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All reports are based on public data sources and designed to be transparent and citable – though we recommend verifying critical claims independently." } }, { "@type": "Question", "name": "How do I cite an Alice Labs report?", "acceptedAnswer": { "@type": "Answer", "text": "Each report includes an automated citation section with APA and BibTeX formats. Simply copy the citation directly from the report page. All reports include DOI-style versioning for precise referencing." } }, { "@type": "Question", "name": "Are the datasets publicly available?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. We publish machine-readable scoreboards (CSV/JSON) alongside each report. Download links are available in the Scoreboard section of each report. Our commitment is to full transparency and reproducibility." } }, { "@type": "Question", "name": "How often are reports updated?", "acceptedAnswer": { "@type": "Answer", "text": "Major reports like 'State of AI in Sweden' are published annually with version updates as significant new data becomes available. Industry-specific reports follow sector cycles and regulatory changes." } }, { "@type": "Question", "name": "Can I use the data in my own research?", "acceptedAnswer": { "@type": "Answer", "text": "Absolutely. All Alice Labs reports are published under open principles. We encourage academic citations, journalistic use, and derivative analysis. Please attribute 'Alice Labs Research' as the source." } }, { "@type": "Question", "name": "What makes Alice Labs reports different?", "acceptedAnswer": { "@type": "Answer", "text": "Three principles: (1) Reproducibility – every claim links to a public source, (2) Machine-readability – structured data tables for programmatic access, (3) Permanence – reports are versioned and never deleted, ensuring citation stability." } } ] }, { "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://alicelabs.ai" }, { "@type": "ListItem", "position": 2, "name": "Reports", "item": "https://alicelabs.ai/reports" } ] } ] } ] --- [Alice Labs](/en/) Services [ What we do ](/#welcome)[ About Alice ](/#who-we-are)[ Case ](/en/case)[ Insights ](/en/insights)[ Contact ](/#email-form) [Home](/en)/ Reports Research Hub Open Data Updated Apr 23, 2026 # AI Research & Reports Open-access AI research covering government readiness, enterprise adoption, and public-sector procurement. 16 reports, 192 key findings, 212k+ words of analysis. Alice Labs Research is an experimental initiative using AI models to analyze public data, synthesize insights, and publish open-methodology reports. Every claim links to sources, every dataset is downloadable, every finding is reproducible. Experimental AI Research (Beta): This is an ongoing project exploring AI-powered research and analysis. While we cite all sources and strive for accuracy, errors may occur — please verify critical data points independently. 16 Reports 192 Key Findings 212k+ Words Free Open Access ## Featured Report [ Global April 2026 • v1.0 • 63 min read • 12 key findings ### AI Automation ROI Benchmark Report 2026 Public-source benchmark of AI automation ROI, productivity gains, hours saved, cost avoidance, cycle-time reduction, and enterprise financial impact for CFOs Citation-grade AI automation ROI benchmark showing why workflow-level AI value is real but enterprise ROI remains uneven. Covers 47 public benchmark metrics, field-study productivity gains, customer support ROI, HR automation, finance automation, coding productivity, hours saved, cost avoidance, CFO measurement framework, CSV/JSON downloads, FAQ, and citation-ready claims. 8 countries 47 indicators Read the full report ](/reports/ai-automation-roi-benchmark-2026) All (16)Global11 Sweden3 Nordic2 Newest first Oldest first Longest first [ Global • Apr 2026 • v1.0 • 63 min read ### Enterprise AI Operating Model Report 2026 Citation-grade enterprise AI operating model report showing why large organizations are converging on federated hub-and-spoke governance with centralized guardrails. Covers 15 public enterprise cases, 80 sources, decision-rights matrix, AI literacy, third-party AI governance, maturity model, CSV/JSON downloads, FAQ, and citation-ready claims. 12 findings 8 countries 15 indicators Read report ](/reports/enterprise-ai-operating-model-2026)[ Nordic • Apr 2026 • v1.0 • 63 min read ### Nordic AI Talent Pipeline Report 2026 Citation-grade Nordic AI talent and education pipeline report showing why the region's AI capacity is credible but unevenly observable: Sweden has the broadest visible research base and 8.6% ICT-specialist employment, Denmark leads enterprise AI adoption at 42.0%, Finland combines FCAI, ELLIS, Elements of AI and LUMI, Norway is scaling through NOK 1B and six AI centres, and Iceland is an agile small-state case. Includes CSV/JSON downloads, charts, citation-ready claims, and FAQ. 12 findings 5 countries 27 indicators Read report ](/reports/nordic-ai-talent-education-pipeline-2026)[ Nordic • Apr 2026 • v1.0 • 60 min read ### Nordic AI Competitiveness Index 2026 Citation-grade Nordic AI benchmark showing why there is no single regional winner: Denmark leads enterprise AI adoption (42.03%), Norway leads government readiness (#10 globally), Finland leads per-capita AI vibrancy (20.49), Sweden leads the Oxford infrastructure pillar, and Iceland is a small-system reformer with under-measured momentum. Includes CSV/JSON downloads, citation-ready claims, charts, and country profiles. 12 findings 5 countries 47 indicators Read report ](/reports/nordic-ai-competitiveness-index-2026)[ Global • Apr 2026 • v1.0 • 53 min read ### EU AI Enforcement and Regulatory Case Database 2026 Public-source observatory of 27 EU AI enforcement case rows and 80 sources across GDPR enforcement, Clearview biometric fines, Italy GenAI actions, SCHUFA and Dun & Bradstreet CJEU rulings, algorithmic management, public-sector AI, consumer protection, and competition law. Includes CSV/JSON downloads, citation-ready claim blocks, and AI Act enforcement context. 12 findings 8 countries 27 indicators Read report ](/reports/eu-ai-enforcement-regulatory-case-database)[ Global • Apr 2026 • v1.0 • 78 min read ### EU AI Infrastructure and Compute Capacity Report 2026 Citation-grade assessment of the EU's AI compute stack: 6 AWS / 13 Azure / 11 GCP EU regions, 19 EuroHPC AI Factories (14 supercomputers, 10 quantum, EUR 7 bn budget), AI Gigafactory consultation (76 EOIs, 16 member states, 60 sites), FLAP-D 3.6 GW live capacity, sovereign-cloud GA across hyperscalers, NIS2/DORA/Data Act/AI Act compliance grid. 80 sources, 32 indicators. 12 findings 27 countries 32 indicators Read report ](/reports/eu-ai-infrastructure-compute-capacity-2026)[ Global • Apr 2026 • v1.0 • 75 min read ### EU AI Investment and Startup Landscape 2026 Maps the European AI ecosystem across 5 layers: enterprise adoption (20%, up from 13.5%), startup density, AI VC (USD 15.8 bn EU27 = 6% global vs 75% US), scale-stage financing, and public infrastructure (19 AI Factories, EUR 200 bn InvestAI). 80 sources, 30-indicator scoreboard, 8 country snapshots (FR, DE, NL, ES, PL, EE, SE, BE), Apply AI sectors. 12 findings 27 countries 30 indicators Read report ](/reports/eu-ai-investment-startup-landscape-2026)[ Global • Apr 2026 • v1.0.1 • 75 min read ### EU AI Act Implementation Tracker 2026 Implementation map of Regulation (EU) 2024/1689 — countdown to 2 Aug 2026. 10/27 member states with advanced public evidence (IE, ES, LT, FI, FR, DE, NL, PL, CY, IT). 80 sources, 25-indicator scoreboard, sandbox tracker, AI Office guidance, GPAI Code of Practice, FRIA, Article 4 & 50 obligations. 12 findings 27 countries 25 indicators Read report ](/reports/eu-ai-act-implementation-tracker-2026)[ Global • Apr 2026 • v1.0 • 70 min read ### Global AI Productivity Impact Report 2026 Public-source desk research on measurable AI productivity gains. +14% customer support, +26% developer tasks, +4% EU firm productivity. 26 indicators from BLS, Eurostat, OECD, IMF, NBER, BIS, MIT, HBS. Macro estimates +0.07pp to +1.3pp/yr. 12 findings 9 countries 26 indicators Read report ](/reports/global-ai-productivity-impact-report-2026)[ Global • Apr 2026 • v1.1 • 65 min read ### Global AI Talent & Compensation Index 2026 Benchmark AI labor demand and compensation across 9+ countries using official wage statistics. US median $112,590, Canada CAD 46.15/h, Singapore SGD 8,992/m. 80 sources, 26-indicator dataset, EU AI Act + Pay Transparency Directive coverage. 12 findings 9 countries 26 indicators Read report ](/reports/global-ai-talent-compensation-index-2026)[ Global • Feb 2026 • v1.0 • 80 min read ### Global AI Governance & Risk Readiness Report 2026 Evidence-based map of 2026 AI governance laws, standards, and readiness controls — EU AI Act timelines, US policy shifts, China rules, ISO 42001, 5-level maturity model, 85 public sources. For boards & compliance. 12 findings 9 countries 20 indicators Read report ](/reports/global-ai-governance-risk-readiness-2026)[ Global • Feb 2026 • v1.2 • 70 min read ### Global Public Sector AI Index 2026 Reproducible benchmarking framework for public-sector AI maturity — EGDI 0.6382, GTMI 0.589, Oxford AI Readiness across 195 countries. 17 core indicators, governance mapping, 3 scenarios for 2026–2028. 15 findings 195 countries 17 indicators Read report ](/reports/global-public-sector-ai-index-2026)[ Global • Feb 2026 • v1.0 • 70 min read ### Global AI Adoption Index 2026 Reproducible, cross-geography benchmark with 15 core indicators from 5 official statistical systems. EU at 19.95%, OECD at 20.2%, 38-point SME gap, 70.9% skills barrier. Machine-readable dataset (GAIAI-CI v1.0). 15 findings 37 countries 15 indicators Read report ](/reports/global-ai-adoption-index-2026)[ Sweden • Feb 2026 • v1.0 • 75 min read ### Public Sector AI Procurement Atlas – Sweden 2026 Comprehensive mapping of 250+ AI contracts (2016–2025) worth SEK 1.3 billion across Swedish municipalities, regions, and agencies. Case studies, vendor landscape, governance gaps, and 2028 outlook. 10 findings 12 indicators Read report ](/reports/public-sector-ai-procurement-sweden-2026)[ Sweden • Feb 2026 • v1.0 • 60 min read ### GenAI Adoption Index – Sweden 2026 Data-driven analysis of GenAI adoption across Swedish enterprises, public sector, and the general population. Scoreboard, barriers, governance, international comparison, and 30/60/90-day recommendations. 10 findings 10 indicators Read report ](/reports/genai-adoption-index-sweden-2026)[ Sweden • Feb 2026 • v1.0 • 43 min read ### State of AI in Sweden 2026 Comprehensive analysis of AI adoption, policy, startups, public sector, and infrastructure in Sweden based on public data sources. 10 findings 10 indicators Read report ](/reports/state-of-ai-sweden-2026) ## Frequently Asked Questions ### What is Alice Labs Research? Alice Labs Research is an experimental initiative where we use AI models to produce data-driven, reproducible reports on technology, business, and society. All reports are based on public data sources and designed to be transparent and citable – though we recommend verifying critical claims independently. ### How do I cite an Alice Labs report? Each report includes an automated citation section with APA and BibTeX formats. Simply copy the citation directly from the report page. 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