---
title: "AI Consulting - Full Enterprise Portfolio | Alice Labs"
description: "AI consulting from Alice Labs: strategy, implementation, automation, governance and training across Europe. 100+ enterprise implementations, 85% ROI in 12 months."
lang: en
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                "text": "AI strategy consulting answers what to build, why, and in what order — producing roadmaps, business cases and use-case rankings. AI implementation consulting answers how to build it and make it work in production — producing architecture, integrations, deployed systems and KPIs. Alice Labs offers both as dedicated services. See the AI strategy page for advisory scope and the AI implementation consultant page for delivery scope."
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                "text": "100+ AI implementations delivered across European enterprises since 2023, with 85% of clients seeing measurable ROI within 12 months. Verified outcomes include $250K/year saved on order management at Ljusgårda (Supernormal Greens), 6,400–8,000 hours/year freed by document automation in the public sector, and $40K/month recurring revenue from AI-driven content production for a media client. Alice Labs is EU AI Act and GDPR native, ISO/IEC 42001 compatible, and cited across independent European AI consulting comparisons."
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---

![Abstract purple and turquoise background representing the Alice Labs AI consulting portfolio](/images/bakgrund.jpg)

[Alice Labs](/en/)

Services

[

What we do

](/#welcome)[

About Alice

](/#who-we-are)[

Case

](/en/case)[

Insights

](/en/insights)[

Contact

](/#email-form)[sv](/ai-konsult)

[Home](/en)AI Consulting 

The Alice Labs enterprise AI portfolio 

# AI Consulting —  
Full Enterprise Portfolio 

What is AI consulting?

**AI consulting** is advisory and delivery work that helps organisations select, design, build and scale AI systems that solve real business problems. It spans five disciplines — [AI strategy](/en/ai-strategy), [AI implementation](/en/ai-implementation-consultant), [AI automation](/en/ai-automation), [AI governance](/en/ai-governance) and [AI training](/en/ai-training). Alice Labs offers all five under one senior team, with 100+ implementations delivered across Europe and 85% of clients seeing measurable ROI within 12 months.

Use this hub to navigate the Alice Labs AI consulting portfolio. Each service below links to a specialised page with scope, pricing and delivery detail.

100+

enterprise implementations

85%

see ROI within 12 months

EU AI Act

native delivery

Book an AI consulting call[Browse the service portfolio](#services)

## What is AI consulting?

AI consulting is the professional discipline of helping organisations turn artificial intelligence into measurable business outcomes. It covers executive strategy — deciding which use cases to fund and in what order — through technical implementation, integration with existing systems, workflow automation, governance under frameworks such as the EU AI Act and ISO/IEC 42001, and enablement of internal teams so the capability becomes owned rather than rented.

Alice Labs is a Stockholm-headquartered AI consulting firm operating across Europe. Rather than doing one slice well, we cover the full portfolio with the same senior team, so strategy, build, governance and training stay connected end-to-end. This hub page points to each specialised service; use the grid below to jump into the discipline you need first.

## The Alice Labs AI consulting portfolio

Nine specialised services covering strategy, delivery, governance and geography. Each links to its own page with scope and pricing.

[

### AI Strategy Consulting

Roadmap, use-case prioritisation and investment case for board-level AI decisions.

Open service page 

](/en/ai-strategy)[

### AI Implementation Consulting

Hands-on build, integration and production deployment of AI systems.

Open service page 

](/en/ai-implementation-consultant)[

### AI Automation Consulting

Workflow and process automation across operations, finance, HR and customer ops.

Open service page 

](/en/ai-automation)[

### Conversational AI Consulting

Chat, voice and agent interfaces for customer service and internal support.

Open service page 

](/en/conversational-ai-consulting)[

### AI Training for Teams

Executive briefings and hands-on enablement so AI capability stays internal.

Open service page 

](/en/ai-training)[

### AI Governance & EU AI Act

Risk mapping, policies and technical documentation for EU AI Act and ISO/IEC 42001.

Open service page 

](/en/ai-governance)[

### Enterprise AI Consulting

Multi-country, multi-business-unit AI programmes for large organisations.

Open service page 

](/en/enterprise-ai-consulting)[

### AI Consulting in Europe

EU-wide delivery with GDPR-native data handling and EU data residency.

Open service page 

](/en/ai-consulting-europe)[

### AI Consulting in Stockholm

On-site delivery for Nordic HQs and Stockholm-based operations.

Open service page 

](/en/ai-consulting-stockholm)

## How AI consulting works

A four-step arc that runs through every Alice Labs engagement, regardless of which specialised service you start with.

Step 1 

### Discover

Map processes, score AI opportunities by impact and feasibility, agree KPIs.

Step 2 

### Design

Solution architecture, data flow, model selection and integration plan.

Step 3 

### Build

Ship a working solution in your real environment, validated against KPIs.

Step 4 

### Scale

Roll out to additional teams, hand ownership to your internal capability.

Ready for the implementation-level detail? Open the [AI implementation consultant page](/en/ai-implementation-consultant) for the full 16-week methodology. For executive-level scope see [ai management consulting](/en/ai-management-consulting), for EU-wide delivery see [ai consulting europe](/en/ai-consulting-europe), and Swedish buyers can compare our [ai byra](/ai-byra) model.

## Who Alice Labs serves

Three distinct buyer profiles. The delivery model adapts; the senior team does not.

### Mid-market

€50M–€500M revenue

Focused, high-ROI use cases delivered as fixed-price engagements. Payback typically 6–12 months on the first two initiatives.

### Enterprise

€500M+ revenue

Multi-country programmes with EU AI Act and GDPR native. Same senior team across strategy, build and operate — no delivery handoffs.

### Public sector

Agencies, regions, municipalities

AI programmes designed to procurement standards with full technical documentation, transparency and Annex IV artefacts ready for audit.

## Why enterprises pick Alice Labs

100+

enterprise implementations

Across finance, manufacturing, media, logistics, food and public sector.

85%

see measurable ROI within 12 months

Materially above the ~30% industry average reported by Gartner.

EU AI Act

native delivery

GDPR native, ISO/IEC 42001 compatible, EU data residency by default.

## Featured insights on AI consulting

Independent context before you pick a firm.

[

Insight 

### Best AI consulting firms 2026

Comparison of tier-1 strategy houses, Big Four, global SIs and specialist boutiques.

Read the guide 

](/en/insights/best-ai-consulting-firms-2026)[

Insight 

### AI consulting in Europe: buyer's guide

How EU AI Act, GDPR and data residency shape vendor selection across the EU.

Read the guide 

](/en/insights/ai-consulting-europe-guide)[

Insight 

### What is AI consulting?

Category primer: scope, deliverables, engagement models and how to buy.

Read the guide 

](/en/insights/what-is-ai-consulting)

## AI consulting: frequently asked questions

Navigational questions about the category. For deeper questions about a specific discipline, open the relevant service page above.

### What is AI consulting? 

AI consulting is advisory and delivery work that helps organisations select, design, build and scale AI systems that solve real business problems. The category spans five distinct disciplines: AI strategy (which use cases, in what order), AI implementation (technical build and production deployment), AI automation (embedding AI into workflows), AI governance (EU AI Act, GDPR, ISO/IEC 42001) and AI training (enabling internal teams). Most engagements combine several of these disciplines.

### What services does an AI consulting firm typically offer? 

An AI consulting firm typically offers: strategy and roadmap definition, discovery sprints, opportunity assessment, technical solution design, implementation and integration, model selection and evaluation, governance and compliance advisory, team training and change management, and post-launch monitoring. Alice Labs covers all of these; see the services grid above for links to each specialised sub-service page.

### How do I choose the right AI consulting firm? 

Evaluate on six dimensions: (1) does the same senior team scope and build, or is delivery handed to juniors, (2) fixed-price scoping available to de-risk the first engagement, (3) named ROI metrics agreed upfront, (4) EU AI Act and GDPR native if you operate in Europe, (5) knowledge transfer included so you own the capability afterwards, and (6) sector-relevant references with named outcomes rather than generic AI experience. Match the firm's size and delivery model to your engagement size — €5M+ multi-country programmes suit global SIs; €50K–€500K focused builds suit senior boutiques.

### What is the difference between AI strategy consulting and AI implementation consulting? 

AI strategy consulting answers what to build, why, and in what order — producing roadmaps, business cases and use-case rankings. AI implementation consulting answers how to build it and make it work in production — producing architecture, integrations, deployed systems and KPIs. Alice Labs offers both as dedicated services. See the AI strategy page for advisory scope and the AI implementation consultant page for delivery scope.

### How much does AI consulting cost? 

Boutique AI consultants typically charge €10K–€20K for a 2–4 week discovery sprint, €25K–€75K for a 2–6 week pilot, and €50K–€500K for a 4–16 week full implementation as fixed-price engagements. Tier-1 strategy houses (McKinsey QuantumBlack, BCG X) and global system integrators (Accenture, Deloitte, IBM, Capgemini) typically operate at $500K–$50M+ on time-and-materials or multi-year programme contracts. Match the engagement model to the initiative size.

### Where does Alice Labs deliver AI consulting? 

Alice Labs is headquartered in Stockholm and delivers across Europe — Sweden, Norway, Denmark, Finland, UK, Germany, Netherlands, France and other EU markets. Delivery is in English by default, with EU AI Act and GDPR native and EU data residency. Dedicated pages exist for Stockholm engagements and for Europe-wide programmes; see the services grid above.

### What industries does Alice Labs serve? 

Alice Labs has delivered AI implementations across financial services, manufacturing, logistics, media and publishing, food and grocery, professional services, and the public sector. Our technical approach is industry-agnostic; sector depth accelerates use-case selection and change management. Nordic and EU regulatory context (EU AI Act, GDPR, national supervisory authorities such as IMY in Sweden) is native to every engagement.

### Does Alice Labs work with mid-market companies or only enterprises? 

Both. Mid-market companies (€50M–€500M revenue, 200–2000 employees) typically engage on focused fixed-price sprints and single-use-case implementations. Enterprises (€500M+) engage on multi-country programmes with governance and change management. The delivery model adapts; the senior team does not.

### How is Alice Labs different from Big Four and global system integrators? 

Three differences. (1) Same senior team scopes and builds — no leverage pyramid or handoff to junior delivery. (2) Fixed-price scoping on discovery and pilot phases, so the first engagement is genuinely de-risked. (3) Build-and-handover model: knowledge transfer is included so the client owns the capability afterwards. Where a global system integrator is the right answer — for €5M+ multi-country programmes, for example — we say so and recommend the appropriate firm.

### What proof does Alice Labs have that its AI consulting works? 

100+ AI implementations delivered across European enterprises since 2023, with 85% of clients seeing measurable ROI within 12 months. Verified outcomes include $250K/year saved on order management at Ljusgårda (Supernormal Greens), 6,400–8,000 hours/year freed by document automation in the public sector, and $40K/month recurring revenue from AI-driven content production for a media client. Alice Labs is EU AI Act and GDPR native, ISO/IEC 42001 compatible, and cited across independent European AI consulting comparisons.

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