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[Home](/en) 2. Insights The Alice Labs Research Library # AI insights that move organizations forward. Research-backed guides on AI strategy, implementation, AI search (LLMO/GEO), agents, statistics and governance - updated continuously as the AI stack evolves. Editor's Pick ### AI Implementation Guide: The Complete Enterprise Playbook 2026 The complete enterprise AI implementation guide for 2026. Learn the 5-phase framework, avoid the top failure points, and deploy AI that delivers measurable ROI. [Read the guide](/en/insights/ai-implementation-pillar) 402 Articles 15 Topics 90d Review LATEST ## Fresh from the research desk The six most recently published or reviewed articles across the entire library. [ AI Consulting ### Best AI Roadmap Consulting Partners 2026: 15 Ranked 15 best AI roadmap consulting partners 2026: Alice Labs, McKinsey QuantumBlack, BCG X, Bain Vector, Accenture, Deloitte, Capgemini, ML6. Pricing + EU AI Act fit. Read more ](/en/insights/best-ai-roadmap-consulting-partners-2026)[ AI Strategy ### Business Case for AI Strategy Consulting 2026: ROI Framework Board-defensible AI strategy consulting business case for 2026: TCO, NPV, IRR, EU AI Act line items, payback benchmarks, and the 12-month milestone CFOs demand. Read more ](/en/insights/business-case-ai-strategy-consulting-2026)[ AI Consulting ### Best AI Consulting Firms for BPA 2026: 14 Compared 14 best AI consulting firms for business process automation 2026 — Alice Labs, Accenture, IBM, Cognizant, ML6. Pricing, EU AI Act, agentic APA. Read more ](/en/insights/best-ai-consulting-firms-business-process-automation-2026)[ AI Consulting ### Best AI Consulting for Founders 2026: Sales & Support 12 AI consulting picks for founders in 2026 across sales and support automation. Sierra, Decagon, 11x, Relevance AI, Alice Labs. Real pricing, honest stage fit. Read more ](/en/insights/best-ai-consulting-founders-sales-support-automation-2026)[ AI Training & Education ### Best AI Training Companies by Persona 2026 | Alice Labs 12 best AI training companies mapped to CIO, CHRO, CFO and Head of Product buyer roles for 2026. EU AI Act Article 4 fit, pricing, delivery model, region. Read more ](/en/insights/best-ai-training-companies-by-persona-2026)[ AI Consulting ### End-to-End AI Consulting: Strategy to Production | Alice Labs One partner from AI strategy through production build, EU AI Act compliance, and team training. How end-to-end AI consulting closes the 89% pilot-to-production gap. Read more ](/en/insights/end-to-end-ai-consulting) 01 — LEARN ## Foundations & Research Definitions, verified statistics and primer guides — for anyone exploring the AI stack. [ 41 Articles / Featured Cluster ### AI Search & LLMO Get cited by ChatGPT, Perplexity, Claude & Google AI Overviews. Most recent AI Crawlability Consulting: Get Discovered by ChatGPT & Copilot Also new What Is GEO? Generative Engine Optimization Explained ](/en/insights/ai-search)[ 20 Articles ### AI Statistics & Data Verified AI adoption, market & workforce data for 2026. Latest update AI Skills Gap Statistics 2026: Global Shortage Data ](/en/insights/ai-statistics)[ 15 Articles ### AI Tools & Technology LLMs, platforms, vector databases & developer tooling. Latest update Bästa AI-verktyg för svenska företag 2026 | Alice Labs ](/en/insights/ai-tools)[ 10 Articles ### AI in Sweden The Swedish AI landscape — research, policy, industry & talent. Latest update AI Sweden: What It Is & How to Access Sweden's National AI Initiative ](/en/insights/ai-sweden) 02 — PLAN & BUILD ## Strategy, Implementation & Governance Frameworks, roadmaps and playbooks for leaders moving AI from idea to production. [ 51 Articles / Featured Cluster ### AI Agents Agentic AI architecture, frameworks & enterprise use-cases. Most recent Bästa AI-byråer i Sverige 2026: 13 jämförda | Alice Labs Also new Bästa AI-agenter för företag 2026 | Alice Labs ](/en/insights/ai-agents)[ 44 Articles ### AI Strategy Enterprise AI strategy, frameworks, governance & roadmaps. Latest update Business Case for AI Strategy Consulting 2026: ROI Framework ](/en/insights/ai-strategy)[ 38 Articles ### AI Implementation From pilot to production — what works, what fails, and why. Latest update AI Prototype in 2-4 Weeks + 90-Day Retail Pilot (2026) ](/en/insights/ai-implementation)[ 28 Articles ### AI Automation Intelligent automation: workflows, agents & process redesign. Latest update AI Automation Consulting 2026: Pilots to Production | Alice Labs ](/en/insights/ai-automation)[ 25 Articles ### AI for Business Functions AI for sales, marketing, HR, finance, legal & operations. Latest update Top AI Marketing Platforms 2026: 8 Compared | Alice Labs ](/en/insights/ai-functions)[ 21 Articles ### AI Training & Education Upskilling programs for enterprises, executives & teams. Latest update Best AI Training Companies by Persona 2026 | Alice Labs ](/en/insights/ai-training)[ 20 Articles ### AI Governance & Compliance EU AI Act, NIST, ISO 42001 — compliance done right. Latest update EU AI Act Compliance Consulting 2026 | Alice Labs ](/en/insights/ai-governance)[ 18 Articles ### Generative AI GenAI strategy, use-cases, safety & governance. Latest update Vad är generativ AI? Guide för svenska företag 2026 ](/en/insights/generative-ai)[ 14 Articles ### AI for Industries Sector-specific AI playbooks: healthcare, finance, public sector & more. Latest update AI in Financial Services: Risk, Compliance & Customer Use Cases ](/en/insights/ai-industries)[ 13 Articles ### AI SEO AI-assisted SEO at scale — content velocity meets quality. Latest update AI Keyword Research Tools 2026: Find Opportunities Faster ](/en/insights/ai-seo) 03 — ENGAGE ## Hiring & Engagement Models Selection criteria, pricing, RFPs and engagement patterns for teams ready to act. [ 44 Articles / Featured Cluster ### AI Consulting How to choose, budget for, and get value from AI consulting. Most recent Best AI Roadmap Consulting Partners 2026: 15 Ranked Also new Best AI Consulting Firms for BPA 2026: 14 Compared ](/en/insights/ai-consulting) Editorial principles #### Why this library is worth your time. [Work with Alice Labs](/en#contact) Primary sources Every statistic is linked to Eurostat, OECD, Stanford HAI or peer-reviewed research. Written by operators Authored by Alice Labs founders and practitioners who implement this work daily. ### Alice Labs AB AI Automation & Creative Solutions in an AI Wonderland Org.nr: 559443-5470 Hammarbybacken 27 120 30 Stockholm, Sweden [+46 73 415 74 76](tel:+46734157476) [alice@alicelabs.ai](mailto:alice@alicelabs.ai) [LinkedIn →](https://se.linkedin.com/company/alicelabsai)[Google →](https://www.google.com/search?q=Alice+Labs+Stockholm+AI) #### Services [AI Training](/en/ai-training)[AI Consulting](/en/ai-consulting)[AI Automation](/en/ai-automation)[AI SEO](/en/ai-seo)[AI Agents](/en/ai-agents)[AI Search](/en/ai-search) #### Research & Insights [All insights →](/en/insights)[AI Search & LLMO](/en/insights/ai-search)[AI Strategy](/en/insights/ai-strategy)[AI Implementation](/en/insights/ai-implementation)[AI Agents](/en/insights/ai-agents)[AI Statistics](/en/insights/ai-statistics)[AI for Industries](/en/insights/ai-industries) #### Quick links [All industries →](/en/industries)[All functions →](/en/function)[AI Agency](/en/ai-agency)[What we do](/en#welcome)[About Alice](/en/about)[Case](/en#cases)[Contact](/en#email-form) #### AI Strategy [Enterprise AI Strategy](/en/enterprise-ai-strategy)[Generative AI Strategy](/en/generative-ai-strategy)[AI Data Strategy](/en/ai-data-strategy)[AI Go-To-Market Strategy](/en/ai-go-to-market-strategy)[AI Content Strategy](/en/ai-content-strategy) #### AI Implementation [AI Implementation Consultant](/en/ai-implementation-consultant)[AI Implementation Partner](/en/ai-implementation-partner)[Done-For-You AI](/en/done-for-you-ai-implementation)[Enterprise AI Consulting](/en/enterprise-ai-consulting)[AI Consulting Europe](/en/ai-consulting-europe)[Conversational AI Consulting](/en/conversational-ai-consulting) © 2026 Alice Labs. 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