Background for AI Agents
    Custom AI Agents That Deliver

    AI Agents for Business –
    Chatbots, Voice Agents & Autonomous Workflows

    Alice Labs designs, builds, and deploys custom AI agents that handle customer service, sales qualification, order management, and back-office operations. Our agents integrate with your systems, learn from interactions, and deliver measurable ROI—typically handling 60-80% of inquiries autonomously.

    See Agent Types
    60-80% of inquiries handled autonomously
    $250K/year saved (Ljusgårda case)
    Integrates with CRM, ERP & phone systems
    Quick definition

    What is an AI agent?

    An AI agent is an autonomous software system that uses large language models to plan and execute multi-step tasks — querying APIs, reading documents, calling tools and making decisions without human intervention. Unlike chatbots (single-turn Q&A), agents complete entire workflows like processing invoices, qualifying leads or resolving tickets end-to-end.

    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

    Ready to see similar results?

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

    What Are AI Agents?

    AI agents are autonomous software systems that understand requests, make decisions, and take actions across multiple systems and channels. Unlike rule-based chatbots, AI agents use large language models to understand context, handle complex multi-step tasks, and deliver personalized interactions at scale.

    Modern AI agents operate across chat, voice, and email—integrating with CRM, ERP, and internal tools to access real-time data and execute transactions. They can qualify leads, resolve support tickets, process orders, and route cases—all while maintaining brand voice and escalating to humans when appropriate.

    At Alice Labs, we've built AI agents that handle 60-80% of customer inquiries autonomously, reduced order management costs by 83% (Ljusgårda), and scaled customer communication without adding headcount. Every agent is custom-built for your processes, data, and brand.

    Types of AI Agents We Build

    From customer-facing chatbots to autonomous back-office agents

    Customer Service Agents

    60-80% resolution rate

    Handle support inquiries across chat, email, and voice. Answer questions, resolve issues, escalate when needed.

    • FAQ and product questions
    • Order status and tracking
    • Returns and complaints handling
    • Appointment scheduling

    Sales & Lead Agents

    3-5x more leads qualified

    Qualify leads, answer product questions, book meetings, and nurture prospects—24/7 across channels.

    • Lead qualification scoring
    • Product recommendation
    • Demo booking automation
    • Follow-up sequences

    Back-Office Agents

    80%+ cost reduction

    Process documents, route cases, generate reports, and handle internal requests autonomously.

    • Invoice processing
    • Case classification & routing
    • Report generation
    • Data entry & validation

    Voice Agents

    70% call deflection

    AI-powered phone agents that handle inbound and outbound calls with natural conversation flow.

    • Inbound call handling
    • Appointment reminders
    • Survey & feedback calls
    • Order confirmation calls

    How We Build AI Agents

    01

    Design

    Map user journeys, define agent capabilities, set escalation rules and brand voice guidelines.

    02

    Build

    Develop agent with your data, integrate systems, implement guardrails and quality controls.

    03

    Launch

    Deploy with human oversight, monitor conversations, and iterate based on real interactions.

    04

    Scale

    Expand channels, add capabilities, optimize performance, and reduce human escalation rate.

    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 agents for business

    What are AI agents?

    AI agents are autonomous software systems that can understand requests, make decisions, take actions, and interact with users and systems. Unlike simple chatbots that follow scripts, AI agents can handle multi-step tasks, access real-time data, make contextual decisions, and learn from interactions. They can operate across channels—chat, voice, email—and integrate with your CRM, ERP, and internal systems.

    What is an agentic AI strategy?

    An agentic AI strategy defines how an organization deploys autonomous AI agents across customer-facing and internal operations. It covers: which processes benefit from agent autonomy, what level of human oversight is needed, how agents integrate with existing systems, how to measure agent performance, and governance frameworks for agent decision-making. It's about moving from AI-assisted to AI-autonomous workflows where appropriate.

    What's the difference between a chatbot and an AI agent?

    A chatbot typically follows predefined conversation flows and can answer FAQ-style questions. An AI agent is fundamentally different: it can understand complex requests, access multiple data sources, make decisions, execute multi-step tasks, and handle exceptions. For example, a chatbot answers 'What are your hours?' while an AI agent can process a complete order, check inventory, apply discounts, and schedule delivery—all in one conversation.

    What types of AI agents do you build?

    We build three categories: 1) Customer-facing agents—for support, sales, and onboarding via chat, voice, and email. 2) Internal agents—for document processing, data analysis, report generation, and task management. 3) Orchestration agents—that coordinate between systems, route tasks, and manage complex multi-step workflows. Most projects combine elements from all three.

    How do AI voice agents work?

    AI voice agents use speech-to-text, natural language understanding, and text-to-speech to handle phone conversations autonomously. They can answer questions, route calls, take orders, schedule appointments, and handle common inquiries. Modern voice agents sound natural, handle interruptions, and know when to escalate to human agents. We integrate them with your phone system and CRM.

    What ROI do AI agents deliver?

    Results vary by use case: Customer support agents typically handle 60-80% of inquiries autonomously, reducing cost-per-contact by 70%+. Sales agents can qualify and route 3-5x more leads. Order management agents reduce processing costs by 80%+. Our Ljusgårda case delivered $250K/year savings with 83% cost reduction on order management.

    How do you ensure AI agent quality and safety?

    Every agent includes: conversation guardrails and brand voice guidelines, escalation rules for complex or sensitive cases, real-time monitoring and quality dashboards, A/B testing for continuous improvement, audit logs for compliance. We test extensively before launch and maintain ongoing quality reviews.

    Can AI agents integrate with our existing systems?

    Yes. We integrate agents with all major platforms: CRM (Salesforce, HubSpot), ERP (SAP, Dynamics), ticketing (Zendesk, Freshdesk), communication (Slack, Teams, WhatsApp), phone systems, and custom APIs. Agents can read and write data across systems to provide contextual, personalized interactions.

    How long does it take to deploy an AI agent?

    A focused customer support agent can be live in 2-4 weeks. More complex agents with multi-system integration typically take 4-8 weeks. We follow an iterative approach: start with core functionality, launch with human oversight, then expand capabilities based on real conversation data.

    Do AI agents replace human employees?

    No—AI agents handle routine, repetitive interactions so your team can focus on complex cases, relationship building, and strategic work. The best deployments augment human capability: agents handle 70-80% of volume, humans handle the 20-30% that requires empathy, creativity, or complex judgment. Most of our clients see improved employee satisfaction alongside cost savings.

    Have more questions? Let's talk.

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

    Ready to Deploy AI Agents?

    Tell us about your use case and we'll design the right agent solution

    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

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    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