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Insights on custom AI, automation, and local AI: free up time, cut recurring costs, and keep control of your data.

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1-12 of 183 articles
licencesopen-weightlocal-ai

Open-Weight Licences Compared: What Can Your Business Do?

Llama 4 excludes EU companies, Mistral Medium 3.5 firms above $20M monthly revenue. Open-weight licences compared on what a European company may do.

October 22, 20269 min readIn-depth
deepseekqwenopen-weight

Chinese AI Models at Work: The Risk Is in the Route

DeepSeek, Qwen, Kimi and GLM rank among the strongest open models. When are Chinese AI models defensible for business: app, API, EU host or own server?

October 21, 20269 min readIn-depth
benchmarksmodel-selectionllm

Evaluating AI Benchmarks: How to Test a Model Claim

Every AI launch claims top benchmark scores. How to read AI benchmarks critically, where Dutch gets measured, and how to test a model on your own tasks.

October 20, 20268 min readIn-depth
ai-costsllmmodel-selection

AI Model Cost per Task: Compare What You Actually Pay

Two AI models with the same token price can differ sevenfold per task. How to work out cost per task, with October 2026 prices and a worked example.

October 19, 20268 min readIn-depth
professional-secrecylegalaccountancy

AI and Professional Secrecy: What Dutch Rules Allow

AI and professional secrecy: what Dutch bar, notary, accountancy and medical bodies say about cloud AI, and when local AI is the defensible choice.

October 17, 20268 min readIn-depth
ragaccess-controldata-breach

Internal AI Search: How to Prevent Oversharing

Internal AI search also finds what was shared too widely, like salary sheets and HR files. Here's how to build one that actually enforces access rights.

October 17, 20267 min read
transcriptionspeech-to-textlocal-ai

Local Transcription: Speech-to-Text Without the Cloud

Local transcription keeps client calls, consultations and interviews inside your own network. Which models handle Dutch, what it costs, and what's allowed.

October 17, 20267 min read
mistralopen-weightlocal-ai

Mistral Large 4: What Europe's 1T Model Means for Business

Mistral Large 4 gets open weights at the end of October 2026. What it can do, what self-hosting takes, what independent scores say and what to do now.

October 17, 20269 min readIn-depth
pseudonymisationgdprprivacy

Pseudonymisation for AI: A Local Privacy Filter

Pseudonymisation for AI via a local filter before cloud AI: what the EU Court of Justice says, which Dutch identifiers get missed, and when it works.

October 17, 20268 min readIn-depth
agentic-commerceai-agentsb2b

Agentic Commerce for B2B: Is Your Order Portal Agent-Ready?

AI agents will buy for your customers. Which protocols exist, why bank transfers and invoice terms don't fit yet, and what your B2B order portal needs now.

October 9, 20268 min readIn-depth
ai-actenforcementdutch-dpa

AI Act Enforcement in the Netherlands: Who Supervises What

Who enforces the AI Act in the Netherlands, what powers they'll have and how high a fine can get for a mid-sized company. The state of play in October 2026.

October 9, 20269 min readIn-depth
ai-browsersai-agentsinformation-security

AI Browsers at Work: Block, Allow or Contain?

Comet, Claude in Chrome, the ChatGPT browser: what AI browsers can do in the EU, why Gartner says block them, and which admin settings actually matter.

October 9, 20268 min readIn-depth