Volvo Group — Guide to Learn | Global Learning Ecosystem

EXECUTIVE PRESENTATION * VOLVO GROUP Guide to Learn — Global Learning Ecosystem SLIDE MATRIX 01 / 09 e KEYNOTE PILLAR 01 O STRATEGIC DIRECTION EXECUTIVE VISION 2025-2027 Connecting Volvo Group globallythrough learning. Architecting an intelligent, interconnected global learning infrastructure. Guide to Learn collapses regional silos, delivering contextual mastery across plants, tech hubs, and commercial centers at industrial scale. Unified Enterprise Strategy Single sovereign pipeline aligning 12 autonomous business divisions. High-Precision Field Velocity Real-time instructional delivery directly to engineering assembly GLOBAL SYNCHRONIZED NETWORK Volvo Live Knowledge Grid O VOLVO GROUP GLOBAL NETWORK GLOBAL REACH: 190+ MARKETS Gothenburg HO ODE/ LAT 57.7N Americas H GREENSBORO b GUIDE TO LEARN // CORE • SYNC ACTIVE: 99.98% • TOKYO LYON CURITIBA O GUIDE TO LEARN ARCHITECTURAL CORE GLOBAL UPTIME 99.99% Real-time edge sync GLOBAL LEARNERS 104,000+ Connected profiles Bangalore —TECH EXPANSION LOCAL HUBS 48 Campuses Synchronized daily GLOBAL ROLLOUT READINESS Stage 1 Active 1. VISION lines. UNIVERSAL TAXONOMY Harmonized skills index across all 2. DIGITAL ECOSYSTEM SUB-SECOND DELIVERY Instant micro-module accessibility . SOVEREIGN COMPLIANCE Automated certification tracing in 3. SECURITY 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem SLIDE 02 / PILLAR 11 DIGITAL ARCHITECTURE & IDENTITY Integrated Learning Platform Unified single-sign-on access orchestrating enterprise learning repositories, accredited tech paths, and SLIDE MATRIX 01 / 09 SSO GATEWAY HEALTH •99.98% DAILY SYNCED AUTH 84,210+ Volvo Group operational SOPs. @ Navigator PRIMARY LMS Enterprise Compliance & Governance Volvo core regulatory curriculum, occupational safety certifications, and standardized plant operating guidelines. @ ENTERPRISE SYNC MESH VOLVO SSO Federated ID SCIM 2.0 Provisioning < > Pluralsight ENGINEERING Developer & Systems Architecture Advanced embedded systems, battery tech frameworks, telemetry codebases, and autonomous drivetrain labs. [2 Active Users: 104.2k REST API Synced Role IQ Skill Assessments: 19.4k SharePoint Ecosystem Volvo Group Operational SOPS SkilllQ Synced PROPRIETARY Udemy Business ON-DEMAND Leadership & Multidisciplinary Skills Over 24,000 curated professional tracks spanning global logistics, executive strategy, automation, and agile operations. Completed Courses: 42.8k/mo SAML 2.0 Auth @ Centralized engineering blueprints, plant assembly protocols, global service bulletins, and safety documentation. Indexed Repositories: 32,400+ ENTERPRISE INTEROPERABILITY Graph Search Synced Microsoft Learn CLOUD SUITE Azure, DevOps & Power Platform Direct skill validations in Azure Cloud solutions, enterprise big data engineering, and modern automated workplace stacks. GLOBAL ACTIVE REACH Enterprise Core 100,000+ Profiles 94% Integrated Single Pass Certifications Issued: 6,810 Azure AD Native O @ ISO/IEC 27001 CERTIFIED ACCESS PROTOCOL CENTRAL EXPERIENCE API (XAPI) LRS STREAMING Zero Friction Learning Hub Single employee profile preserves certificates, badges, and compliance universally. VOLVO GROUP DIGITAL ACADEMY • QI 2025 Review 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem ARCHITECTURE PILLAR 03 • DEFENSE-IN-DEPTH FRAMEWORK Robust Security & User Management Zero-trust enterprise identity and role-based data governance powering compliant global capability development. DOMAIN PILLAR Data & Content End-to-end protection for proprietary industrial engineering documentation and training modules. @ AES-256 encrypted transit & rest @ Proprietary IP watermarking Automated compliance filtering TLS 1.3 SECURE • ASSIST / AI.CORE ENGINE Autonomous Policy Arbitration Continuous identity attestation, automated threat telemetry, and real- time behavioral heuristics safeguarding Volvo engineering repositories, CLASSIFICATION @ Restricted / Internal CORE ENCRYPTION 4096 bit RSA Tier 4 Oms DRIFT TARGET 100% FIPS 140-3 HARDWARE HSM AUTH INFRASTRUCTURE UPTIME MULTI-TIER MFA ENFORCEMENT 100% AUDIT DEPTH < 60s AUTO DE-PROVISIONING CYCLE SLIDE MATRIX 01 / 09 @ ZERO TRUST STANDARD ISO 27001 & SOC2 Type II Certified DOMAIN PILLAR t) Identity & Governance Seamless global sign-on powered by synchronized corporate credentials across all group entities. @ Azure Active Directory SSO @ Contextual Multi-tier MFA SCIM dynamic user sync DOMAIN PILLAR RBAC & Audit Logs Granular entitlement hierarchies paired with immutable audit trails across global subsidiaries. Role-based authorization GDPR/Schrems II compliant Automated de-provisioning 365d IMMUTABLE SIEM LOG RETENTI.„ 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem SLIDE MATRIX 01 / 09 SECTION 04 • EXECUTIVE OPERATIONAL REVIEW • 02 Telemetry Data Onboarding & Core Metrics 8 IT Infrastructure Specialist Monitoring HIGH AVAILABILITY TELEMETRY & ECOSYSTEM SLA Accelerating time-to-productivity for new talent and tracking training impact across international sites. • LIVE PIPELINE Operational Training Metrics Analysis @ GLOBAL CERTIFIED COHORT PRODUCTIVITY TRAJECTORY & RIGOR SERVER RESPONSE 24 ms avg -4.1ms vs QI ACTIVE CONCURRENT 32,840 Peak Load Nominal COMPLETION RATE BENCHMARK 94.2% +6.8% YoY TIME TO CERTIFICATION Curriculum Compression DEPARTMENT READINESS INDEX DEPLOYMENT PIPELINE LATENCY Zero Failure -35% Days Reduced Aggregate; 91.4 (24H) Sync cycle: 3m 14s • LMS Gateway: 99.99% GLOBAL ADOPTION Threshold 100% Validated Builds TLS 1.3 END-TO-END Manufacturing & Assembly Operations Powertrain & Battery Electrification Digital Engineering & Connected Fleet 96% 91% 88% REAL-TIME CORE Gothenburg Central Cluster API Microservices: Nominal TIME TO PROFICIENCY Days Down from 28d Target: Surpassed Curricula Standard: v3.4 Global Audit: Certified Pass VERIFIED ISO 29993 Median Ramp 88 +14% QoQ 3. SECURITY Active 38 Business Units ENGAGEMENT SCORE 1 5.0 0 96.4% Positive 1. VISION 2. DIGITAL ECOSYSTEM 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 142k* Surveys 7. TRACKING CERTIFIED ENGINEERS 14,200 @Accredited 8. STRATEGIC ROADMAP Cross-Platform 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem SLIDE 05 // GLOBAL EXPANSION Enterprise Learning Velocity SLIDE MATRIX 01 / 09 e ACTIVE PRODUCTION CLUSTER 100k+ Cataloged Assets MULTI-DOMAIN End-to-end curriculum spanning vehicle engineering, line operations, supply chain logistics, and cloud software engineering. @ MILESTONE BENCHMARK ACHIEVED ACHIEVING UNPRECEDENTED SCALE 100,000+ ACTIVE OBJECTS & LEARNING ASSETS Engineered to systematically synchronize global workforce proficiency, our distributed learning architecture delivers industrial- grade operational content at real-time speeds to every production 48,000+ Technical Micro-Modules JUST-IN-TIME Bite-sized diagnostic and assembly simulations directly accessible at workstation terminals and factory-floor tablets. Distributed Global Edge CDN ZERO-LATENCY Localized video caching nodes across Volvo plants in Europe, Americas, and APAC to guarantee instantaneous playback during shifts. Native Localization in 24 Languages GLOBAL REACH A1-assisted contextual translation ensuring technical terminology consistency across manufacturing divisions worldwide. corridor worldwide. 24 GLOBAL LANGUAGES 481<+ INTERACTIVE MODULES <15ms EDGE CDN LATENCY Elastic Cloud Orchestration 99.99% SLA High-throughput architecture provisioned to absorb peak concurrent certification surges of 50,000+ simultaneous engineers without contention. ARCHITECTURE: Kubernetes / Akamai Edge STORAGE TIER: Encrypted sa Mufti-Region COMPLIANCE: ISO 27001 & TISAX GUIDE TO LEARN SYSTEM CORE > 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem MODULE 06 // GLOBAL TALENT • WORKFORCE ENABLEMENT Workforce Enablement — People & Engines Bridging specialized manufacturing craft with cutting-edge heavy powertrain engineering across 100,000+ global personnel, STAGE 01 New Hires Onboarding Rapid acclimatization framework compressing time-to-productivity across assembly plants and hubs. @ Structured 90-Day Accelerated Path Modular milestones with scheduled technical mentor check-ins. Global Culture Immersion Scandinavian ergonomic values and cross-site collaboration. @ Shopfloor Safety Standards Zero-harm certified factory protocols and cleanroom safety. STAGE 02 Volvo Engine Expertise Dual-track mastery spanning legendary internal combustion engines to next-gen zero-emission platforms. Heavy Commercial Engines D13 & D17 powertrain precision tolerances and dyno tuning. Combustion Refinement Bio-fuel, hydrogen combustion, and Euro 7 thermal effciency. Battery Electric Architecture 800V high-voltage inverters, e- axles & megawatt charging. COMPLETION VELOCITY +34 % S Benchmark 78% Retrained STAGE 03 Detailed Technical Content Interactive blueprints, exploded engineering schematics, and interactive real-time 3D assemblies. CAD Assembly Schematics Direct PLM integration with interactive Catia 3D models. Component Teardown Guides Step-by-step augmented reality torque and assembly verification. Digital Twin Simulations Hardware-in-the-loop virtual diagnostics before factory trials. CAD ASSET LIBRARY 14,200+ Assemblies SLIDE MATRIX 01 / 09 READINESS INDEX 94.8% Operational STAGE 04 Career Development Path Transparent progression pathways uniting production line technicians with advanced powertrain engineering. Continuous Skill Laddering Targeted micro-credentials tied to compensation bands. Master Craftsman Certification Rigorous guild-level recognition for powertrain specialists. Leadership Succession Direct feeder pipeline into plant director and shift head roles. INTERNAL PROMOTION Direct Placed GLOBAL OPERATIONS SYNCED: EV PLATFORM SHIFT Gothenburg (HQ) Curitiba C) Hagerstown 5. SCALE (IOOK+) Lyon Ageo ECOSYSTEM MESH ACTIVE DRILLDOWN MATRIX -5 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem SLIDE 07 // ECOSYSTEM ANALYTICS • LIVE TELEMETRY INGESTION Real-time Performance Tracking Live telemetry and analytics monitoring global enterprise learning effciency across Volvo Group SLIDE MATRIX 01 / 09 ACTIVE STREAM RATE 14, 308 evt/s operations. CONSOLE // VG-GLOBAL-STREAM.XAPI.SYS Æ SYNCHRONIZED (UTC) 99.98% SLO STREAMING ARCHITECTURE Telemetry API Pipeline XAPI 2.0 GLOBAL ACTIVE LEARNERS 48,920 AVG COMPLETION VELOCITY 21.4 min -18% time PLANT CERTIFICATION INDEX 96.8% OPT Automated real-time event emission capturing micro-learning interactions, simulator completions, and mechanical safety checkpoints with sub-50ms latency. THROUGHPUT & RETENTION CURVES (24H WINDOW) — EMEA Plants — Americas — APAC Assembly @STABLE Event-Driven Kafka PubSub HIERARCHICAL DRILL-DOWN Executive Reporting GDPR & Works Council Safe o-C1ick Bl Instant cross-tier drill downs spanning from Group Executive Board summaries down to divisional plant operations, workstation cells, and specialized robotics lines. VPDI Synced to Power BI & Azure Fabric TIMEZONE SATURATION Gothenburg (HG & R&D) Curitiba Assembly UTC+I PEAK 74% QUIZ RETENTION MATRIX MACHINE LEARNING MODEL Predictive Competency Gaps 90d Forecast High retention on EV Powertrain & Hydraulic Protocols Automated heuristic warning systems flagging impending critical technician shortages 90 days before new electric and autonomous Hardware Orchestration Layer CONNECTED Dual telemetry edge nodes deployed across 18 manufacturing hubs and assembly centers. chassis platform changeovers. Risk Mitigation Action: Automated Pathway Assignment SYSTEM: GUIDE TO LEARN DATA LAKE SOURCE: 12 GLOBAL PRODUCTION FACILITIES ALL TELEMETRY SERVICES ONLINE NODE ID: ACTIVE VG-G2L-LIVE-7 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem • SECTION 08 // ENTERPRISE MULTI-YEAR VECTOR Strategic Roadmap: Guide to Learn Evolution Milestones guiding Volvo Group toward full autonomous A1-driven learning across manufacturing, logistics, and corporate operations worldwide. SLIDE MATRIX 01 / 09 PROGRESSION VELOCITY On Target • FY24-FY27 • VOLVO FH ELECTRIC TRUCK FLEET TARGET ARCHITECTURE tn EXECUTION TRAJECTORY O 04 2024 Release PHASE 1 • CORE LAUNCH Module 1 Launch Active Pilot o 02 2025 Release 2 PHASE 2 • EXPANSION Global Rollout Scheduled PHASE 3 • FULL INTEGRATION FH Electric Vector O TARGET 2027A Autonomous A1 Strategic Vision LMS consolidation, corporate single sign-on federation, and deployment to 10 tier-I Full multinational deployment across all continents, including Volvo Trucks, Bus, Penta, and external dealer networks. Global Reach Partner Portal Mufti-Lang uage A1-Driven Ecosystem Cognitive personalized copilots, predictive skill graph mapping, immersive VR/AR digital twins for manufacturing plants. SSO Federation 10 Sites Live TOTAL CAPITALIZED BUDGET €42.5M Enacted Central Catalogs production line training. Skill Graph A1 VR Twin Labs Autonomous Paths TARGET WORKFORCES 140,000+ Enrolled o. 5. SCALE (IOOK+) PLANT INTEGRATION 68 Production Hubs 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 6. WORKFORCE 7. TRACKING NEXT GOVERNANCE REVIEW Nov 14, 2024 8. STRATEGIC ROADMAP 9. FUTURE READY.

EXECUTIVE PRESENTATION VOLVO GROUP Guide to Learn — Global Learning Ecosystem SLIDE 09 / 09 • STRATEGIC CONCLUSION • HUMAN CAPITAL & FUTURE CAPABILITIES Future-Ready Team — Guide to Learn Empowering the innovators shaping the future of sustainable transport across global engineering, manufacturing, and operational fronts. SLIDE MATRIX 01 / 09 ECOSYSTEM READINESS IMPACT 98.4% CORE COMPETENCY RETENTION GLOBAL ECOSYSTEM Volvo Group Executive FY 25 Baseline 100k+ CERTIFIED ACTIVE ENGINEERS Electrification & Autonomous Upskilling Path 84% on Target 1 CROSS-FUNCTIONAL LEADERSHIP Global Architecture & Delivery Council Academy Directors • Learning Architects • Field Specialists • Cloud DevOps 19 Global Hubs STAGE l: DIGITAL CORE STAGE II: BATTERY TECH STAGE Ill: SOFTWARE DEF. FUNCTIONAL OPERATING BOARD Global Learning Council Volvo Group Human Resources & Tech Academy Digital Infrastructure Core Group Digital & IT Platforms Engineering 99 EXECUTIVE DECLARATION Governance Security & Ops 01 02 Continuous Curiosity Micro-learning cycles woven directly into engineering shifts and daily production workflows. Industrial Precision Zero-compromise compliance, automated battery assembly safety, and high-voltage standards. 03 One Volvo Mindset Peer-to-peer mentoring linking assembly plants in Curitiba, Tuve, Hagerstown, and Ageo. "Driving our industry transformation with human talent, technological excellence, and collaborative mastery." EXECUTIVE BOARD Gothenburg, Sweden Conclude Session @ Executive Presentation Deck Complete (9 / 9) Guide to Learn Ecosystem Architecture 2025-2027 1. VISION 2. DIGITAL ECOSYSTEM 3. SECURITY 4. METRICS 5. SCALE (IOOK+) 6. WORKFORCE 7. TRACKING 8. STRATEGIC ROADMAP 9. FUTURE READY.