Plyra Protocol · Docs
Research & writing
Essays and research on structured credit, real-world assets, onchain privacy, and the market Plyra Protocol is built for, alongside the technical specifications that underlie it. Written for originators, allocators, and builders working at the edge of credit and crypto.
Essay · AI & credit · June 30, 2026
Can a Model Underwrite Credit?
AI is arriving in structured finance. Where it genuinely helps, where it must never be trusted, and the benchmark that separates a serious structuring tool from a demo.
6 min read →
Research · Institutional adoption · June 17, 2026
Why Institutions Need Privacy Before They Settle Onchain
For an institution, confidentiality is not a feature, it is a precondition. Why a public ledger is a glass book, and how token-layer and infrastructure-layer privacy compare.
5 min read →
Primer · Structured credit · June 2, 2026
A Securitization Primer for the Onchain Builder
Tranches, waterfalls, and credit enhancement explained without the jargon, and why the mechanics of securitization map surprisingly cleanly onto smart contracts.
6 min read →
Field guide · Tokenization · May 19, 2026
Real-World Assets Onchain: A 2026 Field Guide
What is actually working. Tokenized cash and treasuries found product-market fit, private credit is the growing frontier, and unique illiquid assets remain mostly narrative.
6 min read →
Research · Market structure · May 6, 2026
The Missing Middle
Why most credit pools never get securitized. The fixed-cost floor of a rated deal, the handshake market that lives beneath it, and why cost is the one constraint worth attacking.
5 min read →
Active architecture · v1.0.0 · July 2026
Private L1 Architecture Decision
Standard ERC-20 assets on a dedicated private Avalanche L1 are the production plan. eERC is not part of the current architecture or roadmap.
Architecture decision →
Archived technical research