About Defiliban
DeFi research built for those who need to act on it.
Defiliban is an AI-powered research platform that breaks down DeFi protocols, yield systems, liquidity architecture, and risk surfaces — written for professionals, not general audiences.
Articles are generated by Claude AI from primary sources and reviewed by our editorial team before publishing. Every insight includes a confidence score and source attribution.
Our Principles
Data-backed research
Every insight is grounded in onchain data, market metrics, and protocol mechanics — not speculation or hype.
Transparent methodology
All analysis includes sources, confidence scores, and stated assumptions. We show our work.
Editorial independence
Sponsored content is clearly labelled. We do not accept payment for editorial coverage or research conclusions.
Built for professionals
Designed for allocators, researchers, and builders who need actionable intelligence — not a general crypto feed.
What We Cover
Five verticals. One focus.
How articles are created
AI pipeline + editorial review
RSS Ingestion
Protocol updates, governance posts, and market data from 30+ curated sources.
Claude Analysis
claude-sonnet-4-5 rewrites source material as structured DeFi analysis in our voice.
Editorial Review
Human editors verify accuracy, assign confidence scores, and approve publication.