From platform specialist to AI builder
My background is not generic AI enthusiasm. It is marketing operations under real pressure: Eloqua programs, Salesforce handoffs, campaign architecture, forms, landing pages, data capture, reporting, localisation, QA, stakeholder reviews, and the operational mess that appears when teams, platforms, and deadlines collide.
Around three years ago I started making the switch into AI development because the pattern became obvious: the next major advantage was not another isolated tool. It was an orchestration layer that could sit across existing systems, close the gaps, reduce manual work, and still keep the controls that enterprise teams need.