Mittelstand
AI coding agent costs more than the developer: the bill I pay myself
Gartner says by 2028 an AI coding agent will cost more than a developer salary. As a solo consultant I pay that today. Four steps against the token bill.
The ERP Clause Nobody Reads Decides the Ten-Year Cost
An ERP system's ten-year cost is set by five contract clauses, not the software you pick. The Diageo case, the EU Data Act and the pre-signature checklist.
The Autonomy Gap: Vendors Sell Autonomous, Operations Deliver Partial
Vendors sell the autonomous enterprise; operations deliver partial automation. Gartner, DSAG and the Lemvigh-Müller case show the real maturity gap.
AI Tokenomics: Why Your AI Budget Has No Ceiling Anymore
Microsoft Copilot Cowork bills by usage since 16 June 2026. Why the Mittelstand budgets AI by the seat but pays by the token — and how to cap the open line.
Your AI Agent Has No Permission Profile. It Has Your Intern's.
AI agents inherit the full rights of whoever starts them. Why least privilege belongs before go-live: four steps to access governance for the Mittelstand.
When the AI Subscription Becomes a Bet: A Procurement Lesson
The Anthropic lawsuit shows an AI subscription with an opaque usage limit is a bet, not a cost model. Three steps every Mittelstand LLM rollout needs.
Data Act Access by Design: The ERP Question Hiding Behind the IoT Label
From 12 September 2026 the Data Act requires access by design. Why Article 3 is an ERP and backend question, not a job for the machine control.
Fable 5's 14-day window: how to budget AI when the vendor moves the price
Fable 5 is included in Claude plans until June 22, then moves to Usage Credits at double the Opus 4.8 rate. How to budget AI before the June 23 cut-off.
LinkedIn AI Sludge in 2026: Bubble or Your Best Moat?
53.7 percent of long LinkedIn posts are likely AI-written in 2026. Why the sludge cleans the channel and turns specificity into a defensible moat.
The Inference Gap: Why the 'AI Bank' Collides with CJEU C-184/20
Aggregated bank data lets AI infer Article 9 categories (CJEU C-184/20). Why sensitive inferences belong before model training, not in a downstream audit.
SAP's 9 June API Cut-Off: One Pipeline Dies, Not All of Them
On 9 June 2026 SAP blocks ODP-RFC, not every interface. Learn what keeps running, what stops, and the one-week inventory to run before the deadline.
ChatGPT Finances: The Architecture Question Before the Trust Question
OpenAI ships ChatGPT Personal Finance with Plaid. Why aggregated bank data triggers Article 9 GDPR and four questions Mittelstand companies need to ask now.
Germany's E-Invoice 2027: the 12-point readiness check for the Mittelstand
From 01.01.2027 German B2B sellers above 800k euro must issue structured e-invoices. The 12-point self-check plus a pilot calendar May to December 2026.
From pizza dough to consulting: why make-or-buy is a craft question
You can buy pizza dough or knead it yourself. Both work. But only the people who knead can recognise a good baker. The same applies to buying consulting in the Mittelstand.
My LinkedIn strategy as code: building a multi-agent content pipeline
An eleven-file multi-agent pipeline for LinkedIn posts. How 0.18 percent engagement turned into a system that blocks weak hooks before they go live.
The Weaker System Won: What a 12-Week M&A Integration Teaches About ERP Selection
M&A IT integration over a single weekend. 99.3 percent data integrity, finance reconciliation from 3 days to 6 hours. What 12 weeks of prep enable.
Six Hours, Eighteen Years: What NGINX Rift Tells the Mittelstand
NGINX Rift (CVE-2026-42945): AI system finds an 18-year-old critical bug in 6 hours. What Mittelstand operators must check and patch this week.
The Glasswing Asymmetry: What Mythos Finds in Firefox and What the Mittelstand Should Learn
Anthropic Mythos finds 271 Firefox bugs in weeks. Project Glasswing covers 11 corporations, no Mittelstand. What German IT security must do now.
Nine Seconds to Data Loss: What the PocketOS Crash Teaches German Mittelstand
AI agent deletes PocketOS production database and all backups in 9 seconds. Three architectural lessons for German Mittelstand running AI agents.
Mid-Market ERP 2026: Four Reports, One Uncomfortable Pattern
Mid-market ERP 2026: Four reports from DSAG, Trovarit, Bitkom and Microsoft show one clear pattern. Three planning decisions for SAP and non-SAP users.
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