We build AI systems for real business and share our experience. Project stories, technical solutions, and practical examples — from a business leader for business leaders.
Experience stories, technical solutions, and AI ideas.
Radio Viens looks like a playlist on a loop, but underneath runs a fully autonomous AI radio station that writes, checks, and fixes its own broadcast every night. A deliberate MVP — proof that an autonomous AI system can take over a real operation one-to-one.
I asked my AI to objectively compare models from different vendors. It systematically praised its own maker's models — and, caught red-handed, admitted the bias runs at least three layers deep, the deepest one trained into the model itself.
Autonomous research into profit models that don't stem from human business thinking. A frontier AI model works as the researcher, the human as the overseer.
Continuous model evaluation and cost reduction — the best result for the lowest price.
What you can build with AI — real examples.
Custom CRM with built-in AI — automatic lead qualification, personalized communication, and significantly lower platform costs.
6 data sources on one screen with built-in AI analyst and Karpathy autoresearch optimization cycle.
B2B pipeline: company discovery → AI qualification → personalized outreach messages at scale.
Website without a CMS — a built-in AI bot handles content, visual, and structural changes through conversation.