appliedAI vs Artefact: full comparison for 2026
Quick verdict
appliedAI (4.4/5) edges ahead of Artefact (4.2/5) overall. appliedAI is the better choice for german industrial firms seeking neutral AI guidance. Artefact is the stronger option for large consumer brands across European markets. The right choice depends on how independent you need the advice to be, your regulatory exposure, and your budget.
appliedAI vs Artefact: head-to-head summary
| Criterion | appliedAI | Artefact |
|---|---|---|
| Founded | 2017 | 2014 |
| HQ | Munich, Germany | Paris, France |
| Team size | ~120 | 1,700+ |
| Rating | 4.4 / 5 | 4.2 / 5 |
| Primary differentiator | Advice from a German AI ecosystem with a non-profit institute focused on AI Act practice | Data governance and AI planning with engineers in the same firm |
| Pricing model | Project and program fees; rates on request | Consulting fees; rates not published |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | EU AI Act, GDPR, ISO/IEC 42001 | EU AI Act, GDPR, Google Cloud |
| Industries served | Manufacturing, Automotive, Energy, Financial services, Public sector | Consumer goods, Retail, Luxury, Financial services, Telecom |
appliedAI vs Artefact: overview
appliedAI
appliedAI grew out of UnternehmerTUM, the entrepreneurship center linked to the Technical University of Munich, in 2017, and has run as a joint venture with the Innovation Park Artificial Intelligence in Heilbronn since 2022. It has two parts: appliedAI Initiative GmbH, which advises and trains companies, and the non-profit appliedAI Institute for Europe, which publishes on AI regulation and how to put the AI Act into practice. Directory estimates put the company at around 120 people. German industrial firms use it for readiness, governance, and training more than for large builds.
Artefact
Since its founding in Paris in 2014, Artefact has grown to more than 1,700 people in 25 countries. Cinven bought a majority stake in 2025 at a valuation above €1 billion, and the firm plans to triple in size by 2030, partly through acquisitions. Its advisory partners handle data governance and AI planning for large consumer brands. The same firm then builds, which is efficient but less neutral than a pure adviser.
Services and capabilities: appliedAI vs Artefact
| Capability | appliedAI | Artefact |
|---|---|---|
| Readiness assessment | ✓ | ✗ |
| Use-case prioritization | ✓ | ✓ |
| TCO / ROI modeling | ✗ | ✗ |
| AI governance & EU AI Act | ✓ | ✓ |
| Build vs. buy advice | ✗ | ✗ |
| Independent audit or assurance | ✗ | ✗ |
| Roadmap any vendor can implement | ✗ | ✗ |
| Delivery capability after advice | ✗ | ✓ |
Frameworks and platforms: appliedAI vs Artefact
| Framework / platform | appliedAI | Artefact |
|---|---|---|
| EU AI Act | ✓ | ✓ |
| GDPR | ✓ | ✓ |
| DORA | N/A | N/A |
| NIST AI RMF | N/A | N/A |
| ISO/IEC 42001 | ✓ | N/A |
| Azure | N/A | ✓ |
| AWS | N/A | N/A |
| Google Cloud | N/A | ✓ |
Pricing comparison: appliedAI vs Artefact
| Criterion | appliedAI | Artefact |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed-scope assessment, Multi-use-case advisory, Ongoing advisory | Multi-use-case advisory, Ongoing advisory, Delivery team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: appliedAI vs Artefact
| Dimension | appliedAI | Artefact |
|---|---|---|
| Best company size | Startup to mid-market | Mid-market to enterprise |
| Best industries | Manufacturing, Automotive, Energy | Consumer goods, Retail, Luxury |
| Best use cases | AI readiness and governance for a German manufacturer., Interpreting AI Act obligations for industrial AI systems. | Data governance before scaling marketing AI., AI planning for a consumer brand in many EU markets. |
| Typical project type | Fixed-scope assessment | Multi-use-case advisory |
appliedAI vs Artefact: pros and cons
| appliedAI | |
|---|---|
| + | No platform or large delivery business to sell, which keeps advice neutral |
| + | Non-profit institute publishes practical guidance on applying the AI Act |
| + | Training programs for staff at many levels |
| + | Close links to German industry and research |
| - | Focused on Germany, with less reach elsewhere |
| - | Joint-venture structure is unusual, so ask which entity you contract with |
| - | Not a delivery partner for large builds |
| Artefact | |
|---|---|
| + | Data governance is a core practice |
| + | Advisers and engineers share one firm |
| + | Present in 25 countries |
| - | Majority-owned by Cinven since 2025, with acquisition-led growth ahead |
| - | Advice tends to lead to its own delivery work |
| - | Best suited to large brands |
Who should choose appliedAI?
A typical fit: AI readiness and governance for a German manufacturer.
Advice from a German AI ecosystem with a non-profit institute focused on AI Act practice. Minimum engagement is not publicly disclosed. Works best with clients in Manufacturing, Automotive, Energy, Financial services, Public sector.
Who should choose Artefact?
A typical fit: data governance before scaling marketing AI.
Data governance and AI planning with engineers in the same firm. Minimum engagement is not publicly disclosed. Works best with clients in Consumer goods, Retail, Luxury, Financial services, Telecom.
Decision matrix: appliedAI vs Artefact
| Your situation | Recommended choice |
|---|---|
| You want advice with no build contract attached | appliedAI |
| Finance needs run costs before approving anything | Neither lists cost modeling; ask for a sample |
| Some of your use cases may be high-risk under the EU AI Act | Both cover AI Act classification |
| You need an outside check on a system already built | Neither; use a dedicated auditor |
| You want the same firm to build what it recommends | Artefact |
| Your budget is at the lower end | Compare: appliedAI (Not disclosed) vs Artefact (Not disclosed) |
| You need advisers in many countries at once | Artefact |
Use case fit: appliedAI vs Artefact
| Use case | appliedAI fit | Artefact fit | Winner |
|---|---|---|---|
| AI readiness and governance for a German manufacturer. | Strong | Limited | appliedAI |
| Interpreting AI Act obligations for industrial AI systems. | Strong | Limited | appliedAI |
| Data governance before scaling marketing AI. | Limited | Strong | Artefact |
| AI planning for a consumer brand in many EU markets. | Limited | Strong | Artefact |
Verdict: appliedAI vs Artefact
appliedAI (4.4/5) is the stronger overall choice for most AI Advisory projects. Advice from a German AI ecosystem with a non-profit institute focused on AI Act practice.
Artefact (4.2/5) is worth a look if you need AI planning for a consumer brand in many EU markets. If your situation matches that, Artefact is a competitive option.
Related comparisons
appliedAI vs Artefact FAQ
Is appliedAI better than Artefact?
appliedAI (4.4/5) scores higher overall, but "better" depends on your use case. appliedAI's strongest advantage: no platform or large delivery business to sell, which keeps advice neutral. Artefact's strongest advantage: data governance is a core practice.
How do appliedAI and Artefact differ in pricing?
appliedAI's pricing: project and program fees; rates on request. Artefact's pricing: consulting fees; rates not published. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.
Which is better for enterprise: appliedAI or Artefact?
Artefact is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each firm before shortlisting.
What are the main differences between appliedAI and Artefact?
appliedAI's primary differentiator is: advice from a German AI ecosystem with a non-profit institute focused on AI Act practice. Artefact's primary differentiator is: data governance and AI planning with engineers in the same firm. They also differ in team size (~120 vs 1,700+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Manufacturing, Automotive vs Consumer goods, Retail).
Verify all details directly with each firm before making a decision.