llm-integration.eu

Claude and private LLMs for European companies

Run Claude in Europe.
Keep your data in the EU.

Independent guides, news and statistics on running Claude via AWS Bedrock, Google Vertex AI and Microsoft Foundry in the EU: data residency, GDPR, costs.

Guides

77 · Latest
GDPR & AI Actcomparison

Codex vs Claude Code: cost, EU hosting, governance

Codex vs Claude Code for enterprise teams: deployment paths, EU processing, pricing and what IT can actually enforce. Vendor documentation, checked October 2026.

29 October 2026 · 10 min read

Modelsglossary

What is Claude? The LLM, the apps and the API

What is Claude? Anthropic's model family explained: the four current models, every access path, what it costs, and where Claude can run inside the EU.

29 October 2026 · 7 min read

Private inferenceguide

Agentic AI platform in the EU: build it on Claude

What an internal agentic platform on Claude needs in the EU: the harness choice, the gateway requirements, residency limits, and which parts you should not build.

28 October 2026 · 11 min read

Modelsguide

AI adoption strategy: the first 90 days with Claude

A 90-day Claude rollout in the EU: the settings you cannot change later, the identity work that gates everything, and what adoption looks like in numbers.

28 October 2026 · 9 min read

Pricingguide

AI business case for Claude: cost per task 2026

How to build a defensible business case for Claude: cost per task at current token prices, what caching and regional endpoints change, and which use cases to cut.

28 October 2026 · 10 min read

GDPR & AI Actguide

AI Center of Excellence for a Claude program

What an AI CoE should own when a company runs Claude: four functions worth centralising, the numbers it reports, and the group controls that enforce policy.

28 October 2026 · 10 min read

GDPR & AI Actguide

AI disclosure rules: provider or deployer?

Put Claude in your own product and the AI Act may reclassify you from deployer to provider. The three triggers in Article 25, and what Article 50 asks you to mark.

28 October 2026 · 12 min read

Pricingguide

AI FinOps for Claude: where the token bill moves

AI FinOps for Claude: the four levers that actually cut a token bill, why spend limits are per member rather than pooled, and where each setup lets you cap spend.

28 October 2026 · 10 min read

Modelsguide

AI proof of concept with Claude: a 6-week plan

How to run a Claude proof of concept that produces a decision: what to set up before week one, the kill criteria, what it costs, and the irreversible settings.

28 October 2026 · 9 min read

GDPR & AI Actguide

AI readiness assessment for Claude: EU checklist

What a paid AI readiness and governance assessment has to produce before a Claude rollout: the regulatory gates, the platform checks, and a maturity model worth scoring.

28 October 2026 · 9 min read

Private inferenceguide

AI SDLC with Claude Code: redesign the pipeline

Which SDLC stages change when Claude Code becomes the engine, what the pipeline needs beyond a laptop install, and the cost and capacity figures to plan with.

28 October 2026 · 11 min read

Modelsguide

AI strategy for Claude: the 2026 EU roadmap

How to sequence a Claude program in the EU: the AI Act dates that fix the calendar, the platform choice that fixes residency, and what the first year costs.

28 October 2026 · 11 min read

GDPR & AI Actguide

Claude SSO and SCIM: the setup that holds

How SSO and SCIM provisioning work on Claude Enterprise: the three modes, the email attribute that breaks logins, group mappings, and the GDPR leaver gap.

28 October 2026 · 8 min read

GDPR & AI Actguide

Claude training: an AI Act Article 4 curriculum

What Claude training has to cover to close the AI Act literacy duty: a curriculum per role, the settings generic AI courses miss, and how to prove it happened.

28 October 2026 · 10 min read

AWS Bedrockguide

Bedrock Invocation Logging for Claude in the EU

Bedrock model invocation logging in the EU: off by default, 100 KB inline, bedrock-runtime only. CloudWatch or S3 in the same Region. EU profile sets residency.

27 October 2026 · 9 min read

AWS Bedrockguide

Bedrock API keys: call Claude from the EU

Bedrock API keys for Claude in the EU: short-term 12 hours, long-term 1 to 365 days, two keys per IAM user. EU profile still required. Use IAM in production.

26 October 2026 · 8 min read

AWS Bedrockguide

Bedrock PrivateLink: Claude without public internet

Bedrock PrivateLink for Claude in Frankfurt: VPC endpoint, no NAT, EU profile, 0.01 USD/GB. No FIPS in the EU. Compare Google PSC and Foundry.

25 October 2026 · 9 min read

GDPR & AI Actguide

Claude Zero Data Retention in the EU

Claude Zero Data Retention in the EU: no prompt storage after the response, Batch 29 days, Fable 30 days. Bedrock mode none, Google checklist, Foundry 400.

24 October 2026 · 10 min read

Modelsguide

Claude Haiku 5.5: EU pricing and setup 2026

Claude Haiku 5.5 in the EU: 0.10/0.50 USD up to 100k tokens, Bedrock eu.anthropic.claude-haiku-5-5, Google Europe 1,500 QPM. IDs, prices and migrate from 4.5.

23 October 2026 · 10 min read

Pricingguide

Claude Prompt Caching: EU Prices and Setup 2026

Claude prompt caching in the EU: Sonnet 5.5 cache reads cost 0.10 USD plus 10 percent. Bedrock, Google and Foundry setup, break-even and residency pitfalls.

21 October 2026 · 9 min read

GDPR & AI Actguide

Sovereign AI Europe: checklist for companies 2026

Sovereign AI Europe 2026: five controls, AWS Brandenburg partition, Bedrock EU geo, Google Assured Workloads, Foundry with no EU zone. Prices and AI Act.

20 October 2026 · 9 min read

Open-weight LLMsguide

Private LLM EU: self-host or Claude on Bedrock 2026

Private LLM EU 2026: Gemma 4 in Frankfurt at 0.17/0.48 USD, Bedrock import at 0.07144 USD per minute, or Claude behind eu.anthropic. Prices and AI Act.

19 October 2026 · 9 min read

AWS Bedrockguide

Bedrock Quotas for Claude in the EU (2026)

Bedrock quotas for Claude in EU regions: default TPM per model, the 10x output burndown, max_tokens reservations, quota increases by CLI and when Reserved pays off.

18 October 2026 · 11 min read

Private inferenceguide

Claude Code Telemetry: OpenTelemetry Setup for Teams

Claude Code telemetry with OpenTelemetry: the 8 metrics, privacy defaults, a managed-settings file, a collector that strips user IDs, and Bedrock or Vertex setups.

18 October 2026 · 11 min read

GDPR & AI Actguide

Claude Data Residency: EU Inference 2026

Claude data residency 2026: the API pins only US or global. EU inference runs on Bedrock eu.anthropic or Google Europe. Foundry has no EU zone.

18 October 2026 · 11 min read

Pricingguide

Claude AWS Marketplace: pay Claude from your cloud commit

Buy Claude through AWS Marketplace, Google Cloud Marketplace or Microsoft Foundry: what draws down your commit, who invoices, where data runs in the EU.

17 October 2026 · 10 min read

Private inferenceguide

Claude Outage Runbook: 429, 529 and EU Fallback

What to do in a Claude outage: error codes 429 and 529 explained, retry settings, and a Bedrock to Vertex fallback that keeps every request inside the EU.

16 October 2026 · 12 min read

Modelscomparison

Gemma vs Claude: EU pricing, Frankfurt 2026

Gemma vs Claude 2026: Gemma 4 31B in Frankfurt is 0.17 / 0.48 USD. Claude Sonnet 5.5 stays behind eu.anthropic at 2 / 10 plus 10 percent.

16 October 2026 · 9 min read

Modelscomparison

Llama vs Claude: EU regions, EOL 2026

Llama vs Claude 2026: the 3.2 EU profile ended 7 July 2026. Llama 4 stays US-geo. Claude Sonnet 5.5 on eu.anthropic is 2 / 10 plus 10 percent.

15 October 2026 · 10 min read

GDPR & AI Actguide

Claude Compliance API: audit logs and SIEM export 2026

What the Claude Compliance API exports, how to pull audit logs into a SIEM, and what CloudTrail, Bedrock invocation logging and Vertex audit logs record instead.

14 October 2026 · 12 min read

Modelscomparison

Qwen vs Claude: EU pricing, regions 2026

Qwen vs Claude 2026: Next 80B in Ireland is 0.18 / 1.41 USD. Coder Next in London is 0.78 / 1.86. Claude Sonnet 5.5 uses the eu. profile, 2 / 10 plus 10 percent.

14 October 2026 · 10 min read

Modelsguide

Claude Consulting Partner: 12 Selection Criteria (2026)

How to choose a Claude consulting partner in the EU: 12 criteria, partner tiers explained, GDPR Article 28 checks, red flags, interview questions and a scoring sheet.

13 October 2026 · 13 min read

Modelscomparison

Mistral vs Claude: EU regions and price 2026

Mistral vs Claude 2026: Large 3 on Bedrock has no EU region at 0.50 / 1.50 USD in the US. Devstral in Frankfurt is 0.48 / 2.40. Claude uses the eu. profile.

13 October 2026 · 9 min read

Pricingstats

DeepSeek pricing 2026: Bedrock EU vs self-host

DeepSeek pricing 2026: Bedrock V3.2 in Stockholm is 0.74 / 2.22 USD per 1M tokens, in-region only. Compare Claude Sonnet 5.5, Google MaaS and self-hosting.

12 October 2026 · 7 min read

Private inferenceguide

Claude Code Workflows for EU Teams 2026

Claude Code workflows for EU teams: dynamic agents, GitHub Actions on Bedrock EU, governance and cost. How prompts stay in the Union and limits hold.

11 October 2026 · 10 min read

AWS Bedrockguide

Internal AI Platform: LibreChat vs Open WebUI on Bedrock

Build an internal AI platform with Claude for all staff: LibreChat or Open WebUI, Entra SSO, Bedrock EU profiles, config snippets and the real operating effort.

11 October 2026 · 11 min read

Modelscomparison

Claude Enterprise Support: Anthropic, AWS, Google 2026

Claude enterprise support compared: what Anthropic, AWS, Google Cloud and Microsoft deliver for Claude, response times, support fees, and who owns model issues.

10 October 2026 · 10 min read

Pricingguide

Claude Usage Limits: Plans vs API vs Bedrock 2026

Claude usage limits 2026: five-hour plan sessions, API Start/Build/Scale caps of 500 to 200,000 USD, plus Bedrock, Google and Foundry quotas for EU teams.

10 October 2026 · 12 min read

Private inferencecomparison

LLM Observability for Claude: EU Stacks Compared

LLM observability for Claude in the EU: Bedrock invocation logging and CloudWatch, Vertex AI logging to BigQuery, OpenTelemetry and Langfuse compared.

10 October 2026 · 11 min read

GDPR & AI Actcomparison

Copilot vs Claude for EU Companies 2026

Copilot vs Claude for EU companies: Microsoft 21 or 30 USD per seat plus Microsoft 365. Claude Team 20 to 125 USD. EU Data Boundary, flex routing, Bedrock.

9 October 2026 · 10 min read

AWS Bedrockguide

Agentic RAG with Claude in the EU 2026

Agentic RAG with Claude in the EU: Bedrock Managed Knowledge Bases in Frankfurt or Ireland, AgenticRetrieveStream pricing, and when to host the index yourself.

8 October 2026 · 10 min read

Private inferencecomparison

AI Gateway vs LLM Gateway for Claude in the EU (2026)

AI gateway or LLM gateway for Claude? We compare Claude apps gateway, LiteLLM, Portkey, Kong, Cloudflare, Azure APIM and Apigee on EU residency, budgets and price.

8 October 2026 · 10 min read

Pricingguide

Claude Console: Workspaces, Keys, Limits 2026

Claude Console for EU teams: up to 100 workspaces, spend caps 500 to 200,000 USD, rate limits by tier. Keys, residency only US or global, Bedrock for EU.

7 October 2026 · 10 min read

Private inferenceguide

LLMOps for Claude: Operating Model, Roles and SLOs

LLMOps for Claude in production: how it differs from MLOps, the lifecycle from prompt versioning to model retirement, recommended SLOs, tooling and roles.

7 October 2026 · 11 min read

Microsoft Foundryguide

Azure AI Foundry: Claude, regions, CCU 2026

Azure AI Foundry explained: more than 10,000 models, Claude Hosted on Azure or Anthropic, CCU at 0.01 USD. No EU data zone, Global or US only. Setup and prices.

6 October 2026 · 9 min read

GDPR & AI Actguide

AI compliance for Claude: AI Act, GDPR, NIS2 matrix

AI compliance for Claude via API, Bedrock or Google Cloud: which AI Act, GDPR and NIS2 duty applies to whom, which evidence to keep, and the 24h and 72h deadlines.

5 October 2026 · 12 min read

GDPR & AI Actguide

AI governance framework for Claude: roles and controls

An AI governance framework for Claude in EU companies: roles, a RACI, use case approval, AI Act risk tiers, and controls on Claude Enterprise, Bedrock and Vertex.

5 October 2026 · 13 min read

Private inferenceguide

Claude Skills for enterprise: API, Code, EU

Claude Skills in 2026: SKILL.md folders, 20 Skills per API request, code execution 0.05 USD/h after 1,550 free hours. No ZDR. Not on Bedrock or Google Cloud.

5 October 2026 · 10 min read

Private inferenceguide

Managed AI Services for Claude: RACI and GDPR Duties

What a Claude managed service takes over and what stays with you: a RACI across company, provider, AWS or Google and Anthropic, plus GDPR Art. 28 and SLA terms.

4 October 2026 · 11 min read

Modelsguide

Claude Partner Network 2026: Tiers and EU Partners

Claude Partner Network explained: Select, Preferred and Global Premier requirements, what partners get, and how to find a listed Claude partner in DACH and Europe.

4 October 2026 · 11 min read

Modelsguide

Claude Sonnet 5: EU IDs, Price, Bedrock 2026

Claude Sonnet 5 in the EU 2026: Sonnet 5.5 is 2/10 USD, Bedrock ID eu.anthropic.claude-sonnet-5-5, Google Europe multi-region. IDs, prices and a runnable call.

4 October 2026 · 10 min read

AWS Bedrockguide

Claude Agent SDK in the EU: Bedrock and Vertex AI

Run the Claude Agent SDK on Amazon Bedrock or Vertex AI with EU data residency: env vars, eu. model IDs, hosting patterns, cost drivers and Python/TS code.

3 October 2026 · 12 min read

GDPR & AI Actguide

Claude Code Security: Permissions, Sandbox, Secrets

Claude Code security for enterprise teams: deny rules, the Bash sandbox, .env protection, prompt injection risks and a hardened managed settings baseline.

3 October 2026 · 12 min read

Pricingcomparison

Claude Team Plan for European Teams 2026

Claude Team plan for European teams: Standard 20 or 25 USD, Premium 100 or 125 USD, 2 to 150 seats. DPA yes, no EU inference. Team vs Enterprise and Bedrock.

3 October 2026 · 11 min read

Private inferenceguide

Claude MCP in the Enterprise: Approve and Secure 2026

Claude MCP for companies: local vs remote servers, .mcp.json scopes, managed-mcp.json, allowlists, OAuth, prompt injection risks and an approval process.

2 October 2026 · 12 min read

Modelscomparison

Claude Sonnet vs Opus for Company Workloads 2026

Claude Sonnet vs Opus in 2026: Sonnet 5.5 is 2/10 USD, Opus 5.5 is 4/20 USD. Both have Bedrock and Google EU routes. Cost-per-task table and when to switch.

2 October 2026 · 11 min read

Private inferenceguide

Langfuse for Claude: Self-Hosted in the EU

Self-host Langfuse in the EU and trace Claude on Bedrock and Vertex: Docker Compose vs Helm, Cloud EU pricing, OpenTelemetry code and GDPR rules for prompt traces.

2 October 2026 · 11 min read

Modelsguide

Claude Fable 5.1 in Europe: Price and Retention

Claude Fable 5.1 in Europe: 10/50 USD globally, 11/55 USD on Google EU, no Bedrock EU geo profile, 30-day Covered Model retention, and when to stay on Opus 5.

1 October 2026 · 9 min read

Pricingcomparison

Claude Max for companies: cost, limits, DPA

Claude Max costs 100 or 200 USD per month and stays a consumer plan without a DPA. When Team, Enterprise or Bedrock EU is the better company choice.

30 September 2026 · 10 min read

AWS Bedrockguide

LiteLLM EU Gateway: Claude via Bedrock

Self-host LiteLLM in the EU as a Claude gateway on Bedrock: port 4000, Postgres budgets that fail open without a database, and the eu.anthropic.claude-sonnet-5 profile.

29 September 2026 · 9 min read

Pricingstats

Claude Code Pricing 2026: Plans, API, and Bedrock EU Costs

Complete Claude Code pricing for teams: Pro $17, Max $100, Team $20/seat, Enterprise $20/seat + API, Bedrock EU rates and per-developer cost examples.

1 October 2026 · 6 min read

Modelsguide

Jev TypeSafe: Decision Model for EU Teams 2026

Jev by TypeSafe: typed Choice, Score and Noul in 70 to 500 ms at $0.042/MTok. Route it beside Claude in the EU, and watch the US-hosting GDPR catch.

20 September 2026 · 8 min read

AWS Bedrockguide

Amazon Bedrock: which models stay in the EU, at what price

Amazon Bedrock explained for EU teams: how it works, which of 18 providers keep data in the EU, prices per 1M tokens, data protection and a first boto3 call.

19 September 2026 · 15 min read

Modelsguide

Claude API Key: Create, Secure or Skip It (2026)

How to create a Claude API key in the Console, pick the right key type, use workspaces and expiry, what it costs, and when EU teams should use IAM instead.

19 September 2026 · 11 min read

Pricingstats

Claude API Pricing EU 2026: Bedrock, Google, Foundry

Claude API pricing in the EU: Fable 5.1, Opus 5, Sonnet 5 and Haiku 4.5 on Anthropic, Bedrock, Google Cloud and Foundry, the 10% EU premium and 3 cost examples.

19 September 2026 · 9 min read

AWS Bedrockguide

Claude Code Bedrock: EU Data Residency Setup 2026

Configure Claude Code with Amazon Bedrock so prompts stay in the EU: env vars, eu. inference profiles, IAM policy, SSO, team settings.json and cost control.

1 October 2026 · 11 min read

GDPR & AI Actguide

Claude Cowork Enterprise: EU Setup on Bedrock or Google

Claude Cowork enterprise setup with third-party inference: Bedrock EU profile or Google eu region, local history, missing features, costs, GDPR checklist.

19 September 2026 · 12 min read

GDPR & AI Actguide

Claude Data Privacy: Does Claude Train on Your Data?

Claude data privacy by plan: training, opt-out, retention and processor role on Free, Pro, Max, Team, Enterprise, API and Bedrock, plus a 2026 DPO checklist.

19 September 2026 · 10 min read

Pricingcomparison

Claude Enterprise in the EU: Pricing vs Bedrock 2026

Claude Enterprise pricing, seat minimums, SSO, SCIM and retention compared with Claude on Bedrock, Google Cloud and Foundry for European companies in 2026.

19 September 2026 · 11 min read

Pricingstats

Claude Pricing Plans 2026: Free, Pro, Max, Team, Enterprise

Claude pricing plans 2026 compared: monthly and annual prices, usage, SSO, retention and training rules, EU API rates and a cost example for a 20-person team.

19 September 2026 · 8 min read

GDPR & AI Actcomparison

Claude vs ChatGPT for European Companies (2026)

Claude vs ChatGPT for European companies: business plans, training defaults, retention, EU data residency, API prices and a decision matrix, all sourced.

19 September 2026 · 11 min read

Open-weight LLMsguide

DeepSeek V4.1 Flash Self-Hosted: VRAM, GPUs and vLLM 2026

Run DeepSeek V4.1 Flash self-hosted in the EU: 510 GB checkpoint, VRAM math, 8x H200 or 4x B200 setups, vLLM and SGLang commands, MIT license, GDPR.

19 September 2026 · 11 min read

GDPR & AI Actguide

EU AI Act for LLM deployers: 2026 checklist for Claude

What the EU AI Act requires from companies that deploy LLMs such as Claude in 2026: dates after the Omnibus, provider vs deployer, GPAI duties, checklist.

19 September 2026 · 11 min read

AWS Bedrockguide

Claude on AWS Bedrock in the EU: 2026 Setup Guide

Run Claude Opus 5 and Sonnet 5 on AWS Bedrock with EU data residency: inference profiles, EU regions, IAM, boto3 code, 2026 prices and the pitfalls.

18 September 2026 · 12 min read

GDPR & AI Actcomparison

Claude GDPR Compliance in Europe: 2026 Provider Comparison

Bedrock, Vertex AI, Microsoft Foundry or the Anthropic API: which way to use Claude meets GDPR and EU data residency in 2026? Decision matrix, ZDR, AI Act.

1 October 2026 · 11 min read

Google Vertex AIguide

Claude on Vertex AI in Europe: EU Endpoint Guide 2026

Use Claude Opus 5 and Sonnet 5 on Google Vertex AI with EU data residency: the eu multi-region endpoint, IAM setup, Python code, prices and quotas.

18 September 2026 · 11 min read

News