Client notes
Notes from engagements
“They found three adapters rewriting the same customer id in different ways. We had been blaming the warehouse feed for months. The brief was blunt, and that helped.”— Mira K., operations lead, Melbourne wholesale
“I wanted more time in the live environments than they allotted, but the paper canvas alone made our change board stop arguing about symptoms.”— Daniel R., integration owner, regional health network
“The message failure review covered one brutal Thursday night. They showed where retries piled up behind a mapping that truncated SKUs. We fixed that field first.”— Sam T., fulfilment systems, Adelaide
“Their remediation brief forced us to sequence adapter changes so finance and CRM stopped colliding. It took longer to get owners named than I expected — that was on us.”— Priya N., programme lead, Brisbane services firm
Extended note: wholesale stock drift
A Melbourne wholesaler asked for a full integration adapter assessment after nightly stock figures disagreed with the warehouse system three mornings in a row. The canvas showed two adapters writing quantity fields: one from receiving, one from returns. The returns adapter applied a rounding rule the warehouse no longer used. The brief recommended freezing the returns mapping, aligning the rule, then reopening overnight batches. Stock drift stopped within a fortnight of their own release — we did not touch production ourselves.
Extended note: delayed CRM updates
A regional health administration team booked a message failure review when patient demographic updates lagged the source register. Sampling showed the adapter queued cleanly but a downstream filter discarded records with an outdated site code. The failure note named the filter owner and the site-code list that needed refreshing. The mild reservation from their side: they wished we had interviewed more clinic clerks; we stayed with the adapters and filters as scoped.