April 2026

A labeled, in-house property valuation model. Estimated values surfaced across the application are now attributed to the Fabrica AVM (Automated Valuation Model) with a visible source label and version, and the confidence level is shown alongside the estimate. The model is comparables-based, drawing on recorded sales and parcel characteristics to produce a point estimate with a confidence score, and it is combined with a third-party land-value service so the displayed estimate takes the more conservative of the two. Values below a confidence threshold are withheld, so buyers, sellers, and lenders are not given an estimate the model itself does not stand behind. The same estimates feed the signed price oracle that the lending pool reads. See Property Valuation for how estimates, assessed values, and sale history fit together, and Price Oracle for the signed, machine-readable feed.
Off-ramp moved toward a formal deed redemption. The flow for taking a property back off-chain to a recorded deed was built out, including a redemption step that captures the new owner and a wallet-signature authorization for the deed, so selling a property out of the token form follows a clear, auditable path.
Agent and machine discoverability. The application published an llms.txt file, a sitemap, and an open crawl policy so AI agents, automated readers, and search engines can navigate the site and understand its content.