Practical takes on AI automation for businesses. I write about what's actually working, what's overhyped, and what European companies should pay attention to.
Brussels closed the Digital Omnibus deal May 7. High-risk AI rules slipped to 2027 and 2028. Article 50 transparency still hits your firm August 2.
Six accountants prompt ChatGPT six different ways. None of it gets captured. Why widespread AI usage produces zero firm-level learning, and the fix.
AI-generated cold emails get spam-flagged 2.7x more than human ones. Humans guess at chance level. Inbox filters score the difference. Five signals they look for.
Eurostat says 21.3% of Lithuanian enterprises now use AI, up from 8.8% a year ago. Denmark hit 42%. What the gap means for SMBs in the middle.
A plumber got quoted $3,500/month for 12 months of local SEO. Here's what AI genuinely replaces in 2026 — and where you still need humans.
Small forwarders answer 31% of quote requests. The other 69% lose to faster competitors. Here's what AI handles in 2026 — and what it doesn't.
Primary care doctors spend 2 hours on admin for every hour with a patient. Patient intake is where the pile starts. Here's how small EU clinics fix it.
Microsoft enabled Copilot flex routing on April 17 — EU tenants now process prompts in the US by default. How to turn it off, and whether you should.
Anthropic shipped Claude Code Routines on April 14: scheduled AI agents that run while you're offline. Five automations a small business should wire up first.
Small construction firms lose 333+ project-management hours a year to RFIs and change-order admin. Here's what's worth automating in 2026 — and what isn't.
Anthropic launched Claude Design Friday. Figma dropped 7%. I captured a session and read the 30,000-char system prompt. Here's what it's actually doing.
Anthropic shipped Managed Agents on April 8, 2026 — hosted AI agents that run without your own servers. Here's what it costs and whether it fits an SMB.
Testing AI automation costs almost nothing now. The only barrier left is the fear of looking stupid. Here's why that fear is lying to you.
Business owners don't want AI agents or agentic workflows. They want to stop losing deals, stop retyping data, and stop missing calls during lunch.
AI automation projects fail 80% of the time. Most failures are DIY. Here's what a consultant does differently, what it costs, and when to stop going solo.
OpenClaw has had 138 CVEs since February, 824+ malicious skills in its marketplace, and 42,000 exposed instances. Here's what business owners need to know.
Early AI adopters at your company capture all the productivity gains — and get paid the same. That window is closing. Here's what to do before it does.
AI agents like OpenClaw and Claude Code raise compliance questions chatbots don't. What August 2026 means for businesses running autonomous AI.
Karpathy shared a new pattern: use LLMs to build personal wikis from raw sources. The real shift is how he shared it — as an idea file, not an app.
Anthropic blocked tools like OpenClaw from flat-rate Claude subscriptions. If you built your automation on this setup, your costs just changed.
Exo lets you pool multiple Apple Silicon machines into one AI cluster. Benchmarks look impressive. The Reddit threads tell a different story.
Most e-commerce owners can't answer 'which ads drive the most profit?' because their shop, Google Ads, and Analytics are three separate silos. AI fixes that.
A vague prompt gets you a vague result. Here's a two-step method that works for any task — websites, business plans, campaigns — with a full worked example.
Software engineers spent decades learning these the hard way. They'll save you months of frustration with AI — whether you code or not.
Nous Research's Hermes Agent is a self-improving AI agent with persistent memory. How does it stack up against OpenClaw for small businesses?
Mac Mini in your office, cloud API, or a rented GPU server? Real numbers, real trade-offs, and a decision framework that takes 15 minutes.
An OpenClaw agent called a Toyota dealership. The dealership's phone was answered by AI too. Seven minutes of AI-to-AI negotiation — nobody broke character.
Claude can now open apps, fill spreadsheets, and navigate websites on your Mac — while you're on the train. Real workflows for small businesses.
OpenClaw and Claude Code Channels both let you message an AI agent from your phone. Here's what matters if you run a real business.
Real stories of AI agents burning money, spamming contacts, and corrupting data — and the simple controls that prevent all of it.
AI agents are answering phones, screening spam, managing WhatsApp, and drafting emails for real businesses. Here's what's working and what's not.
Business owners are running 24/7 AI agents for as little as EUR 4/month. Here's what it costs and where cheap setups break down.
Small businesses are replacing Pipedrive, Apollo, Clay, and Outreach with AI agents that cost 10-50x less and get smarter over time.
Real examples of business owners ditching expensive SaaS subscriptions — CRMs, sales tools, marketing platforms — and replacing them with AI agents.
Real stories from business owners who tried AI automation — what they built first, what failed, and the pattern that separates success from abandonment.
Accounting firms lose 15-20 hours weekly to data entry and reconciliation. Here's what the smart ones are automating — and what it actually costs.
A small marketing agency spent 2.5 hours every morning on email and CRM updates. After deploying an AI agent, that dropped to 20 minutes.
Real estate agents generate plenty of leads. The problem is follow-up. One agency saw a 340% conversion increase by automating it.
When your office manager walks out, they take half your operational knowledge. Here's how to keep the practice running — and prevent it next time.
When the shop down the road sends estimates in 10 minutes and you take 2 days, customers don't wait. Here's how auto repair shops are closing the speed gap.
When a key employee quits, they take years of undocumented processes with them. Here's how to protect your business from knowledge loss.
Restaurant owners spend half their time on reservations, inventory, scheduling, and reviews instead of on the floor. Here's what to automate first.
Managing 50+ units means answering the same questions over and over. Here's how property managers automate replies without losing the personal touch.
Contract review, legal research, and document drafting eat associate hours. Here's how small law firms use AI to handle volume without adding staff.
Real numbers on what AI automation costs for SMBs — hardware, setup, ongoing expenses, and how it compares to hiring or buying traditional software.
EU AI Act enforcement hits in 5 months. A practical checklist for small businesses — what applies to you, what to do first, and what to ignore.
Cloud AI services process your business data on someone else's servers. Here's what happens to that data, the risks, and what alternatives exist.