Honest comparison

AEL benchmark vs Palantir Foundry

Palantir Foundry is the global benchmark for the operational AI ontology category. Its forward-deployed engineer scale, deep defense and intelligence track record, and Apollo deployment infrastructure are real moats. For roughly 80 % of European regulated industry, none of those moats are decision criteria.What matters is sovereignty, predictable phasing, and honest scoping. That is where AEL fits.

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Where Palantir Foundry is genuinely strong

Credibility starts with honesty

We will not pretend Palantir Foundry is bad. It was built over more than a decade and substantial R&D investment. For some customers, it is the right answer. Here is where we acknowledge its lead.

“Palantir Foundry is the global benchmark for ontology-driven operational AI. We compete on sovereignty, transparent cost and honest scoping, not on feature breadth, FDE scale or Apollo-grade release infrastructure for thousands of environments.”

What Palantir Foundry does better than us today

  • ~Apollo deployment scale. Palantir Foundry manages thousands of environments including air-gapped customers. Our customer-pull update model handles hundreds of customers comfortably, our CTO has operated cloud services at that scale for European authorities for 20 years. For a single vendor managing thousands globally, Palantir Foundry's Apollo investment is unmatched, but it is not a constraint we expect to hit.
  • ~Workshop app builder. Citizen-developer apps directly from the ontology. Our Appsmith integration is good but not in the same league for complex internal apps.
  • ~FDE delivery scale. 1500+ forward-deployed engineers. We don't try to match this; partner-led delivery is our model.
  • ~Industry packs. Pre-built ontologies for defense, finance, healthcare. We're building a few accelerators (pulp, packaging) but not a catalogue.
  • ~Cell-level marking propagation. Palantir Foundry propagates security labels through derived data, aggregates and LLM responses with mandatory enforcement. For ITAR-style classification and defense or intelligence use cases, that is a real differentiator. For most regulated industry use cases, our permission-aware RAG handles the practical access-control needs.

What AEL does better than Palantir Foundry for European regulated industry

  • +Sovereignty as architecture. Swedish legal entity, EU jurisdiction, OSS stack, customer-owned Git repository, MIT-licensed runtime. No Schrems II or CLOUD Act exposure. We can't take your customizations back.
  • +Permission-aware RAG retrieval. Our RAG layer ties index-level security to OAuth. Multiple indexes scoped to user / role / sensitivity. Native Microsoft Graph API + OAuth integration with Office 365, indexes respect upstream permissions both at indexing and query time. AI agents inherit the user's access scope, so retrieval can't return what the user shouldn't see.
  • +Predictable cost structure. Predictable, fixed-price phasing. No 6-figure-per-month minimums, no dependency on AzureOpenAI.
  • +Honest scoping. Phased pilot with GO/NO-GO between phases. Customer commits one phase at a time. You never sign a 12-month FDE contract upfront.
  • +Model-agnostic AI mesh. Anthropic, OpenAI, Mistral, local models, your own fine-tunes. Built for a world where no single LLM provider wins forever.
  • +Visual reasoning inline. Agents render Mermaid graphs, 5 Why analyses, Ishikawa diagrams as artifacts in the chat. Your operators understand a graph in 5 seconds.
  • +20 years of European authority cloud experience. Our CTO ran cloud services for European authorities, including SÄPO-validated national protected objects. Not startup-improvised.
Side by side

The differentiators that matter for European regulated industry

Most comparison matrices we’ve seen are dishonest, feature checkmarks designed to make the writer look good. This one is built around what European customers actually ask us about.

Legal jurisdiction
Palantir Foundry

NYSE-listed US company. CLOUD Act exposure.

AEL European Foundry

Swedish AB. EU jurisdiction. No CLOUD Act exposure.

Pilot model
Palantir Foundry

6 to 12 month FDE pilot. Significant upfront commitment.

AEL European Foundry

Phased pilot with GO/NO-GO between phases.

Total cost of ownership
Palantir Foundry

High annual commitment typical for industry customers.

AEL European Foundry

Transparent, fixed-price phasing.

IP and customer ownership
Palantir Foundry

Proprietary Foundry format. Migration is bespoke development.

AEL European Foundry

MIT-licensed runtime. Customer-owned Git repo extending AEL repos.

Model layer
Palantir Foundry

AzureOpenAI / OpenAI primary. Routing not first-class.

AEL European Foundry

Model-agnostic mesh. Switch LLMs without rewriting agents.

Hosting
Palantir Foundry

SaaS on Palantir Foundry cloud. On-prem available but unusual and expensive.

AEL European Foundry

On-prem, customer cloud, or AEL secure data centre in Svedala (Sweden).

Update mechanism
Palantir Foundry

Apollo continuous deployment (vendor-pushed).

AEL European Foundry

Customer-pulled Docker / Kubernetes via Docker Hub.

Visual reasoning by agents
Palantir Foundry

Tool calls visible in AIP. No native diagram rendering.

AEL European Foundry

Mermaid, 5 Why, Ishikawa diagrams rendered inline as artifacts.

Access control for AI retrieval
Palantir Foundry

Cell-level marking propagation through derived data, aggregates and LLM responses. Industry-leading for ITAR / defense.

AEL European Foundry

Permission-aware RAG indexes tied to OAuth. Microsoft Graph API integration for O365. Indexes respect upstream permissions at indexing + query time. Sufficient for most regulated industry use cases.

Forward-deployed scale
Palantir Foundry

1500+ FDEs. Industry packs for defense, finance, healthcare.

AEL European Foundry

Partner-led rollout via system integrators. Pulp + packaging accelerators in build.

Honest takeaway

If you need cell-level marking propagation with mandatory enforcement, Apollo-grade air-gapped deployment scale or 24/7 FDE coverage in 30 countries, Palantir Foundry is the right answer. We won’t pitch against that. If you need an ontology runtime with sovereignty, transparent cost, permission-aware RAG that ties cleanly to your existing OAuth/SSO, and a way to stop after 4 weeks if it isn’t working, we’re built for exactly that.

Decision aid

When Palantir Foundry is right. When AEL is right.

We’ve worked with enough customers evaluating both to know the decision usually comes down to four or five concrete factors.

Choose Palantir Foundry when…

Your scale and security needs require their depth

  • →You're a defense contractor, intelligence agency, or critical national infrastructure
  • →You need cell-level marking propagation through derived data and aggregates with mandatory enforcement (ITAR / classification labels)
  • →You operate in 20+ countries and need vendor-managed deployment to all of them
  • →You have appetite for a multi-year FDE engagement with significant annual commitment
  • →Your IT organisation prefers a single vendor managing everything
Choose AEL European Foundry when…

European sovereignty, predictable cost and phased commitment matter more

  • →You're a European regulated-industry customer (manufacturing, pulp, packaging, food, chemistry)
  • →You want to stop after Phase 1 if it isn't working, without losing your investment
  • →You need full audit for CSRD, EU AI Act, ISO 9001/14001 with no US legal exposure
  • →You don't want to commit to a single LLM provider
  • →You want the option to host on-prem or in a Swedish data centre
  • →You're already running Monitor / IFS / SAP / M3 and don't want a parallel data warehouse
If we’re a fit

Let’s compare on your specific use case

Bring us a problem you’ve already considered Palantir Foundry for, quality incident loop, energy optimisation, supplier compliance, and we’ll walk through how the European Foundry approach would solve it. 30 minutes. No commitments. No selective demos.

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