Marketing Solved the Content-Volume Problem With AI. Forrester Says That Wasn't the Bottleneck.

Forrester principal analyst Lisa Gately names the tools already doing the work — Microsoft Copilot, ChatGPT Enterprise, Claude Enterprise, Gemini — and argues they’ve quietly solved the problem marketing teams thought they had. Content volume is no longer the constraint. “The constraint marketing leaders are running into is no longer about content generation,” Gately writes; it’s that general-purpose enterprise AI has no organization-specific context — approved messaging, brand standards, regulatory requirements — so it produces plausible output at scale without a reliable way to know if that output is actually safe to ship. The pressure to prove this is working is real and specific: Forrester data cited in the piece shows 70% of marketers now prioritize AI visibility for their CMO or CEO, while 96% of B2B marketing leaders see marketing as a strategic, growth-driving function even as 47% believe their peers still treat it as merely a support function. Gately’s fix isn’t less AI, it’s governance built for scale: “governance is what allows organizations to scale AI with confidence,” and, more bluntly, “AI performs only as well as the context it’s given.”

The same diagnosis is showing up on the sales side of the house, independently. Aviso’s blog makes the identical argument about revenue agents, naming the specific failure mode: an SDR agent drafting outreach about an account whose champion just left, because nobody owns keeping its context current. Aviso’s proposed fix is a formal “RevOps Agent Owner” role split between a Business Owner (commercial outcomes) and a Technical Owner (infrastructure and compliance) — the same governance-over-generation instinct Gately is describing for marketing content, just with a named job title attached instead of a principle.

Two functions, two Forrester-adjacent voices, one shared finding: the generation problem is solved and mostly commoditized across four major vendors now competing on the same enterprise seat. The problem worth solving next is who’s accountable for the context those tools act on — brand standards in marketing, account context in sales — and neither piece treats that as optional infrastructure. It’s the actual product now.