“A new essential role responsible for maintaining and 'gardening' a company's AI agents.”

“A business model where engineers are embedded directly with customers to solve deployment gaps.”

“A specific role and organizational structure discussed as essential for AI deployment.”

“A unique role at Serval that combines software engineering with deep customer interaction to accelerate product development.”

“A playbook for startups (like Palantir), blurring line between consulting and software, now considered potentially 'overused' and ripe for a contrarian flip (e.g., Gigger ML).”