Background for AI Data Strategy
    AI Data Strategy

    AI Data Strategy –
    Build AI-Ready Data Foundations

    Alice Labs helps organizations build data strategies that make AI initiatives succeed. We deliver data readiness assessments, AI-optimized architecture designs, governance frameworks, and implementation roadmaps. Because without the right data foundations, even the best AI models fail.

    See Our Approach
    70%+ AI failures are data problems
    6-dimension readiness assessment
    GDPR & EU AI Act aligned

    Part of the team that delivers

    An experienced team with broad AI and tech backgrounds from leading companies

    Linus Ingemarsson, Co-founder & AI Consultant

    Linus

    Co-founder & AI Consultant

    Alice, CEO & Co-founder

    Alice

    CEO & Co-founder

    Jens, AI Consultant

    Jens

    AI Consultant

    Eric, Co-founder & AI Consultant

    Eric

    Co-founder & AI Consultant

    Lisa, Project Lead & Implementation

    Lisa

    Project Lead & Implementation

    Results From Our Clients

    Verified outcomes from completed AI implementations

    AI AgentFood & Grocery

    AI Agent for Order Management

    Ljusgårda (Supernormal Greens)

    $250K/year saved
    • 83% cost reduction
    • 70-80% automation
    • 6-week implementation
    AI AutomationPublic Sector

    Document Automation: 60h → 3min

    Public Sector

    6,400–8,000 h/year freed
    • 95% time reduction
    • 60h → 3min/doc
    • 1000+ hours/month saved
    AI SEOMedia & Publishing

    AI-Driven SEO Rewrite: +2,092% Clicks

    Media Company

    +2,092% clicks
    • 178 articles rewritten
    • +330% daily increase
    • 141 → 3,091 clicks

    What Is AI Data Strategy?

    AI data strategy is the discipline of ensuring an organization's data assets are structured, accessible, high-quality, and properly governed to support AI initiatives. It's the most overlooked and most critical factor in AI success—over 70% of AI project failures are rooted in data problems, not model problems.

    At Alice Labs, we help organizations build data foundations that make AI initiatives succeed. Our six-dimension readiness assessment identifies gaps, our architecture designs create scalable data pipelines, and our governance frameworks ensure compliance with EU regulations from day one.

    AI Data Readiness Assessment

    We evaluate your data across six critical dimensions

    Availability

    Is data accessible and integrated across systems?

    Quality

    Is it accurate, complete, consistent, and timely?

    Volume & Structure

    Enough data, properly structured for AI consumption?

    Governance

    Ownership, access controls, and privacy policies in place?

    Freshness

    Can data be updated in real-time for operational AI?

    Architecture

    Infrastructure supports AI workloads at scale?

    What 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 data strategy

    Ready to Build Your AI Data Strategy?

    Schedule a session to assess your data readiness for AI

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