Frameworks & Roadmaps
14 articles
Enterprise AI Strategy: 6-Step Framework for 2026
A practical 6-step framework to build an enterprise AI strategy in 2026. Covers readiness, use case prioritization, governance, pilots, scale & ROI - with EU AI Act alignment.
Apr 2026
Build vs Buy AI: Decision Framework for 2026
Build custom AI or buy API/SaaS? Side-by-side comparison across 12 dimensions - cost, time, IP, privacy, moat - with a practical decision framework.
Apr 2026
AI Readiness Assessment: 15-Question Scorecard (5 Dimensions)
Assess your AI readiness across Strategy, Data, Talent, Technology, Governance. The Alice Labs 15-question scorecard plus a 30/60/90-day plan from score to action.
May 2026
AI Maturity Model: The 5 Alice Labs Levels (Experiment → AI-Native)
AI maturity model with 5 levels: Experimentation → Validation → Operationalization → Scaling → AI-Native. Where Nordic enterprises sit, timeline + investment per level.
May 2026
How to Get Board Buy-In for AI Investment: 5-Slide Briefing
C-suite AI investment briefing: 5-slide structure, ROI proof from real Alice Labs cases, RAND's #1 failure cause, EU AI Act board obligations, 30-day path to approval.
May 2026
AI Strategy Roadmap: 30/60/90 Day Plan (Alice Labs Methodology)
From AI Readiness Assessment to first measurable ROI in 90 days. The Alice Labs 30/60/90 methodology - median 14 weeks pilot-to-production from 100+ Nordic engagements.
May 2026
AI Strategy Template: The 10-Section Alice Labs Roadmap (2026)
Walkthrough of the 10-section Alice Labs AI Strategy Template, refined across 100+ Nordic enterprise engagements. 14-week median pilot-to-production benchmark.
May 2026
AI Change Management: Leading Your Organization Through AI Adoption
AI change management determines whether your AI adoption succeeds or stalls. Learn the 5-step framework used in 100+ enterprise implementations.
May 2026
AI Center of Excellence: 2026 Guide, Structure & Governance
AI Center of Excellence guide: 5 operating models, 12 core functions, 4-phase roadmap, KPIs and EU AI Act governance. Updated August 2026.
May 2026
AI Use Case Prioritization: How to Pick the Projects That Matter
Learn how to prioritize AI use cases using a proven scoring framework. Pick projects that deliver real business value - not just technical novelty.
May 2026
How to Build an AI Business Case: Template & Executive Presentation
Learn how to build an AI business case in 6 steps - with a proven template, ROI framework, and executive presentation structure that gets board approval.
May 2026
AI Vendor Selection Framework: Evaluate, Score & Choose Confidently
A proven AI vendor selection framework: 7 steps to define requirements, score vendors, run RFPs, and choose confidently. Avoid costly mistakes from day one.
May 2026
Scaling AI Across the Enterprise: From Pilot to 100+ Use Cases
Most enterprises stall at 1-3 AI pilots. Learn the proven framework for scaling AI enterprise-wide to 100+ use cases - with governance, data, and ROI built in.
May 2026
From AI Pilot to Production: Why 70% Get Stuck & How to Move Fast
70% of AI pilots never reach production. Learn the 6-step framework to move your AI POC to production fast - with real enterprise examples from Alice Labs.
May 2026
By Company Size
4 articles
Enterprise AI Strategy: Fortune 500 Playbook for 2026
Enterprise AI strategy at scale: federated AI CoE, multi-region governance, EU AI Act Annex III, 5 pitfalls per RAND, Alice Labs Implementation Index methodology.
May 2026
AI Strategy for SMEs: Practical Guide Under €100K (2026)
AI strategy for small and mid-market companies: 3-use-case approach, buy-vs-build for SMEs, Eurostat 3-4× SMB gap, EU AI Act, Ljusgårda 2.5M SEK proof case.
May 2026
AI Strategy for Startups: Move Fast, Build Smart & Stay Lean
Discover how to craft an AI strategy for startups that moves fast, builds smart, and stays lean. Learn key steps and insights.
May 2026
AI Strategy for Mid-Market Companies: Practical Guide for 2026
AI strategy for mid-market companies in 2026: 80% of midsize firms plan to increase AI investment. Get a practical roadmap for 50–500 employee organizations.
May 2026
By Industry
9 articles
AI Strategy for Financial Services: Risk, Compliance & Growth (2026)
AI strategy for banks, insurance, asset management. EU AI Act Annex III for credit + insurance, DORA from Jan 2025, NIST AI RMF, top 6 use cases.
May 2026
AI Strategy for Retail: Personalization, Inventory & Customer Experience
Build a winning AI strategy for retail: personalization, inventory optimization & CX. Backed by McKinsey & Deloitte data. Practical roadmap inside.
May 2026
AI Strategy for Public Sector: Government & Municipal AI Adoption
Build an effective AI strategy for public sector organizations. Frameworks, governance models, and real implementation lessons from government AI adoption.
May 2026
AI Strategy for Energy & Utilities: Grid, Operations & Sustainability
Build a winning AI strategy for the energy sector. Grid optimization, predictive maintenance, renewable forecasting - backed by IEA, DOE & Deloitte data.
May 2026
AI Strategy for Healthcare: Regulation, Use Cases & Implementation
Build a compliant AI strategy for healthcare: regulation, proven use cases, and a step-by-step roadmap for hospitals and health systems. Updated 2025.
May 2026
AI Strategy for Manufacturing: Smart Factory & Operations Roadmap
Build a winning AI strategy for manufacturing in 2025. Roadmap covering smart factory use cases, ROI priorities, and Industry 4.0 implementation steps.
May 2026
AI Strategy for Law Firms: Productivity, Research & Client Service
Build a winning AI strategy for your law firm. Learn how 70% of legal professionals now use AI—and how to turn that into a competitive roadmap. Updated 2026.
May 2026
AI Strategy for Logistics: Route Optimization, Forecasting & Last Mile
Build a winning AI strategy for logistics: route optimization, demand forecasting, last-mile delivery & supply chain resilience. Practical roadmap inside.
May 2026
AI Strategy for Media Companies: Content, Audience & Monetization
AI strategy for media companies: how to use AI across content production, audience personalization, and ad revenue. Data-backed framework for publishers.
May 2026
Key Concepts
9 articles
What Is AI Strategy? Definition, Components & 6-Step Framework
AI strategy is a multi-year plan aligning AI investment with business outcomes. 6 components, the Alice Labs 6-step framework, and why 74% of GenAI value doesn't land.
May 2026
What Is AI Governance? Frameworks & Compliance (2026)
AI governance covers policy, process, and tooling for responsible AI. EU AI Act, NIST AI RMF, ISO 42001, OECD principles compared - with Alice Labs methodology.
May 2026
What Is Shadow AI? Risks, Examples & How to Manage It
Shadow AI = unsanctioned AI use bypassing IT and governance. 5 risk categories, Samsung 2023 incident, EU AI Act + GDPR implications, audit methodology.
May 2026
What Is AI ROI? How to Measure Return on AI Investment (2026)
AI ROI = (net benefit / total cost) × 100. Cost vs benefit components, the 74% BCG/MIT value gap, real Alice Labs ROI cases (Ljusgårda 83%, Media +2,092%).
May 2026
AI Operating Model: How to Structure Your Organization for AI at Scale
Learn how to build an AI operating model that scales. Covers org structures, team design, governance, and the 3 proven models enterprises use in 2025.
May 2026
AI Transformation vs Digital Transformation: What's the Difference?
AI transformation vs digital transformation: key differences explained. Learn which approach fits your business stage, goals, and maturity level in 2025.
May 2026
AI Product Strategy: Framework, Roadmap & Examples 2026
AI product strategy: how to build AI products, sequence a roadmap, decide platform vs feature, and pick moats. 2025 Stanford AI Index data updated.
May 2026
AI Data Strategy: Build the Data Foundation That AI Requires
An AI data strategy defines how enterprises collect, govern, and activate data for AI. Learn the 5 pillars that separate AI leaders from laggards in 2025.
May 2026
AI Communications Strategy: How to Talk to Employees, Customers & Press
Build an AI communications strategy that works for employees, customers, and press. Frameworks, message maps, and templates from 100+ enterprise AI rollouts.
May 2026
business case
1 article
startups
1 article
enterprise
1 article
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Aug 2026
AI Strategy for Retail: Personalization, Inventory & Customer Experience
Build a winning AI strategy for retail: personalization, inventory optimization & CX. Backed by McKinsey & Deloitte data. Practical roadmap inside.
May 2026