About
Software, lectures, music - one operating principle.
A.G. Logik builds AI systems that navigate the changing world of work - software that helps people find their footing in an AI-shaped job market, tools that measure the shift honestly, and platforms that make education run better. Then that experience goes to the lectern: teaching students what building these systems actually takes.
One name covers all of it - the software studio, the lectures, and the music project. The name is the thesis: Logik ist kein Zufall - logic is no coincidence.
What A.G. Logik does
Web application development
Full-stack SaaS products from concept to subscription revenue - multi-agent AI pipelines, research platforms, education tools, and internal software that people actually use.
Mobile application development
Consumer Android apps shipped end to end: store presence, privacy-first architecture, one-time monetization, and post-launch iteration.
AI systems & consulting
Applied AI that survives contact with reality: autonomous agent pipelines, per-task LLM scoring methodologies, and reusable AI copilots built from an organization’s own documents.
Lecturing & speaking
College lectures and executive sessions on AI and the future of work, PMO 4.0, and quality in finance - taught with real systems, not slides alone.
How the work gets done
Logic is no coincidence
Good systems look inevitable in hindsight. That inevitability is manufactured - by disciplined thinking, reliable data, and design with purpose. Nothing here is accidental, in software or in sound.
Ship the whole thing
A demo is an opinion; a product is a fact. Everything in the portfolio is live: subscribable, installable, in classroom use. The last 20% - store listings, edge cases, backups - is where credibility lives.
Numbers over adjectives
Six agents, 342 occupations, four weighted signals, 6:00 AM sharp. If a claim matters, it should be measurable; if it isn’t measurable, it probably doesn’t belong on the page.
Privacy as a feature
The gratitude journal collects nothing and phones nowhere. The lecture portal gates content without student accounts. Respecting people’s data is an engineering decision, made early.
Working on something at the intersection of AI, software, and people?
Development, consulting, or a lecture for your institution.