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.
6 data sources on one screen, built-in AI analyst, and a Karpathy autoresearch cycle that automatically optimizes business metrics. How we built an analytics system that finds opportunities on its own.
A B2B lead gen pipeline that automates the entire chain: company discovery → AI qualification → personalized outreach generation. Every contact gets a unique approach.
Business leaders have always seen every gap in their processes — but resource constraints forced them to live with it. AI changes this game fundamentally. Why business education is suddenly the biggest advantage.
How we replaced an off-the-shelf CRM platform with a custom AI system — automatic lead qualification, personalized communication, and significantly lower costs.
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.