Grocery loyalty programs are generating measurable ROI but running on aging data architectures that delay AI integration — a gap that directly pressures issuer processors and co-brand network partners whose interchange economics depend on program engagement depth. Operators building loyalty rails should treat this adoption lag as a procurement signal: grocery chains are approaching infrastructure refresh cycles, and the next contract window will reward processors who embed AI-ready offer decisioning natively.