> For the complete documentation index, see [llms.txt](https://docs.syndromics.xyz/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.syndromics.xyz/risk/lessons.md). # Lessons from RWA lending On-chain rails change settlement, not credit risk. The failures of 2022 to 2026 are a precise record of what happens when a protocol forgets that. Syndromics is designed around this record rather than in spite of it. ## Case studies ### Maple Finance and Orthogonal Trading, December 2022 | | | | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------ | | Loss | About $36M, roughly 30% of Maple's book | | What happened | Orthogonal Trading, a borrower in Maple's uncollateralised pools, misrepresented its exposure to FTX and defaulted when FTX collapsed. | | Lesson | Never lend uncollateralised to a counterparty you cannot see into. Maple itself now runs at about 165% collateralisation with custody-held collateral. | | In Syndromics | Every loan is overcollateralised with assets held by the escrow contract. There is no borrower disclosure to rely on because none is needed. | ### Goldfinch, 2023 to 2026 | | | | ------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Loss | About $18M across Tugende, Stratos and Lend East; GFI fell 99.8%; the platform entered maintenance mode in June 2026 | | What happened | Emerging-market borrowers with off-chain covenants defaulted. Recovery was slow and partial (Lend East returned about 42%). | | Lesson | Covenants are unenforceable from a chain. Off-chain recovery is a legal process measured in years. | | In Syndromics | Recovery is a Dutch auction that any address can trigger and that clears in about 45 minutes. There are no covenants because there is nothing to enforce; the collateral is the enforcement. | ### Centrifuge ConsolFreight and Harbor Trade, 2023 | | | | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------ | | Loss | About $4M, including MakerDAO's exposure | | What happened | Concentrated obligor risk in trade-finance pools. When obligors failed, redemptions froze for months. | | Lesson | Concentration kills, and pooled structures spread the freeze to everyone. | | In Syndromics | Per-token caps limit concentration. Isolated slices mean one bad position freezes nothing else. There is no redemption queue because there is no pool. | ### Edel Finance and wGOOGLx, July 2026 | | | | ------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Loss | About $403K of bad debt | | What happened | The Chainlink oracle for tokenized Google stock was correct. A wrapper token's exchange rate was manipulated 78 times higher and used as collateral value. | | Lesson | Price the exact token you hold. Any derived rate is an attack surface. | | In Syndromics | `OracleRouter` is configured with the feed for the token in escrow and nothing else. Wrappers, vault shares and derived rates are never accepted as collateral. | ## The common thread Each failure came from one of three sources: lending without collateral, relying on off-chain enforcement, or valuing something other than the asset actually held. Syndromics removes all three at the design level: 1. **Only overcollateralised loans**, against liquid, oracle-priced, on-chain collateral. 2. **Only smart-contract recovery**, through auctions that need no counterparty cooperation. 3. **Only direct pricing**, of the token in escrow, through guarded Chainlink feeds. The remaining risks (issuer, market gaps, sequencer, contracts) are real, and they are documented in the rest of this section with the mitigation for each. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. 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