Description

The gap between a prototype that demos well and a system a business depends on is not model quality. It is retries, evaluation, cost control, observability, and a handover somebody else can maintain. This is the engineering layer around the model. What happens when the API is slow. How you find out behaviour changed before a customer does. What the thing costs per month at real volume. Who owns it after I leave. Building software and automation systems since 2011, with enterprise delivery, across banking, insurance, telecommunications, public sector and manufacturing.