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Banning ChatGPT creates shadow AI on private phones. The realistic policy fits on one page: traffic-light data classes (green public, yellow internal anonymized, red customer PII — never), company accounts with training disabled, a named owner, quarterly review.

Ten processes with the fastest payback: invoice intake, quote follow-ups, scheduling, inquiry triage, CRM–ERP sync, onboarding, reporting, document filing, stock alerts, and feedback collection — 5–20 hours saved per month each. Pick by frequency × annoyance, and start with exactly one.

Skip the 60-page AI strategy deck. Pick one workflow with measurable waste — high volume, hours of pain, review before send, digital data — and ship it in 6 weeks. The first project buys clean data, evaluation muscle, and realistic expectations. The strategy falls out of doing.

A typical SME cloud migration runs €15,000–€60,000 over 2–4 months. Per workload there are three honest options: lift-and-shift (fast, keeps old problems), replatform (containers + managed DB — the usual sweet spot), or leave it alone. Here's how to decide, and in what order to move.

12 questions in three groups: who builds (meet the developers, seniority, subcontracting), how they work (what ships in week 2, scope changes, a past handoff), what happens after (code and account ownership, exit terms). Any agency annoyed by them just answered.

Excel stops being the right tool when five symptoms appear: version chaos, formula chains nobody dares touch, customer PII sent by email, manual retyping, a single keeper. A small web app with roles and audit trail runs €15,000–€50,000 — here's when it pays off, and when Excel should stay.

LLM extraction automates 70–95% of invoices, delivery notes, and forms — no per-supplier templates like old OCR. The pattern: extract to JSON with confidence scores, auto-book above a threshold, human review below. 500 invoices a month at 4 minutes each is 33 hours back.

Make for simple glue under 10k operations/month. Self-hosted n8n for GDPR-sensitive workflows and heavier logic. Custom code once a workflow becomes a product feature. The decision rules — and the hybrid setup we deploy most often.

The typical startup journey: solo founder → agency → first hire → in-house team. Here's how to know when to make each transition — and how to not lose 3 months in the handoff.

Most agency projects end with a code dump and 'good luck.' We publish our actual handoff process — ADRs, walkthrough recordings, living documentation — so your team doesn't lose 3 months.

The German Startup Monitor 2025 says 29% would leave. Funding dropped 24%. Zero unicorn IPOs since 2022. But here's why we're still building in Germany — and how we engineer around the friction.

Building an MVP isn't about cutting corners — it's about cutting scope. Here's our exact process from first call to production deploy, week by week.