Blog
Articles from real builds
What works (and what dies) when AI meets actual SME workflows. Written by Robert Van Ysendyck, not a content calendar.
Ten industries, one pattern: what the research actually taught us
Cross-industry10 July 2026 · 4 minWe examined ten industries with the same method, checked every number against primary sources and sorted out the vendor folklore. Five patterns showed up everywhere, from tax firms to freight forwarders. Here they are, with receipts.
Insurance brokers and AI: the inbox gets smart, the portfolio stays untouched
Insurance brokers10 July 2026 · 4 minThe only growing group in Germany's shrinking intermediary register is also its oldest, and half want succession settled within eight to nine years. The new wave of broker-software AI sorts documents, but the work that determines what a portfolio sells for remains unautomated.
Freight forwarding and AI: the bottleneck has moved from the cab to the dispatch office
Freight forwarding10 July 2026 · 4 minTransport and warehousing was Germany's most insolvency-prone industry in 2025, margins run at 1 to 3 percent, and by now not only drivers but forwarding clerks are an official shortage occupation. The automatable layer sits between the inbox and the TMS, and that is exactly where the classic vendors slept longest.
Austria's filing quota in year two: why only 31 percent of tax firms hit it on time
For tax firms10 July 2026 · 4 minThe finance ministry's official evaluation report shows how tight the quota system really is. The schedule, the January trap for partnership returns, the escalation ladder up to a €5,000 penalty against the advisor, and why the problem starts in September, not March.
Staffing firms and AI: automate everything except the selection
Staffing & recruiting10 July 2026 · 4 minGerman temp staffing is back at 2010 levels, 183 staffing firms have gone insolvent since 2024, and 43 percent of applicants now write their cover letters with AI while recruiters read every application by hand. And of all industries, this is the one where the EU declared the core of the business a high-risk application.
Hotels and AI: your direct channel is your most expensive one. Since 2024 it may legally be your cheapest.
Hospitality10 July 2026 · 5 minFull houses, empty margins. Austria posts record tourism nights while Germany's hospitality sector became the number-two insolvency industry. Around 44 percent of an independent hotel's bookings arrive by phone, email and contact form, each answered by hand. Why exactly that pipeline matters now.
Property managers at capacity: why one in seven takes no new clients
Property management10 July 2026 · 4 min70 percent of German property management firms are overloaded, 14 percent accept no new mandates at all, and the calendar shows no mercy. What the industry barometer actually says, where the sector's software stops, and what can be automated within the data-protection guardrails.
The trades and AI: the vendors' favorite statistics are invented. The real ones are worse.
Skilled trades10 July 2026 · 4 min80 percent of sales close after the fifth contact? The organization behind that number never existed. 60 percent of quotes never followed up? No source. We traced the statistics sold to trade businesses, and the numbers that survive scrutiny tell a harder story.
SME e-commerce and AI: the platforms automate their side. Not yours.
E-commerce & retail10 July 2026 · 4 minGerman online retail is growing again, but around 30 percent of the growth went to Temu, Shein and AliExpress, and multichannel merchants were the only shrinking group in 2025. Over 70 percent of merchants engage with AI; only one in eleven sees a measurable revenue effect. Why that is, and where the lever really sits.
Germany's beA mailbox eats hours and produces liability: what is automatable and what stays with the lawyer
For law firms10 July 2026 · 4 minThe Federal Court of Justice has become unforgiving: operator errors are not outages, vague failure accounts save no deadline, and the date the lawyer types into the acknowledgment starts the clock. A sober map of which beA work can be delegated and automated, and which is personal by law.
Construction firms and AI: the margin is made in the paperwork, not on the site
Construction10 July 2026 · 5 minCivil engineering booms on Germany's infrastructure fund while housing construction sits at 2012 levels, and in between stands a trade with the country's third-highest insolvency rate. At 4 to 7 percent pre-tax margin, change orders, the site diary and the invoicing run decide between profit and loss.
Car dealers and workshops: the oil pays the bills, the telephone hands out the appointments
Car dealers & workshops10 July 2026 · 5 minDealer margins sit at 1.2 to 1.7 percent, around 60 percent of contribution comes from aftersales, and at VW-group dealers the lubricant business alone carries half the pre-tax profit. Exactly that business runs two-thirds by phone, and exactly there the staff is missing.
AI in the medical practice: what is allowed on the phone, and where the medical device begins
Medical practices10 July 2026 · 5 minGermany's association of statutory health physicians itself classifies AI phone assistants as low-risk and requires no patient consent. The same technology becomes a CE-mandatory medical device the moment it evaluates symptoms. The legal picture, the reachability numbers, and where the line exactly runs.
Agency, your own AI hire, or a SaaS tool: three ways to get AI into an SME
Decision guide10 July 2026 · 3 minThe build-or-buy question, answered without pretending one answer fits everyone. Real costs for all three paths, what each one quietly assumes about your company, and the honest cases where you should not hire an agency like ours.
The EU AI Act from August 2026: what actually applies to SMEs
Law & compliance9 July 2026 · 3 minMost guides still cite the old deadlines. The June 2026 omnibus moved the big ones. What remains on 2 August is smaller than you fear, and one duty affects almost every chatbot.
Draft plus sign-off: why our AI systems send nothing on their own
How we work9 July 2026 · 3 minFull automation is not the goal, it is a level of trust a system has to earn. Here is the four-level ladder we build every client system on, where the human sits at each level, and when removing the human is actually justified.
AI funding for SMEs in 2026: what is actually still open
Funding9 July 2026 · 3 minHalf the famous programmes are exhausted this year. KMU.DIGITAL is empty, aws is between calls, and a Vienna grant nobody talks about pays up to €50,000. The July 2026 reality, verified.
What AI automation really costs an SME in 2026
Costs & pricing9 July 2026 · 5 minAlmost nobody in this market publishes prices, so buyers walk into calls blind. Here are the real ranges from survey data and published price lists, the running costs everyone forgets, and the four things that actually drive the number.
Why most SME AI projects die as demos
How we work6 July 2026 · 2 minThe demo takes a week. Production takes discipline. Most projects get the first and skip the second. here's what actually kills them.
Build diary: an AI research digest that runs itself
Build diary4 July 2026 · 2 minOne of our own pipelines. monitoring research databases, enriching new papers with AI summaries, publishing a daily digest. What worked, what didn't.
