McKinsey and Wonderful team up to deliver enterprise AI transformation from strategy to scale
McKinsey and Wonderful have announced an strategic collaboration to help clients move from AI ambition to agentic AI deployment at scale.
The collaboration combines McKinsey’s transformation expertise and QuantumBlack, AI by McKinsey’s capabilities with Wonderful’s enterprise agent platform and forward-deployed engineers, creating an integrated offering that can take ambitious organizations from experimentation to production-grade deployment.
A recent McKinsey survey finds that while 79 percent of organizations are experimenting with gen AI, fewer than 10 percent have scaled AI agents. The gap isn’t ambition; it’s execution.
Our strategic collaboration aims to help clients change that.
Wonderful is one of the fastest-growing applied-AI scale-ups, with a singular focus on building and deploying agents in production. Its hyperlocal operating model and forward-deployed engineering teams enable rapid implementation directly inside client environments and pair well with McKinsey’s emphasis on bringing joint teams to work “hands on keys” with clients.
“Deploying agentic AI across the enterprise is a complex endeavor that requires more than just great technology,” says Bar Winkler, cofounder and CEO of Wonderful. “Enterprises often struggle because deployment is treated as an afterthought. Strategy is separated from execution, and production is separated from delivery. We’ve seen that AI only lands and scales inside an enterprise when technology and implementation are designed together from day one. That’s where we’re deeply aligned with McKinsey.”
McKinsey and QuantumBlack also bring deep experience in rewiring organizations with technology and change management—the connective tissue that turns technical deployment into lasting business impact.
“The opportunity is to bring cutting-edge agentic AI into organizations in ways that create tangible value at scale—quickly—while reshaping how work gets done,” says Lieven Van der Veken, a McKinsey senior partner and leader of QuantumBlack.
By pairing McKinsey’s global expertise with Wonderful’s forward-deployed engineers and hyperlocal delivery model—treating every market as a priority—clients benefit from truly integrated teams that provide both global scale and local execution.
QuantumBlack, AI by McKinsey
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Our work together is already demonstrating impact across industries. For example, in telecommunications, agentic workflows are enabling more personalized customer interactions, improving conversion, and streamlining operations.
“This strategic collaboration enables clients to move from use case design to live deployment with a single integrated platform,” says Ben Ellencweig, a senior partner at McKinsey. “To win in a domain, our clients leverage an ecosystem of distinctive partners. This strategic collaboration is uniquely positioned to sit on top of hyperscalers to help midsize and legacy enterprises with complex tech stacks unlock value at scale.”
About Wonderful
Wonderful combines a powerful AI platform with best-in-class local deployment to deliver enterprise-grade AI agents to every market and every language. The platform enables enterprises to build, deploy, and optimize AI agents that serve customers and streamline workflows across front and back office. Founded by Bar Winkler, chief executive officer, and Roey Lalazar, chief technology officer, with backing from Insight Partners, Index Ventures, IVP, Bessemer Venture Partners, and Vine Ventures, Wonderful enables enterprises to run human-grade agents in some of the world’s most complex environments and use cases.