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: How to Build One That Drives Real Results
Learn how to build an AI Center of Excellence that delivers real ROI. Step-by-step guide covering structure, governance, talent, and measurement. Updated 2025.
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
What Is AI Product Strategy? Building Products With AI at the Core
AI product strategy means designing products where AI is a core capability, not a bolt-on. Learn the definition, key components, and how to build one.
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
More from AI Strategy
Recently published or updated in this cluster.
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