The bottleneck moved. Most organizations haven't.
AI solved content creation faster than enterprises evolved the workflows, governance systems, and operating models required to scale it.
Most organizations can now generate content in minutes. The work that surrounds content — approvals, handoffs, governance reviews, compliance checks, and cross-functional coordination — is where campaigns now stall. The bottleneck moved. Most organizations haven't.
INSIGHTS
What the data shows
93%
of marketing leaders say AI raised the pressure to move faster
16%
say their organization is fully ready to operate at AI speed
66%
name compliance, legal, and privacy as the top barrier to scaling AI
61%
already report ROI from their AI investments
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Inside the report
The speed illusion
In 2025, 85% of leaders shipped a campaign in one to two weeks. By 2026, only 50% do, and 34% now need one to two months.
The readiness problem
86% of teams already use AI agents in campaign execution. Only 20% have the documented workflows to scale.
The brand risk reckoning
37% of leaders rank brand control and quality as their top concern. The report shows where governance breaks.
Why scaling stalls
The barriers to scaling AI have shifted from technical limitations to orchestration challenges.
The next transformation
The leaders pulling ahead are redesigning workflows and operations to scale AI across the enterprise.
“A few months ago, the imperative was to start using AI and use it as much as you can. Today, organizations are realizing they weren't built to operate at AI speed. The next phase of transformation is about orchestration — redesigning how workflows, systems, governance, and human judgment work together to deliver trusted customer experiences at scale.”
Abhay Parasnis
Founder & CEO
Typeface
REPORT
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The AI Speed Paradox
The organizations pulling ahead aren’t the ones adopting the most AI tools. They’re the ones redesigning how work moves through the enterprise.
Explore the full findings from 200+ marketing leaders on what’s actually slowing AI transformation — and what it will take to operate at AI speed.
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