What McKinsey’s 2025 AI Report Means for ReplyFabric
McKinsey’s latest ‘State of AI’ report shows that most companies are still experimenting with AI while only a few achieve real impact. Here’s how ReplyFabric is built for the next phase — scaling agentic AI that works in the real world.

When McKinsey publishes its annual State of AI report, it sets the tone for the global conversation.
This year’s 2025 edition makes one thing clear: AI has gone mainstream — but impact hasn’t.
Almost every company now uses AI in some way, yet only a small fraction are scaling it effectively.
Two-thirds are still stuck in the experimentation or pilot phase.
And just 6% — McKinsey’s “AI high performers” — are turning it into measurable business value.
So, where does that leave a startup like ReplyFabric?
Exactly where the future begins.
The world is stuck in pilot mode — and that’s our opening
McKinsey’s data shows that most companies aren’t struggling with whether to use AI, but how to make it work at scale.
That’s why I built ReplyFabric: a ready-to-scale AI agent that handles real communication workflows, not demo use cases.
Shared inboxes like info@ or sales@ are the perfect starting point — high volume, repeatable logic, measurable ROI.
In just days, ReplyFabric can transform how teams process hundreds of daily emails with human-level accuracy.
It’s not a pilot. It’s production-ready AI.
Our pitch is simple: “From pilot to productivity — in 1 day.”
Agentic AI: the next frontier is already here
McKinsey highlights that 62% of organizations are experimenting with AI agents,
yet only 23% are scaling them in even one function.
That’s where ReplyFabric already lives.
Our system doesn’t just predict or classify — it acts.
It reads, categorizes, prioritizes, replies, or forwards emails autonomously, while staying in the loop with humans.
In McKinsey’s words, we’re operating where “AI starts acting in the real world.”
And we’re doing it where it matters most: customer communication.
Workflow redesign beats automation
The report’s biggest insight is that high performers redesign workflows instead of layering AI on top of legacy systems.
That’s exactly what ReplyFabric does.
We don’t automate your messy inbox; we reimagine how your team works.
AI drafts, humans review when needed, and the system learns with every decision.
The result: 70–95% automation accuracy and faster responses that translate directly into better service and sales conversion.
Efficiency is good — but growth is better
McKinsey found that the most successful AI adopters combine efficiency with innovation.
They don’t just save costs — they grow revenue.
That’s why our story isn’t “AI saves you time.”
It’s “AI accelerates your business.”
When every inquiry gets answered faster, customers stay, leads convert, and your brand feels more human again.
Efficiency is our foundation.
Growth is our outcome.
Human in the loop: the secret to trust
Another major McKinsey takeaway: high performers define when humans validate AI output — “hybrid intelligence” wins.
That’s been part of ReplyFabric’s DNA from day one.
Our system never goes rogue.
Every draft, decision, or forward can be checked, corrected, and fed back into the model.
You’re always in control.
AI doesn’t replace your people — it amplifies them.
Why SMEs will lead the next wave
McKinsey notes that large enterprises have more resources to scale AI,
but small and mid-sized companies are where the next growth wave will come from.
These companies want AI that’s plug-and-play, compliant, and affordable — no engineering team required.
That’s exactly what ReplyFabric delivers: an AI team in a box, ready in one hour, GDPR-safe, and hosted in the EU.
The founder advantage
McKinsey’s high performers all share one trait:
leadership that owns the AI agenda.
As a solo founder, I live that ownership every day.
From architecture to compliance, from branding to UX — ReplyFabric is built around coherence and conviction.
That’s what allows us to move fast, stay sharp, and execute like a high performer long before scaling.
From state-of-the-art to state-of-use
McKinsey ends the report with a simple truth:
AI’s promise remains ahead — but it’s finally within reach.
At ReplyFabric, we’re building the bridge from promise to practice.
From hype to daily use.
From endless pilots to AI that simply works.
That’s what being “state-of-use” means.
And that’s exactly where the next generation of AI leaders will emerge.
📥 Download the McKinsey report: The state of AI in 2025: Agents, innovation, and transformation
ReplyFabric — Where AI stops experimenting, and starts delivering.
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About the Author
Tom Vanderbauwhede is the founder & CEO of ReplyFabric, lecturer in AI at KdG University, and a seasoned entrepreneur with 25+ years of business experience. He holds master's degrees in Applied Economics, Business Administration (MBA), and Strategic Change Management & Leadership. Tom is passionate about building AI tools that reduce email overload and help teams focus on what matters.
Connect with Tom on LinkedIn and follow his journey as a founder.