Background for AI Automation
    AI Automation That Delivers ROI

    AI Automation for Business –
    From Manual Work to Intelligent Workflows

    Alice Labs builds AI automation solutions that cut costs 40-90% and free your team from repetitive work. We identify the right processes, build pilots in 2-6 weeks, integrate with your systems, and scale. Document processing, workflow automation, and intelligent decision-making—all with measurable ROI.

    See Use Cases
    40-90% cost reduction on automated processes
    2-6 week pilot to production
    Integrates with CRM, ERP & custom systems
    Quick definition

    What is AI automation?

    AI automation uses machine learning and large language models to handle work that previously required human judgement — document processing, classification, extraction, routing, content generation. Unlike traditional RPA (rule-based), AI automation handles unstructured inputs and edge cases, typically reducing process cost 40-90% with 6-12 week payback.

    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

    Why enterprises pick Alice Labs

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

    100+
    AI implementations shipped
    across Europe
    85%
    Of clients see ROI
    within 12 months
    EU-native
    AI Act & GDPR ready
    Stockholm-based, EU data residency
    Senior team
    Hands-on delivery
    Experienced practitioners

    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 AutomationMedia & Publishing

    AI-Driven Content Production

    Media Company

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

    Built for every decision-maker

    Same engagement, sharply different outcomes per role

    For COOs

    Cut operational cost 40-90% without firing your team

    The pain: You need to scale operations 2-3x without proportionally growing headcount — and traditional process optimisation has hit diminishing returns.

    What you get: AI-automated workflows that handle 70-90% of volume, freeing your team for higher-value work.

    • Process discovery and AI fit scoring
    • Built and integrated in 6-12 weeks per workflow
    • Adoption infrastructure baked in
    For CFOs

    Cost-out programmes with measurable monthly savings

    The pain: Cost transformation programmes promise savings that never appear in the P&L — and consultants leave before results land.

    What you get: Automation initiatives with monthly P&L impact tracked in your finance dashboard from day 30.

    • Bottom-up business case per workflow
    • Monthly savings dashboard from launch
    • Payback typically 4-9 months
    For Heads of Customer Service

    Resolve 60-80% of tickets without human touch

    The pain: Ticket volume is growing 30% YoY, but you cannot hire fast enough — and customer satisfaction is sliding.

    What you get: AI agents that resolve routine queries end-to-end and escalate complex cases with full context to humans.

    • 60-80% deflection on common ticket types
    • Native integration with Zendesk, Intercom, Salesforce
    • Live in 6-10 weeks with measurable CSAT improvement
    For Heads of Finance Ops

    Automate AP, AR, expense and reconciliation with AI

    The pain: Your finance team spends 60% of time on data entry, classification and reconciliation — work AI handles in seconds.

    What you get: AI processes invoices, expenses, payments and reconciliations with human-in-the-loop on exceptions only.

    • Document AI for invoices, receipts, contracts
    • Native integration with NetSuite, SAP, Workday
    • 60-80% reduction in finance ops cycle time

    Ready to see similar results?

    Book a free discovery call - we'll map your highest-impact AI opportunities.

    What Is AI Automation?

    AI automation combines artificial intelligence with process automation to handle complex tasks that require judgment, context understanding, and decision-making. Unlike traditional automation (RPA) that follows rigid rules, AI automation can process unstructured data, handle exceptions intelligently, and improve over time.

    Common applications include document processing (invoices, contracts, applications), workflow orchestration with intelligent routing, customer communication automation, data extraction and enrichment, and quality assurance. The best solutions combine rule-based automation for structured steps with AI for the decision points.

    At Alice Labs, we've built automation solutions that reduced document processing from 60 hours to 3 minutes, cut order management costs by 83%, and freed 6,400+ hours per year for a public sector organization. Every project starts with measurable KPIs and ends with proven ROI.

    What We Automate

    From single-task automation to full process orchestration

    Document Automation

    Invoices, contracts, applications, reports—extracted, classified, and routed automatically. From 60 hours to 3 minutes.

    • Invoice processing & matching
    • Contract review & extraction
    • Application intake & triage

    Workflow Automation

    End-to-end process orchestration with AI decision points. Handle exceptions intelligently, not just follow rules.

    • Order management pipelines
    • Approval workflows with AI routing
    • Multi-step case handling

    Intelligent Agents

    AI agents that handle customer inquiries, qualify leads, schedule meetings, and manage routine communications autonomously.

    • Customer support triage
    • Lead qualification & scoring
    • Meeting scheduling & follow-up

    Data & Integration

    Connect systems, sync data, and create single sources of truth. AI-powered ETL, data enrichment, and cross-system orchestration.

    • CRM/ERP data synchronization
    • Data enrichment pipelines
    • Cross-system reporting automation

    Our Process: Discovery → Pilot → Scale

    We prove value fast, then scale what works

    01

    Discovery

    1-2 weeks

    We map your processes, identify automation candidates, and score them by ROI, feasibility, and strategic value.

    02

    Pilot

    2-6 weeks

    Build the highest-ROI automation in production. Real data, real integration, real measurement.

    03

    Scale

    4-12 weeks

    Roll out to full volume, add integrations, train teams, and establish monitoring dashboards.

    04

    Optimize

    Ongoing

    Continuous improvement: new automations, performance tuning, and expanding to adjacent processes.

    Who Benefits from AI Automation?

    Operations Leaders

    COOs and VPs looking to reduce operational costs and increase throughput without adding headcount.

    Shared Services

    Finance, HR, and admin teams drowning in manual processing—invoices, applications, reports.

    Public Sector

    Government agencies needing to handle growing case volumes with limited resources.

    Digital Teams

    Innovation and IT teams seeking to connect AI with existing enterprise systems.

    Related Services

    Let's discuss your AI journey

    Our team will help you prioritize use cases and build a concrete roadmap.

    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 automation

    What is AI automation?

    AI automation combines artificial intelligence with process automation to handle complex, judgment-based tasks that traditional automation can't. Unlike rule-based RPA, AI automation can read unstructured documents, make decisions based on context, generate content, classify information, and learn from patterns. It's the difference between automating a form fill and automating an entire decision workflow.

    What processes can be automated with AI?

    Almost any process that involves reading, classifying, deciding, or generating can be automated with AI. Common examples: document processing (invoices, contracts, applications), email triage and response drafting, report generation, data extraction from unstructured sources, lead qualification, customer support triage, compliance checks, and quality assurance. We help you identify the highest-ROI candidates first.

    How is AI automation different from RPA?

    RPA (Robotic Process Automation) follows rigid rules: click here, copy there, paste here. AI automation adds intelligence—it can understand context, handle exceptions, process unstructured data, and make judgment calls. In practice, the best solutions combine both: RPA for structured steps, AI for the decision points. We design hybrid architectures that maximize reliability and flexibility.

    What ROI can we expect from AI automation?

    Our clients typically see 40-90% time reduction on automated processes, with payback periods of 2-6 months. Concrete examples: document processing from 60 hours to 3 minutes (95% reduction), order management costs reduced by 83%, content production scaled 10x without additional headcount. We define KPIs before we build so ROI is measurable from day one.

    How long does it take to implement AI automation?

    A focused pilot takes 2-6 weeks from kickoff to production. Full implementation of a process typically takes 4-12 weeks including testing, integration, and change management. We start with one high-impact process, prove value, then scale. Most clients have 3-5 automations running within 6 months.

    What systems do you integrate with?

    We integrate with all major business systems: CRM (Salesforce, HubSpot, Pipedrive), ERP (SAP, Microsoft Dynamics, Visma), document management (SharePoint, Google Drive), communication tools (Slack, Teams, email), databases, and custom APIs. We use Make, n8n, and custom middleware to connect everything reliably.

    Is AI automation secure for sensitive data?

    Yes, security is foundational. We implement data encryption, access controls, audit logging, and GDPR compliance by design. For sensitive industries (finance, healthcare, public sector), we use on-premise or EU-hosted AI models. Every automation includes a security review and data processing agreement.

    Do we need technical staff to maintain AI automations?

    No. We design automations that business teams can monitor and adjust. Each solution includes a dashboard for tracking performance, clear escalation paths for edge cases, and documentation. We also offer ongoing management services if you prefer hands-off operations.

    What's the difference between AI automation and AI agents?

    AI automation typically handles specific, well-defined processes end-to-end (e.g., process all incoming invoices). AI agents are more autonomous—they can handle multi-step tasks, make decisions across systems, and interact with users conversationally. Many solutions combine both: automated pipelines with agent-based exception handling.

    How do we get started with AI automation?

    Start with a discovery call where we map your processes and identify the top 3-5 automation candidates. We then prioritize by ROI and feasibility, build a pilot in 2-6 weeks, measure results, and scale. No long contracts—we prove value first.

    Have more questions? Let's talk.

    No commitment - just a conversation about what AI can do for your business.

    Ready to Automate?

    Book an automation assessment to identify your highest-ROI opportunities

    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

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    AI Strategy

    Roadmap, use cases, and ROI planning

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    Industries We Serve