Some roles you can’t replace with AI, period.
Relationship building, on-site client visits, strategic consulting, drawing mockups during a client meeting in the same room, preparing QBRs or attending quarterly leadership meetings.
You can blame AI for messing things up. Companies hire Accenture and BCG and Deloitte so there’s accountability and insurance contracts and defensibility for decisions taken.
Meanwhile, AI outreach with Clay and LinkedIn automated tools keeps sending me “job opportunities” for development roles and intros referencing me as a founder for companies I’ve never even heard of.
LLMs can increase internal productivity or reduce the margin of baseline mistakes for interns. For optimizing in-house efficiency, there’s a lot of room to play.
Externally – working with stakeholders – it’s still merely a tool that the most expensive brains in the company have to babysit and iterate on, just like they do with in-house work brought by departments within and external contractors.

