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Logik ist kein Zufall.Logic is no Coincidence.

AI systems that navigate the changing world of work - and lectures for the people living through it. Software architecture, AI, education, music - one studio.

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SaaS · AI Readiness

AI Vector

An evidence-backed AI readiness assessment: a defensible maturity score, an honest confidence measure, and a roadmap your leadership team can act on - scattered AI initiatives turned into a clear picture.

6 pillars, 24 dimensions→

SaaS · AI Agents

Pathfinder AI

Six autonomous agents scout, score, and prepare applications for 25-50 matched roles - digest delivered daily at 6:00 AM ET.

6 autonomous agents→

SaaS · Research

Jobpocalypse

A research-grade index scoring how exposed each of 342 US occupations is to current-generation AI - built on BLS data and per-task LLM scoring.

342 occupations scored→

Recent lectures

July 28, 2026 · 1:00 PM ET

PMO 4.0 - The Digital and Intelligent PMO

SUNY Global Center

From status-report factory to AI-native decision engine: what PMO 4.0 is, the data behind the shift, eight AI use cases on PPM platforms, ten KPIs to measure it - and a hands-on build of a PMO copilot with Claude Skills.

Lecture details & materials →

July 27, 2026 · 1:00 PM ET

Quality in Finance and Trade

SUNY Global Center

Where quality lives inside a finance organization - from the six core functions to the metrics that measure them - and how AI copilots built with Claude Skills are changing what an analyst can do.

Lecture details & materials →

Web Applications

AI-era SaaS, shipped end to end

Mobile Applications

Privacy-first consumer products

Music

Written, produced, released

Lecturing

College courses & public speaking

Latest release

Logik ist kein Zufall - the track

The thesis of this site, in sound. On Spotify, Apple Music, Deezer, and iHeartRadio.

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