AI Strategy Consulting –
From Vision to Measurable Results
Alice Labs helps organizations build AI strategies that drive real business outcomes. We deliver prioritized use-case backlogs, ROI models with clear KPIs, 90-day execution plans, and 12-month scaling roadmaps. Our execution-first approach means every strategy ends with a pilot—not a PowerPoint.
Part of the team that delivers
An experienced team with broad AI and tech backgrounds from leading companies
Linus
Co-founder & AI Consultant
Alice
CEO & Co-founder
Jens
AI Consultant
Eric
Co-founder & AI Consultant
Lisa
Project Lead & Implementation
Results From Our Clients
Verified outcomes from completed AI implementations
AI Agent for Order Management
Ljusgårda (Supernormal Greens)
- 83% cost reduction
- 70-80% automation
- 6-week implementation
Document Automation: 60h → 3min
Public Sector
- 95% time reduction
- 60h → 3min/doc
- 1000+ hours/month saved
AI-Driven SEO Rewrite: +2,092% Clicks
Media Company
- 178 articles rewritten
- +330% daily increase
- 141 → 3,091 clicks
What Is AI Strategy Consulting?
AI strategy consulting is the process of helping organizations determine where artificial intelligence can create the most business value, how to prioritize AI investments, and what roadmap to follow for implementation. It bridges the gap between AI's technological potential and an organization's specific business objectives.
A comprehensive AI strategy typically covers: organizational AI readiness assessment, use-case identification and prioritization across business functions, data landscape and gap analysis, technology architecture planning, governance and risk management frameworks, ROI modeling, and a phased execution roadmap.
At Alice Labs, we practice execution-first AI strategy consulting. This means every strategy engagement ends with a concrete 90-day plan and a pilot that starts immediately—not a deck that collects dust. We've delivered over 100 AI strategies for organizations ranging from growth-stage companies to public sector institutions across Europe.
What We Deliver
Concrete, actionable deliverables—not PowerPoint decks that collect dust
AI Vision (1-3 Years)
Aligned to your business goals and strategic priorities
Use-Case Inventory
By function with clear ownership and prioritization
Impact/Effort Prioritization
With risk and data readiness assessment
KPI Framework
Time, quality, revenue, and risk—measurable and trackable
Data Landscape & Gap Analysis
Sources, quality, access, and identified gaps
Target Architecture
Simple, understandable, and implementable
90-Day Execution Plan
Pilot selection and measurement for rapid ROI
12-Month Roadmap
Scale, govern, and continuously improve
Who Benefits from AI Strategy Consulting?
We work with leaders who want AI to drive measurable business outcomes
Enterprise Leaders
C-suite, VP Digital, and Heads of Innovation looking to build a scalable AI capability across the organization.
Mid-Market Companies
Growing organizations (100-5,000 employees) that want to implement AI strategically rather than in isolated experiments.
Public Sector
Municipalities, regions, and agencies seeking compliant, documented AI strategies with broad stakeholder alignment.
Innovation Teams
Digital teams and innovation labs that need a structured framework to move from proof-of-concept to production.
AI Use-Cases by Function
We identify high-impact AI opportunities across your organization
Leadership & Strategy
- AI-driven decision support and forecasting
- Automated reporting pipeline for leadership
- Strategic market intelligence and trend analysis
- ROI modeling for investment decisions
Marketing & Sales
- Lead qualification and AI scoring
- Personalized outreach and follow-up
- Content automation and campaign optimization
- Competitive analysis and market insights
Operations & Back-Office
- Document intake and automatic classification
- Case routing with AI triage
- AP/AR automation (invoices, reconciliation)
- Quality control and anomaly detection
Our AI Strategy Framework
A proven, four-phase process from diagnosis to scale
Diagnosis
2-4 weeks
Current state analysis, use-case inventory, data mapping, and prioritization based on business value
Pilot
2-6 weeks
Build first use-case in production, measure KPIs, and validate ROI hypothesis
Implementation
4-12 weeks
Integrations, rollout, enablement, and change management across teams
Scale & Govern
Ongoing
More use-cases, optimization, retraining, governance, and continuous reviews
Why Choose Alice Labs for AI Strategy?
Execution-First
Every strategy ends with a 90-day plan and a pilot that starts immediately. No shelf-decks.
ROI from Day One
KPIs are defined at the start. We measure impact continuously—hours saved, quality improved, costs reduced.
Cross-Functional
We involve business, IT, and leadership from day one. Strategy without buy-in is strategy without results.
Governance Built-In
AI policy, access control, GDPR, logging, and risk management are integrated—not afterthoughts.
100+ Strategies Delivered
From SMBs to public sector. We've seen what works and what doesn't across industries and functions.
Full-Stack Partner
Strategy, pilot, implementation, and operations. One partner from vision to production—no handoff gaps.
Specialized AI Strategy Services
Deep-dive into the strategy domain that matters most to your organization
Enterprise AI Strategy
Organization-wide AI transformation for companies with 500-50,000+ employees. Cross-functional prioritization, governance, and board-ready roadmaps.
Explore Innovation & CDOGenerative AI Strategy
Move from ad-hoc ChatGPT usage to structured GenAI deployment. LLM adoption roadmaps, model selection, and shadow AI governance.
Explore CTO & Data LeadsAI Data Strategy
Build data foundations that make AI succeed. Six-dimension readiness assessment, architecture design, and data governance frameworks.
Explore CMO & GrowthAI Go-To-Market Strategy
Accelerate growth with AI-powered lead generation, personalized outreach, and full-funnel GTM optimization.
Explore Marketing & SEOAI Content Strategy
Scale content production 3-10x while maintaining quality. AI-powered workflows with human-in-the-loop editorial governance.
ExploreRelated Services
AI strategy is the starting point. Here's where it leads.
AI Consulting
Full-journey AI consulting: strategy, pilot, implementation, and operations.
Learn moreAI Training
Upskill your team with hands-on AI training tailored to your industry and tools.
Learn moreAI Governance
Build a governance framework that ensures compliant, responsible AI adoption.
Learn moreWhat Our Clients Say
"We decided early on to embrace AI technology and needed a partner who could explore opportunities, propose solutions, lead change management, and build them. With Alice, we got everything in one place and have implemented multiple solutions that increased efficiency so significantly that an entire team could be reallocated."
Andreas Wilhelmsson
CEO & Co-founder
Supernormal Greens / Ljusgårda
"Alice Labs' AI training gave us all a real aha-moment, whether we were completely new to the field or experienced! The training contained a perfect balance between theory and practice. We have definitely become more efficient at work!"
Åsa Nordin
IT Manager
Trollhättan Energi
"The collaboration with Alice Labs has been easy, educational, and incredibly supportive. We engaged them to improve our processes and create more efficiency in the team, and the result truly exceeded expectations. Through their guidance, we've gained better structure, faster workflows, and more time for what actually creates results."
Frida
Partner Manager
Bruce Studios
"Fast, professional, and wonderful people. Find out for yourself <3"
Johannes Hansen
Founder
Johannes Hansen AB
Frequently Asked Questions
Everything you need to know about AI strategy consulting
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