AI Knowledge Base –
Your Organization's AI Brain
An AI knowledge base transforms your organization's scattered documents, processes, and expertise into an intelligent, searchable system powered by RAG (Retrieval-Augmented Generation). Alice Labs builds enterprise-grade knowledge bases with custom prompt templates, custom GPTs, and secure integrations—making your team's collective intelligence accessible in seconds.
What is an AI knowledge base?
An AI knowledge base is an internal repository where employees and customer-facing chatbots query company knowledge through natural language, powered by retrieval-augmented generation (RAG). Modern AI knowledge bases reduce internal support tickets 50-70% and cut new-hire ramp time 30-50% versus traditional search-based intranets.
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
Why enterprises pick Alice Labs
Production-grade AI delivery, EU-native, senior team
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 Content Production
Media Company
- $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.
faster knowledge retrieval
reduction in repetitive questions
faster AI adoption with templates
faster employee onboarding
What We Build
Three pillars of enterprise AI infrastructure—customized to your organization
AI Knowledge Base (RAG)
Your documents, policies, and expertise—indexed and searchable through natural language. Powered by Retrieval-Augmented Generation for accurate, hallucination-free answers grounded in your data.
Prompt Template Library
Tested, standardized prompt templates for every department—marketing, sales, operations, HR, legal. Encode best practices and brand guidelines into reusable AI workflows.
Custom GPTs & AI Agents
Purpose-built AI assistants for specific roles and use cases. Each agent is powered by your knowledge base, follows your guidelines, and integrates with your tools.
Use Cases by Department
Every team benefits from structured AI knowledge and templates
Customer Service
AI assistant that answers customer questions instantly using your product docs, policies, and FAQs. Reduce ticket volume by 40%.
HR & Onboarding
New employee knowledge base with policy search, procedure guides, and onboarding checklists. Cut onboarding time by 50%.
Sales Enablement
Instant access to case studies, competitive intelligence, pricing guides, and proposal templates. Close deals 30% faster.
Operations
Process documentation, SOPs, and troubleshooting guides searchable in natural language. Reduce errors by 60%.
Legal & Compliance
Policy and regulation search with AI-powered analysis. Review contracts and compliance documents in minutes, not hours.
IT & Engineering
Technical documentation, code repositories, and architecture decisions searchable by context. Resolve issues 3× faster.
Your Data Stays Yours
Security isn't an add-on—it's foundational to our architecture. Every knowledge base we build includes enterprise-grade protections from day one.
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 knowledge bases and prompt templates
What is an AI knowledge base?
An AI knowledge base is a structured repository of your organization's knowledge—documents, processes, policies, and expertise—made searchable and actionable through AI. Unlike traditional document management, an AI knowledge base understands context, answers questions in natural language, and continuously learns from new information.
What are AI prompt templates and why do they matter?
AI prompt templates are pre-built, tested instructions that ensure consistent, high-quality AI outputs across your organization. They encode best practices, brand guidelines, and domain expertise into reusable formats. Teams using standardized templates report 3× faster AI adoption and 60% fewer errors compared to ad-hoc prompting.
How does RAG (Retrieval-Augmented Generation) work?
RAG combines your proprietary data with large language models. When someone asks a question, the system retrieves relevant information from your knowledge base, then uses AI to generate accurate, contextual answers grounded in your actual data—not generic internet knowledge. This dramatically reduces hallucinations and ensures responses reflect your organization's specific context.
Can you integrate with our existing document systems?
Yes. We integrate with SharePoint, Google Drive, Confluence, Notion, and most enterprise document management systems. Our knowledge base solution sits on top of your existing infrastructure—no need to migrate documents. We also support real-time sync so your AI knowledge base stays current automatically.
How do you ensure data security and privacy?
Security is built into our architecture. Your data stays within your infrastructure (or a dedicated cloud environment). We implement role-based access controls, audit logging, encryption at rest and in transit, and can deploy within your VPN. We're experienced with GDPR, SOC 2, and industry-specific compliance requirements.
How long does it take to build a custom AI knowledge base?
A basic AI knowledge base with prompt templates can be deployed in 2-4 weeks. Enterprise-grade solutions with RAG, multi-source integration, and advanced access controls typically take 6-10 weeks. We start with a pilot covering one department or use case, then scale across the organization.
What's the difference between a custom GPT and a knowledge base?
A custom GPT is a single AI assistant trained on specific instructions. A knowledge base is the underlying infrastructure—the curated, indexed information that powers one or many AI assistants. We typically build both: the knowledge base as the foundation, and custom GPTs/agents as the user-facing interfaces for different teams and use cases.
How do you measure the ROI of an AI knowledge base?
Key metrics include: time-to-answer reduction (typically 70-80% faster), support ticket deflection (30-50% reduction), onboarding time reduction (40-60% faster), and knowledge reuse rate. We establish baselines before deployment and track improvements continuously.
Can non-technical teams manage the knowledge base?
Absolutely. We design our knowledge bases with intuitive admin interfaces that don't require technical skills. Teams can add documents, update prompt templates, review AI responses, and manage access controls through a simple dashboard. We provide training for your admin team as part of every deployment.
What kinds of organizations benefit most?
Organizations with significant institutional knowledge—professional services, healthcare, public sector, manufacturing, and any company with complex processes or regulatory requirements. If your team spends time searching for information, answering repetitive questions, or onboarding new employees, an AI knowledge base delivers immediate value.
Have more questions? Let's talk.
No commitment - just a conversation about what AI can do for your business.
Ready to Build Your AI Knowledge Base?
Schedule a consultation to scope your knowledge base project
Explore more AI services
Combine multiple services for maximum impact – we help you find the right mix