---
title: "AI Insights: Strategy, Implementation, Search & Research"
url: https://alicelabs.ai/en/insights
description: "Expert AI insights from Alice Labs — strategy, implementation, AI search (LLMO/GEO), statistics, agents and governance. Research-backed, citable, updated for 2026."
lang: en
---

Alice Labs (https://alicelabs.ai/en/)

Services

What we do (https://alicelabs.ai/#welcome)About Alice (https://alicelabs.ai/#who-we-are)Case (https://alicelabs.ai/en/case)Insights (https://alicelabs.ai/en/insights)Contact (https://alicelabs.ai/#email-form)

LATEST

## Fresh from the research desk

The six most recently published or reviewed articles across the entire library.

AI Consulting

### Best AI Roadmap Consulting Partners 2026: 15 Ranked

15 best AI roadmap consulting partners 2026: Alice Labs, McKinsey QuantumBlack, BCG X, Bain Vector, Accenture, Deloitte, Capgemini, ML6. Pricing + EU AI Act fit.

Read more
https://alicelabs.ai/en/insights/best-ai-roadmap-consulting-partners-2026

AI Strategy

### Business Case for AI Strategy Consulting 2026: ROI Framework

Board-defensible AI strategy consulting business case for 2026: TCO, NPV, IRR, EU AI Act line items, payback benchmarks, and the 12-month milestone CFOs demand.

Read more
https://alicelabs.ai/en/insights/business-case-ai-strategy-consulting-2026

AI Consulting

### Best AI Consulting Firms for BPA 2026: 14 Compared

14 best AI consulting firms for business process automation 2026 - Alice Labs, Accenture, IBM, Cognizant, ML6. Pricing, EU AI Act, agentic APA.

Read more
https://alicelabs.ai/en/insights/best-ai-consulting-firms-business-process-automation-2026

AI Consulting

### Best AI Consulting for Founders 2026: Sales & Support

12 AI consulting picks for founders in 2026 across sales and support automation. Sierra, Decagon, 11x, Relevance AI, Alice Labs. Real pricing, honest stage fit.

Read more
https://alicelabs.ai/en/insights/best-ai-consulting-founders-sales-support-automation-2026

AI Training & Education

### Best AI Training Companies by Persona 2026 | Alice Labs

12 best AI training companies mapped to CIO, CHRO, CFO and Head of Product buyer roles for 2026. EU AI Act Article 4 fit, pricing, delivery model, region.

Read more
https://alicelabs.ai/en/insights/best-ai-training-companies-by-persona-2026

AI Consulting

### End-to-End AI Consulting: Strategy to Production | Alice Labs

One partner from AI strategy through production build, EU AI Act compliance, and team training. How end-to-end AI consulting closes the 89% pilot-to-production gap.

Read more
https://alicelabs.ai/en/insights/end-to-end-ai-consulting

01 — LEARN

## Foundations & Research

Definitions, verified statistics and primer guides — for anyone exploring the AI stack.

41 Articles / Featured Cluster

### AI Search & LLMO

Get cited by ChatGPT, Perplexity, Claude & Google AI Overviews.

Most recent

AI Crawlability Consulting: Get Discovered by ChatGPT & Copilot

Also new

What Is GEO? Generative Engine Optimization Explained
https://alicelabs.ai/en/insights/ai-search

20 Articles

### AI Statistics & Data

Verified AI adoption, market & workforce data for 2026.

Latest update

AI Skills Gap Statistics 2026: Global Shortage Data
https://alicelabs.ai/en/insights/ai-statistics

14 Articles

### AI Tools & Technology

LLMs, platforms, vector databases & developer tooling.

Latest update

Top Enterprise AI Platforms 2026: 8 Compared | Alice Labs
https://alicelabs.ai/en/insights/ai-tools

10 Articles

### AI in Sweden

The Swedish AI landscape — research, policy, industry & talent.

Latest update

AI Sweden: What It Is & How to Access Sweden's National AI Initiative
https://alicelabs.ai/en/insights/ai-sweden

02 — PLAN & BUILD

## Strategy, Implementation & Governance

Frameworks, roadmaps and playbooks for leaders moving AI from idea to production.

48 Articles / Featured Cluster

### AI Agents

Agentic AI architecture, frameworks & enterprise use-cases.

Most recent

LangGraph vs CrewAI 2026: Head-to-Head Comparison

Also new

LangGraph vs AutoGen 2026: AG2 Migration | Alice Labs
https://alicelabs.ai/en/insights/ai-agents

39 Articles

### AI Strategy

Enterprise AI strategy, frameworks, governance & roadmaps.

Latest update

Business Case for AI Strategy Consulting 2026: ROI Framework
https://alicelabs.ai/en/insights/ai-strategy

35 Articles

### AI Implementation

From pilot to production — what works, what fails, and why.

Latest update

AI Prototype in 2-4 Weeks + 90-Day Retail Pilot (2026)
https://alicelabs.ai/en/insights/ai-implementation

25 Articles

### AI Automation

Intelligent automation: workflows, agents & process redesign.

Latest update

AI Automation Consultant 2026: What to Look For | Alice Labs
https://alicelabs.ai/en/insights/ai-automation

24 Articles

### AI for Business Functions

AI for sales, marketing, HR, finance, legal & operations.

Latest update

Top AI Marketing Platforms 2026: 8 Compared | Alice Labs
https://alicelabs.ai/en/insights/ai-functions

19 Articles

### AI Training & Education

Upskilling programs for enterprises, executives & teams.

Latest update

Best AI Training Companies by Persona 2026 | Alice Labs
https://alicelabs.ai/en/insights/ai-training

19 Articles

### AI Governance & Compliance

EU AI Act, NIST, ISO 42001 — compliance done right.

Latest update

EU AI Act Compliance Consulting 2026 | Alice Labs
https://alicelabs.ai/en/insights/ai-governance

15 Articles

### Generative AI

GenAI strategy, use-cases, safety & governance.

Latest update

Generative AI Explained: A Plain-Language Guide for Leaders
https://alicelabs.ai/en/insights/generative-ai

14 Articles

### AI for Industries

Sector-specific AI playbooks: healthcare, finance, public sector & more.

Latest update

AI in Financial Services: Risk, Compliance & Customer Use Cases
https://alicelabs.ai/en/insights/ai-industries

13 Articles

### AI SEO

AI-assisted SEO at scale — content velocity meets quality.

Latest update

AI Keyword Research Tools 2026: Find Opportunities Faster
https://alicelabs.ai/en/insights/ai-seo

03 — ENGAGE

## Hiring & Engagement Models

Selection criteria, pricing, RFPs and engagement patterns for teams ready to act.

40 Articles / Featured Cluster

### AI Consulting

How to choose, budget for, and get value from AI consulting.

Most recent

Best AI Roadmap Consulting Partners 2026: 15 Ranked

Also new

Best AI Consulting Firms for BPA 2026: 14 Compared
https://alicelabs.ai/en/insights/ai-consulting

Editorial principles

#### Why this library is worth your time.

Work with Alice Labs (https://alicelabs.ai/en#contact)

Primary sources

Every statistic is linked to Eurostat, OECD, Stanford HAI or peer-reviewed research.

Deeper reference on this topic: our ai consulting firms by revenue band (https://alicelabs.ai/en/insights/ai-consulting-firms-by-revenue-band-2026) roundup.

Written by operators

Authored by Alice Labs founders and practitioners who implement this work daily.

## Structured data

```json
[
  {
    "@context": "https://schema.org",
    "@graph": [
      {
        "@type": "Organization",
        "@id": "https://alicelabs.ai/#organization",
        "name": "Alice Labs",
        "alternateName": [
          "Alice Labs AB",
          "AliceLabs"
        ],
        "legalName": "Alice Labs AB",
        "identifier": "559443-5470",
        "url": "https://alicelabs.ai",
        "logo": {
          "@type": "ImageObject",
          "@id": "https://alicelabs.ai/#logo",
          "url": "https://alicelabs.ai/images/alice-logo.png",
          "contentUrl": "https://alicelabs.ai/images/alice-logo.png",
          "width": 2000,
          "height": 2027,
          "caption": "Alice Labs"
        },
        "image": {
          "@id": "https://alicelabs.ai/#logo"
        },
        "description": "Alice Labs is a global AI implementation consultancy for mid-sized and large companies. We turn AI strategy into working agents on your own systems.",
        "slogan": "From AI strategy to measurable results.",
        "foundingDate": "2023",
        "email": "hej@alicelabs.ai",
        "telephone": "+46734157476",
        "address": {
          "@type": "PostalAddress",
          "streetAddress": "Hammarbybacken 27",
          "postalCode": "120 30",
          "addressCountry": "SE"
        },
        "contactPoint": [
          {
            "@type": "ContactPoint",
            "contactType": "customer service",
            "email": "hej@alicelabs.ai",
            "telephone": "+46734157476",
            "areaServed": [
              "SE",
              "EU"
            ],
            "availableLanguage": [
              "Swedish",
              "English"
            ]
          }
        ],
        "areaServed": [
          {
            "@type": "Place",
            "name": "Worldwide"
          }
        ],
        "knowsAbout": [
          "AI strategy",
          "AI implementation",
          "AI agents",
          "AI automation",
          "Generative AI",
          "AI governance",
          "AI training",
          "Machine learning",
          "Large language models",
          "RAG",
          "AI consulting",
          "Digital transformation",
          "AI search optimization",
          "LLMO",
          "AI for enterprise"
        ],
        "founder": [
          {
            "@id": "https://alicelabs.ai/#linus"
          },
          {
            "@id": "https://alicelabs.ai/#eric"
          }
        ],
        "sameAs": [
          "https://www.linkedin.com/company/alicelabsai",
          "https://www.trustpilot.com/review/alicelabs.ai",
          "https://www.wikidata.org/wiki/Q140369570"
        ]
      },
      {
        "@type": "Person",
        "@id": "https://alicelabs.ai/#linus",
        "name": "Linus Ingemarsson",
        "givenName": "Linus",
        "familyName": "Ingemarsson",
        "jobTitle": "Co-Founder",
        "description": "Co-founder of Alice Labs. Architects AI agent systems and automation in production for clients across financial services, media, and the public sector.",
        "url": "https://alicelabs.ai/en/linus-ingemarsson",
        "sameAs": [
          "https://www.linkedin.com/in/linus-ingemarsson/",
          "https://www.wikidata.org/wiki/Q140369914"
        ],
        "knowsAbout": [
          "AI agents",
          "agent orchestration",
          "AI implementation",
          "LangGraph",
          "RAG systems",
          "AI strategy",
          "enterprise AI",
          "AI search optimization",
          "LLMO",
          "Nordic AI ecosystem"
        ],
        "worksFor": {
          "@id": "https://alicelabs.ai/#organization"
        }
      },
      {
        "@type": "Person",
        "@id": "https://alicelabs.ai/#eric",
        "name": "Eric Lundberg",
        "givenName": "Eric",
        "familyName": "Lundberg",
        "jobTitle": "Co-Founder",
        "description": "Co-founder of Alice Labs. Designs AI automation systems and agent workflows that remove repetitive work and make day-to-day operations more reliable.",
        "url": "https://alicelabs.ai/en/eric-lundberg",
        "sameAs": [
          "https://www.linkedin.com/in/eric-lundberg-3530451bb/",
          "https://www.wikidata.org/wiki/Q140369978"
        ],
        "knowsAbout": [
          "AI automation",
          "agent workflows",
          "AI integrations",
          "process automation",
          "knowledge systems",
          "AI engineering",
          "enterprise AI",
          "Nordic AI ecosystem"
        ],
        "worksFor": {
          "@id": "https://alicelabs.ai/#organization"
        }
      },
      {
        "@type": "Person",
        "@id": "https://alicelabs.ai/#alice",
        "name": "Alice Holmgren",
        "givenName": "Alice",
        "familyName": "Holmgren",
        "jobTitle": "CEO",
        "description": "CEO of Alice Labs. Leads strategy and growth across the Nordic AI consulting market.",
        "url": "https://alicelabs.ai/en/alice-holmgren",
        "knowsAbout": [
          "AI strategy",
          "AI consulting leadership",
          "business development",
          "Nordic AI ecosystem",
          "enterprise AI adoption",
          "AI program management"
        ],
        "worksFor": {
          "@id": "https://alicelabs.ai/#organization"
        }
      },
      {
        "@type": [
          "LocalBusiness",
          "ProfessionalService"
        ],
        "@id": "https://alicelabs.ai/#localbusiness",
        "name": "Alice Labs",
        "description": "Alice Labs is a global AI implementation consultancy for mid-sized and large companies. We turn AI strategy into working agents on your own systems.",
        "url": "https://alicelabs.ai",
        "logo": {
          "@id": "https://alicelabs.ai/#logo"
        },
        "image": {
          "@id": "https://alicelabs.ai/#logo"
        },
        "telephone": "+46734157476",
        "email": "hej@alicelabs.ai",
        "priceRange": "$$$",
        "currenciesAccepted": "SEK, EUR, USD",
        "paymentAccepted": "Invoice",
        "address": {
          "@type": "PostalAddress",
          "streetAddress": "Hammarbybacken 27",
          "postalCode": "120 30",
          "addressCountry": "SE"
        },
        "geo": {
          "@type": "GeoCoordinates",
          "latitude": 59.3018,
          "longitude": 18.1003
        },
        "areaServed": [
          {
            "@type": "Place",
            "name": "Worldwide"
          }
        ],
        "openingHoursSpecification": [
          {
            "@type": "OpeningHoursSpecification",
            "dayOfWeek": [
              "Monday",
              "Tuesday",
              "Wednesday",
              "Thursday",
              "Friday"
            ],
            "opens": "08:00",
            "closes": "18:00"
          }
        ],
        "hasOfferCatalog": {
          "@type": "OfferCatalog",
          "name": "AI-tjänster",
          "itemListElement": [
            {
              "@type": "Offer",
              "itemOffered": {
                "@type": "Service",
                "name": "AI-konsult"
              }
            },
            {
              "@type": "Offer",
              "itemOffered": {
                "@type": "Service",
                "name": "AI-strategi"
              }
            },
            {
              "@type": "Offer",
              "itemOffered": {
                "@type": "Service",
                "name": "AI-implementation"
              }
            },
            {
              "@type": "Offer",
              "itemOffered": {
                "@type": "Service",
                "name": "AI-utbildning"
              }
            },
            {
              "@type": "Offer",
              "itemOffered": {
                "@type": "Service",
                "name": "AI-agenter"
              }
            },
            {
              "@type": "Offer",
              "itemOffered": {
                "@type": "Service",
                "name": "AI-automation"
              }
            }
          ]
        },
        "knowsAbout": [
          "AI-konsult",
          "AI-strategi",
          "AI-implementation",
          "AI-utbildning",
          "AI-agenter",
          "AI-automation",
          "Generative AI",
          "Machine learning",
          "RAG",
          "Large language models",
          "AI governance"
        ],
        "parentOrganization": {
          "@id": "https://alicelabs.ai/#organization"
        },
        "sameAs": [
          "https://www.linkedin.com/company/alicelabsai"
        ]
      },
      {
        "@type": "WebSite",
        "@id": "https://alicelabs.ai/#website",
        "url": "https://alicelabs.ai",
        "name": "Alice Labs",
        "alternateName": [
          "Alice Labs AB"
        ],
        "description": "AI consulting, implementation and training for businesses.",
        "publisher": {
          "@id": "https://alicelabs.ai/#organization"
        },
        "inLanguage": [
          "sv-SE",
          "en-US"
        ],
        "potentialAction": {
          "@type": "SearchAction",
          "target": {
            "@type": "EntryPoint",
            "urlTemplate": "https://alicelabs.ai/?q={search_term_string}"
          },
          "query-input": "required name=search_term_string"
        }
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@type": "CollectionPage",
    "name": "AI Insights: Strategy, Implementation, Search & Research",
    "description": "Expert AI insights from Alice Labs — strategy, implementation, AI search (LLMO/GEO), statistics, agents and governance. Research-backed, citable, updated for 2026.",
    "url": "https://alicelabs.ai/en/insights",
    "isPartOf": {
      "@type": "WebSite",
      "name": "Alice Labs",
      "url": "https://alicelabs.ai"
    },
    "mainEntity": {
      "@type": "ItemList",
      "numberOfItems": 15,
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "url": "https://alicelabs.ai/en/insights/ai-search",
          "name": "AI Search & LLMO"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "url": "https://alicelabs.ai/en/insights/ai-strategy",
          "name": "AI Strategy"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "url": "https://alicelabs.ai/en/insights/ai-implementation",
          "name": "AI Implementation"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "url": "https://alicelabs.ai/en/insights/ai-agents",
          "name": "AI Agents"
        },
        {
          "@type": "ListItem",
          "position": 5,
          "url": "https://alicelabs.ai/en/insights/ai-statistics",
          "name": "AI Statistics & Data"
        },
        {
          "@type": "ListItem",
          "position": 6,
          "url": "https://alicelabs.ai/en/insights/ai-automation",
          "name": "AI Automation"
        },
        {
          "@type": "ListItem",
          "position": 7,
          "url": "https://alicelabs.ai/en/insights/ai-seo",
          "name": "AI SEO"
        },
        {
          "@type": "ListItem",
          "position": 8,
          "url": "https://alicelabs.ai/en/insights/ai-training",
          "name": "AI Training & Education"
        },
        {
          "@type": "ListItem",
          "position": 9,
          "url": "https://alicelabs.ai/en/insights/ai-governance",
          "name": "AI Governance & Compliance"
        },
        {
          "@type": "ListItem",
          "position": 10,
          "url": "https://alicelabs.ai/en/insights/ai-industries",
          "name": "AI for Industries"
        },
        {
          "@type": "ListItem",
          "position": 11,
          "url": "https://alicelabs.ai/en/insights/ai-functions",
          "name": "AI for Business Functions"
        },
        {
          "@type": "ListItem",
          "position": 12,
          "url": "https://alicelabs.ai/en/insights/ai-tools",
          "name": "AI Tools & Technology"
        },
        {
          "@type": "ListItem",
          "position": 13,
          "url": "https://alicelabs.ai/en/insights/ai-sweden",
          "name": "AI in Sweden"
        },
        {
          "@type": "ListItem",
          "position": 14,
          "url": "https://alicelabs.ai/en/insights/ai-consulting",
          "name": "AI Consulting"
        },
        {
          "@type": "ListItem",
          "position": 15,
          "url": "https://alicelabs.ai/en/insights/generative-ai",
          "name": "Generative AI"
        }
      ]
    }
  },
  {
    "@context": "https://schema.org",
    "@type": "BreadcrumbList",
    "itemListElement": [
      {
        "@type": "ListItem",
        "position": 1,
        "name": "Home",
        "item": "https://alicelabs.ai/en"
      },
      {
        "@type": "ListItem",
        "position": 2,
        "name": "Insights"
      }
    ]
  }
]
```