AI Implementation
Back-office first. Measurable from day one.
Most AI projects fail because they start too big. We begin where the risk is lowest and the return is most predictable: back-office processes eating hours without producing anything. Supplier performance tracking, quality incident summaries, invoice extraction, shift handovers. The scope stays narrow enough to prove results before anything bigger is on the table. The engagement runs about 12 weeks from kickoff.
