovation units while keeping it high in safety-critical operations; increase indulgence through formalised staff social events and flexibility — RAI's own venue assets are an underused internal benefit here.

Doughnut Economy — RAI Amsterdam's Position

Using Kate Raworth's Doughnut Model (2017), RAI Amsterdam is placed within the framework and assessed against both the social foundation (12 dimensions) and the ecological ceiling (9 planetary boundaries). Ten core operations are explicitly categorised.

d. RAI in the Doughnut Model — Click each category to interact
✓ Already Complies
Social Foundation
  • Employment & decent work (1,400+ FTEs, living wage policy)
  • Social equity (active DEI & inclusion programmes)
  • Education (partnership with ROC Amsterdam; apprenticeships)
  • Health & wellbeing (Employee Assistance Programme, ergonomic workplaces)
  • Voice & participation (works council, staff pulse surveys)
  • Networks — facilitates global knowledge sharing via congresses
Ecological Ceiling
  • Freshwater use (closed-loop systems; below threshold)
  • Chemical pollution (ISO-compliant operations; regulated)
  • Land conversion (no new development; existing footprint only)
  • Energy: 100% renewable electricity since 2022 (RAI, 2024)
⚠ Needs to Change
Social Foundation
  • Income equity: seasonal/gig workers lack stable contracts and career pathways
  • Supply chain labour standards: catering and security sub-contractors not fully audited
  • Housing (indirect): large-scale congress events contribute to Amsterdam overtourism housing pressure
Ecological Ceiling
  • Climate change — Scope 3: aviation emissions of international attendees (primary breach)
  • Biodiversity: limited green infrastructure around the 110,000 m² venue site
  • Nitrogen & air quality: concentrated vehicle traffic during major events
  • Food waste: large-scale catering generates significant preventable waste
? Difficult to Assess
Social Foundation
  • Political voice: complex dynamics given municipality majority shareholding
  • Social cohesion: international vs. local visitor balance difficult to measure
Ecological Ceiling
  • Ocean acidification (indirect only; via supply chain)
  • Atmospheric aerosol loading (event operations, HVAC systems)
  • Full Scope 3 supply chain emissions: data incomplete across all tiers
  • Ozone layer: refrigerant management in legacy HVAC not fully documented
e. 10 Core Operations — Doughnut Compliance Assessment
#Core OperationStatusReasoning
1Hosting international trade exhibitions⚠ Needs ChangeCore value proposition but structurally dependent on international aviation — primary source of Scope 3 emissions exceeding the ecological ceiling. Hybrid integration required.
2100% renewable electricity operations✓ CompliesScope 1 & 2 fully renewable since 2022 (RAI Sustainability Report, 2024). Directly addresses the climate ceiling for RAI's own energy use.
3Employment of 1,400+ core staff✓ CompliesStable employment, living wage policy, works council representation — strong social foundation contribution to decent work dimension.
4Seasonal/temporary event workforce model⚠ Needs Change~3,200 seasonal workers lack secure income and career pathways. Conflicts with the income & work social foundation dimension; represents avoidable value exclusion.
5Hybrid event platform operations✓ CompliesDirectly reduces physical event footprint and aviation-related Scope 3; expands global access to participants who otherwise could not attend. Interviewed by Danielle Inostroza [I-2] as growing part of Interclean's format.
6Large-scale catering & food service⚠ Needs ChangeHigh food waste risk at scale. Supply chain sustainability not fully audited. Plant-based options growing but not yet standard (RAI, 2024).
7International congress facilitation✓ CompliesMedical, scientific and sustainability congresses generate significant knowledge transfer — directly supporting social foundation dimensions of education, health, and global networks.
8Venue infrastructure maintenance (110,000 m²)? DifficultOngoing maintenance is increasingly green; however, the embedded carbon in the existing building structure is fixed and difficult to quantify. Legacy footprint not fully mapped.
9GreenTech Amsterdam (annual show)✓ CompliesDirectly advances the sustainability sector; facilitates innovation in renewable energy, circular economy, and clean technology — mission-aligned with Doughnut principles [I-1, Job Knook].
10Interclean Amsterdam (biennial show)? DifficultThe professional cleaning and hygiene sector has a complex sustainability profile. RAI can influence exhibitor sustainability standards through show participation criteria; exhibitor scope is mixed [I-2, Danielle Inostroza].

Doughnut Model Conclusion

RAI Amsterdam operates solidly within the social foundation regarding its direct workforce and congress facilitation. However, it has material exposure above the ecological ceiling through its core value proposition: attracting international attendees who predominantly arrive by air. This is structurally difficult to resolve without changing the event model. The path forward combines: (1) Scope 3 accountability and rail-first travel incentives, (2) hybrid participation as default to reduce physical footprint, (3) biodiversity enhancement on venue grounds, and (4) supply chain auditing for seasonal employment and catering. RAI's GreenTech show and renewable energy operations already demonstrate that Doughnut alignment is achievable at scale — these successes should be the template, not the exception.

Predicting the Future — Implementation Plan

Building on all sub-conclusions, this 5-phase implementation plan is deliberately interconnected — each phase enabling the next. All six strategic themes are related. The plan reflects realistic change management timelines, sequencing foundational changes before transformational ones.

a–d. Future Forecast: What Would Change vs. Stay the Same (3–5 Years)

⚡ Most Likely to Change

  • Revenue model — platform licensing and data monetisation grow to 15–20% of revenue
  • Leadership style — distributed, coaching-based squads replace hierarchy layers
  • HR processes — fully AI-assisted recruitment and continuous talent analytics
  • Sustainability reporting — CSRD compliance becomes a central annual obligation
  • International travel profile — rail-first incentives shift European visitor arrivals
  • Event format — hybrid becomes the default standard, not the premium add-on

🔒 Most Likely to Stay the Same

  • Core anchor events (METSTRADE, Interclean) — multi-decade commercial relationships
  • Amsterdam as primary base — location advantage and metro access remain strategic
  • Dutch polder culture — consensus-driven decision-making deeply embedded
  • Municipality partnership — public ownership structure persists as governance anchor
  • Physical venue centrality — face-to-face business networking remains irreplaceable
  • Long-term strategic orientation — Hofstede LTO alignment with sustainability vision
Connecting the Dots: The five implementation phases below are deliberately interlinked. Phase 1's digital infrastructure enables Phase 3's revenue innovations. Phase 2's culture transformation is a prerequisite for Phase 5's talent strategy. Phases 4 & 5's sustainability commitments reinforce Phase 3's competitive positioning. Leadership evolution (Phase 2) and technology adoption (Phase 1) are co-dependent. No phase operates in isolation — RAI must pursue all five, with Phase 1 as the enabling foundation. This sequencing reflects change management best practice: organisations need time to absorb change before the next transformation layer can succeed.
1
Digital & Technology Foundation
2026 · Quick Wins · Links: Technology · Business Model · Economic
+

Expected result: RAI becomes data-driven across all operations. These investments unlock every subsequent phase — particularly revenue model innovation (Phase 3) and talent attraction (Phase 5).

🤖
Deploy AI Attendee Personalisation Engine
Machine-learning-based matchmaking for exhibitor–visitor pairing across all major shows. Pilot at METSTRADE 2026. Industry data shows AI-powered matchmaking can increase exhibitor satisfaction scores by 15–20% and justify premium pricing (AIPC, 2023). Links to business model revenue diversification — increases value proposition for exhibitors.
→ Technology section
🏗️
Digital Twin Venue Platform
Full digital twin of RAI's 110,000 m² floor space enabling virtual site visits, automated layout optimisation, and energy simulation. Investment: ~€2.5M. Estimated payback: 3 years through increased booking conversions and reduced physical site visit costs. Also enables real-time carbon tracking per event.
📊
Implement Workday HCM + Culture Amp
Unified HR platform enabling the AI-enhanced HR cycle (see flowchart). Continuous engagement monitoring feeds directly into the leadership transition plan. DEI dashboards activated to track diversity in hiring and advancement. Links to HR Flowchart and Leadership recommendations.
→ HR Flowchart → Leadership
2
Leadership & Culture Transformation
2026–2027 · Foundation Building · Links: Leadership · Culture · HR
+

Expected result: RAI's internal culture becomes future-fit. This phase is a prerequisite for attracting Gen Z talent (Phase 5) and enabling distributed innovation (Phase 3).

🎓
Management Coaching Programme Rollout
Train 80+ team leaders in coaching methodology, psychological safety practices, and distributed decision-making frameworks. Partner with a Dutch business school. Duration: 12 months. Research suggests such programmes improve employee engagement by 20–30% and reduce voluntary turnover by up to 25% (Gallup, 2023). Directly addresses leadership future-fit recommendation.
→ Leadership section
🌍
Close the Masculinity Culture Gap
Introduce structured wellbeing monitoring dashboard, right-to-disconnect policy, flexible working norms for office roles, and performance reframing from "always delivering" to "sustainable excellence." Targets alignment of RAI's culture toward Dutch national norms within 2 years. Addresses the Hofstede MAS gap (NL: 14 vs RAI: ~35) identified in Culture section.
→ Culture section
👥
Seasonal Workforce Professionalisation
Develop formal career pathways and skills development programme for RAI's 3,200 seasonal event workers. Introduce longer-term flexible contracts for returning seasonal staff. Addresses the Doughnut social foundation gap (income & work) and reduces the entrepreneurship value-exclusion identified in the business model analysis.
→ Doughnut Model → Business Model
3
Business Model Evolution & Revenue Diversification
2026–2028 · Growth Phase · Links: Business Model · Economic · Technology
+

Expected result: RAI reduces dependency on venue hire (currently 72% of revenue), creating more resilient income. Phase 1 digital infrastructure is the required prerequisite.

💡
Launch RAI Innovation Hub
Convert 5,000 m² of underutilised office space into a co-working and startup accelerator hub focused on event technology and sustainability ventures. Target: 50 resident companies by 2027, generating €3M additional annual revenue. Reduces dependency on cyclical event calendar and adds year-round building utilisation.
📈
Attract 15 New International Congresses (2026–2028)
Partnership with I Amsterdam and NBTC (Netherlands Board of Tourism & Conventions) to actively bid for 15 international congresses with 1,000+ delegates. Each large congress generates ~€5M in regional economic impact. Directly strengthens the indirect and induced economic impact layers identified in Section 1.
→ Economic Impact
🔄
Hybrid Platform SaaS Revenue Stream
Make hybrid participation infrastructure standard across all event packages. Develop RAI Hybrid Platform as a licensable product for external venues — creating a SaaS revenue stream projected at €2M ARR by 2028. Links to business model platform revenue recommendation and reduces Scope 3 through enabling remote participation.
4
Sustainability & Doughnut Compliance
2027–2029 · Deepening · Links: Doughnut · Business Model · Culture
+

Expected result: RAI becomes Europe's sustainability benchmark venue, differentiating in congress bidding and aligning with CSRD obligations. Addresses primary ecological ceiling breaches.

🚂
Scope 3 Rail-First Travel Programme
Partner with NS (Dutch Railways) and Eurostar to offer subsidised rail-travel packages for European exhibitors and delegates. Target: reduce aviation arrivals by 20% for within-Europe participants by 2029. Annual Scope 3 transparency report published and externally verified. Directly addresses the primary ecological ceiling breach identified in the Doughnut analysis (aviation Scope 3).
→ Doughnut Model
🌿
Venue Biodiversity Enhancement
Green roof, urban garden, and wildlife corridor on RAI grounds — increasing local biodiversity score measurably. Collaboration with Amsterdam Waterways project. Estimated investment: €800K. Doubles as employee wellbeing asset and sustainability marketing differentiator in international congress bidding (Doughnut Economics Action Lab, 2023).
♻️
Zero Food Waste Programme
AI-powered catering demand prediction to reduce food waste by 60% by 2028. Partner with Amsterdam food rescue organisations for surplus redistribution. Addresses both the Doughnut ecological ceiling (food waste) and strengthens the social foundation (access to food, equitable communities) simultaneously. This was highlighted as an emerging exhibitor expectation by Danielle Inostroza [I-2] at Interclean.
5
Long-Term Vision: RAI 2030
2029–2030+ · Transformation · Links: All Themes
+

Expected result: RAI stands as Europe's most forward-thinking event venue — commercially resilient, culturally progressive, and operating fully within Doughnut boundaries for Scope 1 & 2. All previous phases converge here.

🌐
Persistent Virtual Showrooms & 365-Day Events
Develop permanent digital exhibition spaces enabling year-round product showcasing beyond physical event dates. Transition major trade shows to 365-day hybrid formats generating recurring SaaS revenue while reducing physical footprint. Expands global audience reach simultaneously. Integrates technology future vision and business model platform revenue, building on Phase 1 and Phase 3.
🏆
Become Europe's Sustainability Benchmark Venue
Net-zero operations by 2030 (Scope 1 & 2), BREEAM Outstanding certification, and Doughnut Economy accreditation. Leverage as primary competitive differentiator in international congress bidding — ESG compliance increasingly drives host-city selection decisions by associations and corporations (AIPC, 2023). Integrates economic impact, doughnut compliance, and business model outcomes.
→ Doughnut Model → Business Model
🧑‍🎓
RAI Academy & University Partnerships
Formalise degree-pathway partnerships with Windesheim University of Applied Sciences, Hogeschool van Amsterdam, and TU Delft. Establish RAI Academy for event technology and sustainable event management. Target: 50+ graduate entrants annually — solving tech talent shortage while embedding RAI as Amsterdam's premier event-industry employer. Completes the HR cycle from flowchart workforce planning to long-term talent pipeline. Links to Leadership and Technology themes.
→ HR Flowchart → Leadership
― Connecting the Dots — Implementation Interdependencies ―

How All Five Phases & Six Themes Are Intertwined

Click any phase node to highlight its connections. Each arrow shows which phase enables, builds on, or reinforces another.

ECONOMIC Theme 1 TECHNOLOGY Theme 2 BUSINESS MODEL Theme 3 LEADERSHIP Theme 4 CULTURE Theme 5 PHASE 1 · 2026 Digital & Tech Foundation PHASE 2 · 2026–27 Leadership & Culture Transform. PHASE 3 · 2026–28 Business Model Evolution PHASE 4 · 2027–29 Sustainability & Doughnut Compliance PHASE 5 · 2029–30+ RAI 2030 Vision All Phases Converge ECONOMIC Impact Amplified by every phase DOUGHNUT Model Addressed in P4 enables enables prerequisite for talent underpins builds revenue base for P5 reinforces differentiates LEGEND Enables / Unlocks Prerequisite / Underpins Reinforces / Differentiates Click node to highlight

Six Themes × Five Phases — How Every Theme Is Addressed

Theme P1 · Digital P2 · Culture P3 · Business P4 · Sustain. P5 · Vision
💶 Economic Impact ● Higher ROI ● Lower turnover cost ● New streams ● Premium congresses ● Multiplied impact
⚙️ Technology ⭐ CORE ● HR tools ● Hybrid SaaS ● Carbon AI ● Metaverse
🏛️ Business Model ● Enables BMC ● Culture supports ⭐ CORE ● ESG differentiator ● Platform revenue
🎯 Leadership ● People analytics ⭐ CORE ● Agile leadership ● Purpose mission ● Academy leadership
🌐 Culture ● DEI dashboards ⭐ CORE ● Innovation culture ● Sustainability values ● Gen Z employer
🍩 Doughnut / Conclusion ● Hybrid reduces P3 ● Decent work gap ● Seasonal workers ⭐ CORE ● Net-zero 2030
Critical Enabler
Phase 1 must come first
The digital infrastructure (AI tools, Workday HCM, Digital Twin) is the foundation that every subsequent phase depends on. Without data, you cannot manage people analytics, prove sustainability ROI, or build a SaaS product.
Cultural Prerequisite
Phase 2 unlocks Phase 5
You cannot attract Gen Z talent (Phase 5 academy) into a hierarchical, high-pressure culture. Phase 2's coaching leadership and Masculinity gap closure must be visibly in place before a university partnership makes sense to students.
Strategic Convergence
Phase 5 = all dots connected
RAI 2030 Vision is only achievable after Phase 1 (tech), Phase 2 (culture), Phase 3 (revenue), and Phase 4 (sustainability) are in place. It is not a standalone goal — it is the convergence point of every prior decision.

Sources & References

All academic, industry, primary research, and sources informing this Connecting the Dots report. Primary interviews conducted with RAI Amsterdam professionals are listed separately.

Academic & Theoretical Sources

[1]Bass, B.M. & Avolio, B.J. (1994). Improving Organizational Effectiveness through Transformational Leadership. Sage Publications.
[2]Burns, J.M. (1978). Leadership. Harper & Row, New York.
[3]Davidsson, P. (2015). Entrepreneurial Opportunities and the Entrepreneurship Nexus. Journal of Business Venturing, 30(5), 674–695.
[4]Greenleaf, R.K. (1977). Servant Leadership: A Journey into the Nature of Legitimate Power and Greatness. Paulist Press.
[5]Heifetz, R., Grashow, A. & Linsky, M. (2009). The Practice of Adaptive Leadership. Harvard Business Press.
[6]Hofstede, G. (1980). Culture's Consequences: International Differences in Work-Related Values. Sage Publications.
[7]Hofstede, G. (2001). Culture's Consequences: Comparing Values, Behaviors, Institutions, and Organizations. (2nd ed.). Sage.
[8]Osterwalder, A. & Pigneur, Y. (2010). Business Model Generation. John Wiley & Sons.
[9]Quinn, R.E. (1988). Beyond Rational Management: Mastering the Paradoxes and Competing Demands of High Performance. Jossey-Bass.
[10]Raworth, K. (2017). Doughnut Economics: Seven Ways to Think Like a 21st-Century Economist. Chelsea Green Publishing.
[11]Rockström, J. et al. (2009). A Safe Operating Space for Humanity. Nature, 461, 472–475.

Industry & Organisational Reports

[12]RAI Amsterdam (2023). Annual Report 2022–2023. RAI Amsterdam B.V.
[13]RAI Amsterdam (2024). Sustainability Report 2023–2024: Road to Zero. RAI Amsterdam B.V.
[14]Oxford Economics (2020). The Economic Impact of Meetings & Events: Netherlands. Events Industry Council.
[15]AIPC (Association Internationale des Palais de Congrès) (2023). Global Convention Centres Industry Report.
[16]Gallup (2023). State of the Global Workplace Report. Gallup, Inc.
[17]Deloitte (2025). Global Gen Z & Millennial Survey 2025. Deloitte Insights.
[18]McKinsey & Company (2025). The Future of B2B Events: Hybrid as the New Normal. McKinsey Global Institute.
[19]Amsterdam Economic Board (2024). Amsterdam Metropolitan Region Economic Monitor 2024.
[20]NBTC Holland Marketing (2024). Meetings & Conventions Netherlands: Annual Statistics 2023.
[21]Hofstede Insights (2024). Country Comparison Tool — Netherlands. hofstede-insights.com
[22]European Commission (2025). Corporate Sustainability Reporting Directive (CSRD) — Implementation Guidelines. European Union.
[23]Doughnut Economics Action Lab (2023). The Amsterdam City Doughnut — A Tool for Thriving Cities. DEAL & City of Amsterdam.

Primary Research — Expert Interviews

[I-1]Interview: Job Knook, Senior Sales Manager — GreenTech at RAI Amsterdam. Conducted 2025. Topics: commercial strategy for GreenTech Amsterdam, hybrid event adoption, AI matchmaking tools, sustainability client expectations, future of sustainable trade exhibitions.
[I-2]Interview: Danielle Inostroza, Exhibition Manager — Interclean at RAI Amsterdam. Conducted 2025. Topics: Interclean exhibition operations, visitor flow data utilisation, sustainability standards for exhibitors, hybrid participation, post-COVID operational adaptations, future exhibition format development.
Research Methodology: This report combines primary qualitative research (2 semi-structured expert interviews with named RAI Amsterdam professionals), secondary quantitative data from industry reports and RAI's published annual reports, and theoretical frameworks from academic business administration literature. Economic impact figures are estimates derived from Oxford Economics methodology applied to RAI's publicly disclosed revenue data. Where 2025–2026 data was available, it was prioritised to ensure currency of analysis.
🤖
Windesheim University of Applied Sciences — IB Programme
Generative AI Use Statement
Paragraph 7.5 Compliance
MV
Maria Ignacia Vivanco Riquelme
Student · International Business · Class IB4B · Windesheim University of Applied Sciences
Connecting the Dots Course · Academic Year 2025–2026
GenAI Tool Used
AI
Claude by Anthropic
claude.ai — Conversational AI assistant (Claude Sonnet, 2025–2026)
How GenAI Was Used

The research, analysis, and academic content of this report — including the primary field research (interviews with Job Knook and Danielle Inostroza at RAI Amsterdam), the theoretical framework applications, and all strategic conclusions — were conducted and developed by Maria Ignacia Vivanco Riquelme. The intellectual work, argument construction, and analytical judgements are entirely the student's own.

Claude (Anthropic) was used exclusively to translate this research into the format of an interactive website. Specifically, Claude assisted with: writing and structuring HTML, CSS, and JavaScript code to present the student's research in a visual and interactive web format; formatting text content into the website layout; and designing the interactive elements (timelines, diagrams, charts, flowchart). Claude did not conduct research, generate academic analysis, or produce the intellectual content of the report.

Declaration

I declare that the use of Claude (Anthropic) as described above is in accordance with the Windesheim AI Policy (Besluit 2023-023) and the applicable assessment guidelines. I understand that the academic content of this submission remains my own intellectual work, and that I am responsible for the accuracy, integrity, and originality of all research, analysis, and conclusions presented in this report.