Content Analysis System
Pattern analysis across website and channels to surface consistent performers. Topic analysis compares the same story across channels via GA4.
- Telegram
- GA4

Portfolio
Live products, custom publisher tooling, and R&D toward AI-powered newsroom systems — practical AI for editorial teams, not slide decks. Strategy before tools. Open source when possible. Right-sized AI for the task.
Turn your Postgres archive into a live MCP endpoint — OAuth, optional Stripe billing, analytics.
LiveIndex of AI applications in journalism. Real-world examples, resources, and industry news.
AI-powered platform delivering fresh music quizzes daily. Custom CMS, automated content pipeline.

Unified analytics across all distribution channels — true content performance, not platform silos.
Stealth mode — going deep in the knowledge every newsroom has.
Custom builds for newsrooms — stack-aware, workflow-aware, tuned for editorial risk.
Pattern analysis across website and channels to surface consistent performers. Topic analysis compares the same story across channels via GA4.
Transforms editorial content into platform-optimized formats — social posts, quizzes, Telegram, Smart Afisha.
Monitors sources, identifies stories, automates distribution. RSS/HTML parsing, AI summarization, digest creation.
Transforms static archives into searchable knowledge bases. AI-powered Read More, archive chat, semantic search.
Tracks cases on court websites, filters by legal articles, creates curated lists for newsroom analysis.
Book a 30-minute call — we'll look at your workflows and whether a custom build or sprint makes sense.