Linus, Adrian, Jens, Eric & Henrik
    The team you actually work with

    Sales & CRO

    FreshLast reviewed: · 3d ago

    AI for Sales

    Alice Labs builds AI agents that score leads, analyze pipelines, accelerate deals, and forecast revenue with precision — turning CRM data into predictable growth. Our clients report 25-40% higher win rates.

    • CRM Integration
    • Built for GDPR
    • 30-90 Day Delivery
    • Revenue Impact Focus
    Alice Labs presenting during an AI workshop at a client
    Alice Labs keynote on AI-driven companies
    On-site AI training for client employees

    Why enterprises pick Alice Labs

    Production-grade AI delivery, EU-native, senior team

    100+Implementations
    Shipped to production
    96%Production rate
    Across those implementations
    40 to 65%Below MBB
    On comparable senior work
    Senior teamHands-on delivery
    Experienced practitioners

    Team

    Part of the team that delivers

    An experienced team with broad AI and tech backgrounds from product companies and consultancies

    Linus Ingemarsson, Co-founder & AI Consultant

    Linus

    Co-founder & AI Consultant

    Adrian, AI Consultant

    Adrian

    AI Consultant

    Jens, AI Consultant

    Jens

    AI Consultant

    Eric, Co-founder & AI Consultant

    Eric

    Co-founder & AI Consultant

    Linus T., AI Consultant

    Linus T.

    AI Consultant

    Henrik, AI Consultant

    Henrik

    AI Consultant

    Results

    Results From Our Clients

    Verified outcomes from completed AI implementations

    AI Agent · Food & Grocery

    AI Agent for Order Management

    Ljusgårda (Supernormal Greens)

    $250K/year saved

    • 83% cost reduction
    • 70-80% automation
    • 6-week implementation

    AI Automation · Public Sector

    Document Automation: 60h to 3min

    Public Sector

    6,400 to 8,000 h/year freed

    • 95% time reduction
    • 60h to 3min/doc
    • 1000+ hours/month saved

    AI Automation · Media & Publishing

    AI-Driven Content Production

    Media Company

    $40K/month revenue

    • $100K first year
    • $40K/month recurring
    • 12-month build-up

    Ready to see similar results?

    Get in touch and we'll map your highest-impact AI opportunities.

    Clients

    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

    AI Use Cases for Sales Teams

    From prospecting to close — where AI agents deliver the highest revenue impact. Related reading across our enterprise AI function index maps the same playbook to other revenue-adjacent teams.

    For a curated comparison, see our ai recruitment tools shortlist.

    Intelligent Lead Scoring

    AI agents that analyze hundreds of signals to rank leads by conversion probability — so reps focus on the right deals at the right time.

    25-40% higher win rates

    Pipeline Intelligence

    Real-time analysis of pipeline health, deal velocity, and stage conversion rates with AI that flags at-risk deals and recommends actions.

    30-50% better forecasting

    Deal Acceleration

    AI identifies stalling deals, recommends engagement strategies, surfaces relevant content, and automates follow-ups.

    20-30% shorter deal cycles

    Revenue Forecasting

    ML models that predict quarterly outcomes by analyzing deal patterns, rep performance, and seasonal factors — replacing gut-feel with data.

    95%+ forecast accuracy

    Before vs. After AI for Sales

    ProcessBefore AIAfter Alice Labs
    Lead scoringManual rules, 3-5 criteriaAI-scored, 100+ signals
    Pipeline reviewWeekly 2-hour meetingsReal-time AI dashboard
    Revenue forecastingRep estimates, ±30% accuracyML-powered, ±10% accuracy
    Deal research1-2 hours per prospectAI brief in 5 minutes
    Follow-up cadenceManual, inconsistentAI-optimized sequences
    CRM data quality50-60% accuracyAI-enriched, 90%+ accuracy

    Explore Related Functions

    Transform Your Sales Engine

    Tell us about your pipeline challenges and we'll design a custom AI solution

    FAQ

    Frequently Asked Questions

    How does AI improve sales win rates?

    AI agents analyze historical deal data, buyer signals, and competitive patterns to score leads, prioritize outreach, and recommend next-best actions. This means reps spend time on deals most likely to close, improving win rates by 25-40%.

    Can AI integrate with our CRM (Salesforce, HubSpot, etc.)?

    Yes. We connect to Salesforce, HubSpot, Pipedrive, Microsoft Dynamics, and other CRMs via secure APIs. AI enriches your existing CRM data without requiring platform changes.

    What is AI-powered lead scoring?

    AI analyzes hundreds of signals — firmographics, engagement history, website behavior, email interactions — to score leads by likelihood to convert. This replaces manual scoring rules with data-driven prioritization that improves continuously.

    How accurate is AI revenue forecasting?

    AI models typically improve forecast accuracy by 30-50% compared to traditional methods. They analyze deal velocity, stage conversion rates, rep performance patterns, and seasonal factors to predict quarterly outcomes with high confidence.

    Does AI replace salespeople?

    No. AI handles the data-heavy, repetitive aspects: lead research, CRM updates, follow-up scheduling, and pipeline analysis. This frees sales reps to focus on relationship-building, negotiation, and closing — the activities that actually generate revenue.

    How does AI help with deal acceleration?

    AI agents identify deals that are stalling, recommend engagement strategies based on successful similar deals, surface relevant content for each stage, and automate follow-up sequences. This reduces average deal cycle by 20-30%.

    What data does AI need for sales intelligence?

    At minimum: CRM data (deals, contacts, activities). For advanced features: email engagement data, call recordings, website analytics, and product usage data. We start with what you have and expand as value is proven.

    How quickly can we implement AI for sales?

    Most sales AI implementations go live in 30-60 days. We start with a 2-week Discovery sprint to audit your pipeline, identify bottlenecks, and design the AI agent workflow. Pilot results are typically visible within the first month.

    Can AI help with prospecting and outreach?

    Yes. AI agents can research prospects, personalize outreach messages, optimize send timing, and identify warm introduction paths. This makes prospecting more effective and less time-consuming for reps.

    How do you measure sales AI ROI?

    We track: win rate changes, deal velocity, forecast accuracy, time-to-close, pipeline coverage ratio, and rep productivity (deals per rep). Every implementation includes a measurement framework agreed upfront with your team.

    Explore more AI services

    Combine multiple services for maximum impact. We help you find the right mix

    AI Training

    Practical AI training for your entire team

    Learn more

    AI Consulting

    Strategy, implementation, and results

    Learn more

    AI Strategy

    Roadmap, use cases, and ROI planning

    Learn more

    Industries We Serve