Posts tagged with "GDPR"

Found 17 posts

Azure & Cloud
September 3, 2026

Claude Fable 5.1 in Foundry: cache math and the EU caveats

Claude Fable 5.1 keeps Fable 5's $10/$50 pricing but cuts cache reads to $0.25 per million tokens, which turns a 60-turn agent session from $17.25 into $10.50 and shrinks the premium over Opus 5 from 2x to about 22%. On Microsoft Foundry it ships Anthropic-hosted only, with no EU data zone, no Batches API, a zero default quota on pay-as-you-go, mandatory 30-day retention until Enterprise Frontier Safeguards arrive, and three breaking changes for teams migrating from Fable 5.

Claude Fable 5.1
Anthropic
Microsoft Foundry
Azure
Prompt Caching
AI Agents
Data Residency
GDPR
EU AI Act
LLM Cost
By Falak Mahmood
Azure & Cloud
September 1, 2026

Foundry EU Data Zone premium doubles: the Swedish cost math

From 1 September 2026 Microsoft Foundry charges 20 percent over Global for EU Data Zone deployments, up from 10 percent, and 30 percent for Sweden Central regional, while Global pricing stays flat and West Europe regional hits 50 percent. Pay-as-you-go customers only pay the new rate on models launched from today, PTU customers pay immediately, and GPT-5.6 is not yet on regional Standard in Sweden, so here is the cost math and a six-step checklist.

Microsoft Foundry
Azure OpenAI
EU Data Zone
Data Residency
Sweden Central
GPT-5.6
Provisioned Throughput
Cost Analysis
Azure Policy
GDPR
By Falak Mahmood
Azure & Cloud
August 28, 2026

Azure Assistants API retired: migrating to Foundry Agents

The Azure OpenAI Assistants API reached its retirement date on 26 August 2026, and the classic Foundry Agent Service it underpins retires 31 March 2027. A step-by-step migration guide to the new Foundry Agent Service on the Responses API: threads become conversations, runs become responses, assistants become versioned agents, and Microsoft's migration tool rewrites code but not stored state.

Azure OpenAI
Assistants API
Foundry Agent Service
Responses API
Migration
AI Agents
Microsoft Foundry
Azure
GDPR
By Falak Mahmood
AI & Machine Learning
August 26, 2026

Copilot August 2026: Authoritative Sites and model choice

Microsoft's 11 and 25 August 2026 Copilot release notes shipped SharePoint Authoritative Sites for trusted grounding, Anthropic and OpenAI model choice in Word, Python execution in Excel, and a Viva Insights dashboard tracking Copilot credit consumption. Here is how Swedish M365 teams should configure the wave, and where the Anthropic option changes your data-flow documentation.

Microsoft 365 Copilot
SharePoint
Authoritative Sites
Anthropic
Sonnet 5
Copilot Search
Viva Insights
Work IQ
Data Residency
GDPR
By Falak Mahmood
Business & Strategy
August 17, 2026

DeepSeek's 4x price rise: rethinking cheap open models

DeepSeek's V4-Pro reached general availability on 13 August 2026 with a 1M-token context and strong agent benchmarks, and three days later its peak-hour output price rose from a flat $0.87 to $3.96 per million tokens. For EU teams that built agent cost models around ultra-cheap open-weight APIs, the arithmetic, the data governance questions and the Azure hosting options all deserve a fresh look.

DeepSeek
LLM Pricing
TCO
Open Models
Azure AI Foundry
Data Residency
GDPR
AI Strategy
EU Enterprises
By Falak Mahmood
Business & Strategy
August 10, 2026

Unlimited free ChatGPT vs governed enterprise AI on Azure

OpenAI removed limits on text chats for free ChatGPT users on 6 August 2026 and made GPT-5.6 Luna the default, cutting factual errors by roughly 62 percent versus the prior model. For Swedish and EU enterprises on Azure, the free consumer tool employees already use just became unlimited and much stronger, so shadow AI pressure rises and the case for a governed answer built on Copilot Chat, paid Copilot seats and Azure OpenAI becomes urgent.

Shadow AI
ChatGPT
GPT-5.6
Microsoft 365 Copilot
Azure OpenAI
AI Governance
EU AI Act
GDPR
Enterprise AI Strategy
By Falak Mahmood
Security & Compliance
July 28, 2026

The AI Act's high-risk deadline moved to December 2027

Regulation (EU) 2026/1744, the Digital Omnibus on AI, entered into force on 27 July 2026 and moves the AI Act deadline for Annex III high-risk systems from August 2026 to 2 December 2027, with Annex I embedded systems following in August 2028. Article 50 transparency still applies from 2 August 2026, a new prohibition arrives with a December 2026 marking deadline, and a phased 16-month plan turns the reprieve into a workable compliance programme.

EU AI Act
Digital Omnibus
High-Risk AI
Compliance
Article 50
Azure
Sweden
AI Governance
GDPR
By Falak Mahmood
Security & Compliance
July 8, 2026

Scraping the web into your vector DB: EDPB's new rules

At its 122nd plenary on 7 July 2026 the EDPB adopted draft Guidelines 03/2026 on web scraping for generative AI and draft Guidelines 02/2026 on anonymisation, the first comprehensive GDPR framework for large-scale scraping of public web data into AI pipelines. We walk through the legitimate interest test, the new legal weight of robots.txt and ai.txt, the Article 9 lifecycle safeguards, and what it means for teams ingesting web content into RAG on Azure.

EDPB
GDPR
Web Scraping
RAG
Vector Databases
Generative AI
Anonymisation
Legitimate Interest
Data Minimisation
Azure AI
By Falak Mahmood
AI & Machine Learning
July 3, 2026

Claude Sonnet 5 in Microsoft 365 Copilot: EU tenant guide

Anthropic's Claude Sonnet 5 started rolling out in Microsoft 365 Copilot on 2 July 2026, beginning with Copilot Cowork and Copilot in PowerPoint, and for EU tenants it is a governance decision rather than a feature update. The Anthropic subprocessor arrangement changed in May 2026, the models run outside the EU Data Boundary, and Swedish admins now face concrete choices about tenant settings, pilot scoping and DPIA updates.

Microsoft 365 Copilot
Claude Sonnet 5
Anthropic
EU Data Boundary
GDPR
DPIA
Tenant Governance
Copilot Studio
Model Choice
By Falak Mahmood
AI & Cloud Infrastructure
June 30, 2026

Claude on Azure is GA: Foundry deployment and CCU costs

Claude Opus 4.8 and Claude Haiku 4.5 are now generally available in Microsoft Foundry, hosted on Azure with Entra ID authentication, prompt caching, extended thinking and billing through Claude Consumption Units on your existing Azure invoice. Deployment steps, the CCU cost model compared with Azure OpenAI, and the data-residency caveats Swedish and EU teams should assess before production use.

Claude
Microsoft Foundry
Azure
Anthropic
Claude Consumption Units
Azure OpenAI
Data Residency
GDPR
Entra ID
By Falak Mahmood
AI & Machine Learning
June 25, 2026

Computer use agents for legacy UIs: Gemini Flash vs Azure

Google made computer use a native tool in Gemini 3.5 Flash on 24 June 2026, putting vision-based UI agents in its low-cost tier for browser, mobile and desktop automation. A comparison with Azure AI Foundry's Computer Use and Browser Automation previews, with a decision framework for legacy-UI automation and the GDPR implications of shipping screenshots to a model endpoint.

Computer Use Agents
Gemini 3.5 Flash
Azure AI Foundry
Browser Automation
Playwright Workspaces
RPA
Legacy Systems
AI Agents
GDPR
By Falak Mahmood
AI & Machine Learning
June 19, 2026

Copilot Cowork is GA: a rollout and cost-control playbook

Microsoft made Copilot Cowork generally available worldwide on 16 June 2026, giving every Microsoft 365 Copilot tenant an agentic system that plans and delivers multi-step work, billed through Copilot Credits at 0.01 dollars each with no usage bundled into the license. Swedish IT teams now need spending limits, a DPIA update for the Anthropic-by-default model lineup, and a clear answer on when Cowork beats building a Foundry agent.

Copilot Cowork
Microsoft 365 Copilot
Copilot Credits
Cost Governance
AI Agents
Azure AI Foundry
Anthropic
Microsoft Licensing
GDPR
By Falak Mahmood
Security & Compliance
June 15, 2026

Who will knock on your door about AI in Sweden? IMY, mostly

On 15 June 2026 IMY confirmed its role as market surveillance authority for the EU AI Act, with responsibility covering AI systems in areas such as law enforcement and credit assessment, alongside PTS and Finansinspektionen. For Swedish enterprises this puts GDPR and AI Act supervision under one regulator, and IMY's sandbox role offers a way to get data protection guidance before enforcement reaches full strength in 2027.

EU AI Act
IMY
Sweden
Market Surveillance
Regulatory Sandbox
GDPR
Compliance
High-Risk AI
Azure
By Falak Mahmood
Security & Compliance
May 10, 2026

EU AI Act High-Risk Readiness: 11 Weeks to August 2026

High-risk obligations under the EU AI Act apply August 2, 2026. For teams shipping AI inside the Annex III categories, that is 11 weeks of runway. This is the readiness state most teams reach by skipping the strategy decks: what actually changes, what the four obligations that require code look like, and where compliance spending misfires before the deadline.

EU AI Act
Compliance
High-Risk AI
Regulation
GDPR
By Falak Mahmood
Security & Compliance
April 16, 2026

Demystifying the EU AI Act: The Engineering Reality

A working-engineer walk-through of the EU AI Act beyond the risk-tier summary. Covers legal structure, Annex III classification decisions, GPAI rules, the full timeline to 2027, Article 12 logging, Article 50 transparency, conformity assessment artifacts, CE marking, penalties, and the Swedish implementation.

EU AI Act
AI Regulation
Compliance
AI Governance
GDPR
Risk Management
Sweden
Policy
Annex III
Conformity Assessment
By Falak Mahmood
Azure & Cloud
February 19, 2026

Azure Sweden Central Deep Dive: Services, Latency, Residency

A 2026 snapshot of the Azure Sweden Central region — which services are fully available, latency numbers from Stockholm, Gothenburg and Malmö, the residency nuances that matter for GDPR, and how to plan a migration from West Europe.

Azure
Sweden Central
Data Residency
GDPR
Cloud
By Falak Mahmood
Security & Compliance
January 6, 2026

EU AI Act One Year On: Lessons for Swedish B2B Teams

A practical review, one year after the EU AI Act Article 5 prohibitions entered into force on 2 February 2025 — where Swedish B2B teams over-reacted, where they under-reacted, and what must ship before the August 2026 high-risk deadline.

EU AI Act
AI Regulation
Compliance
Sweden
GDPR
By Falak Mahmood