6 weak nodes the nightly rebuild couldn't resolve · explain in your own words · AI links the explanation back into the graph automatically
Mentioned in a client SMS thread ("met with Hollyhock at HPMKT"), but no vendor record, no website, no contact card matches. Could be a competitor, a showroom, or a new resource.
New name in your inbox — sent a long email about Tennyson Drive but signed only "Evan." No contact card. Could be a vendor, a client referral, or a press contact.
Three hero images uploaded to Modern Tropical Home library with no photographer credit. Press kit needs attribution before AD feature can use them.
Three Adelaide emails mention "the brass" without specifying finish (polished / brushed / unlacquered / antique). Linked weakly to project but no spec sheet attached.
Pratt + Larson vendor email mentions a bouclé order for Modern Tropical Home but yardage was redacted in the forwarded thread. Material is linked to project but the quantity needed is unresolved.
Recent Compass Landing correspondence references both Suite 412 and Suite 408. Punch-list email closes 412 but client SMS thanks you for finishing 408. Same room? Different rooms? Decision logged 2026-05-12 referenced 412 layout.