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Die 40 größten österreichischen Speditionen verdienen 2,1 Prozent EBIT-Marge und geben zwei Drittel der Betriebsleistung für Frächter aus. Anfrage-Mails schneller zu lesen ist der kleinste Hebel. Sieben Entscheidungs-Workflows zu Preisen, Frächterauswahl, Störungen und Standgeld, mit den nötigen Daten, einem Reifegradmodell und einem 90-Tage-Piloten.
Austria's largest forwarders earn a 2.1 percent EBIT margin and spend two thirds of output on carriers. Reading quote emails faster is the smallest lever. Seven decision workflows that sit on pricing, carrier choice, exceptions and Standgeld, with the data each needs, a maturity model and a 90-day pilot.
Agentic process automation for the service desk, integrated with ServiceNow. One access request run end to end: ServiceNow stays the system of record, the approval runs where it always did, the one change to the world goes through a governed API, and the agent runs under an identity narrow enough that the worst it can do is ask.
The first AI workflow usually ships. The fourth one is the test, and it is only cheap if the first left something behind: an identity, a policy surface, an audit log with a schema, one queryable operational fact, and an evaluation baseline captured before the agent existed.
AI adoption compounds when one real workflow becomes measured proof, reusable context, and governed operating practice. The practical loop: assess, pilot, prove, package, and operate.
Where the agent runs, where policy lives, and how an LLM safely requests infrastructure actions. The agent asks. The governed API decides. The infrastructure only sees bounded actions.
AI agents are moving into IT operations, where the infrastructure still assumes a human reads the runbook and clicks approve. Four patterns prepare it for software that acts on its own: runbooks as governed APIs, operational ground truth, governed autonomy, and an agent registry.
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