Parloa and McKinsey form alliance to help firms manage customer service AI agents
Parloa, a provider of AI agent technology for customer experience, has announced an alliance with McKinsey & Company. According to the company, the goal is to close the readiness gap that keeps most enterprises from successfully managing AI agents in customer conversations.
- Parloa announced an alliance with McKinsey & Company on October 28, 2026 to help enterprises manage AI agents in customer conversations.
- McKinsey teams including QuantumBlack and AI by McKinsey will assess readiness and shape governance, technology and talent frameworks.
- McKinsey research found roughly one-third of enterprises lack the operational governance to sustain deployed AI agents.
- In a Parloa survey, less than 25% of CX operators felt confident designing and evaluating AI agents.
- The partners say they already jointly advise several large-scale clients.
What the alliance covers
The collaboration combines McKinsey's operations expertise and agentic AI capabilities with Parloa's AI Agent Management Platform. McKinsey teams, including QuantumBlack and AI by McKinsey, will assess organizational readiness, design and engineer agentic solutions, and help shape the technology, governance and talent frameworks needed for sustainable adoption.
Parloa says its platform lets customers build, optimize and manage AI agents across the full customer lifecycle and all channels, with built-in controls to improve every conversation. According to the announcement, teams can use the collaboration to tailor AI agents more effectively across an enterprise's existing systems, processes and customer needs, so that customer issues are resolved quickly and with greater satisfaction.
The readiness gap
The announcement points to two data points. McKinsey research has found that roughly one-third of enterprises currently do not have the operational governance in place to sustain deployed AI agents. Separately, Parloa surveyed CX operators about their confidence in managing AI agents, and less than 25% of all respondents said they felt confident in their ability to design and evaluate AI agents.
Brian Blackader, Partner at McKinsey, said: "Most organizations know they need to move on AI, but few have been able to execute the change management successfully." He added that the firm's research highlights that many AI projects fail to realize their targeted value, and that pairing McKinsey's operations expertise and QuantumBlack's AI capabilities with companies like Parloa can help clients realize improved service quality, customer loyalty and revenue.
Parloa's position and next steps
Chris Silver, Chief Revenue Officer at Parloa, said the alliance was built "to cross the divide between strategy and execution in customer operations." He said the two companies are already jointly advising several large-scale clients, and that the formal alliance positions them to offer this approach to enterprises across the US, Europe and the rest of the globe.
Parloa describes its platform as built for running agentic CX at scale and says it already serves a global roster of Fortune 100 customers. The company was founded by Malte Kosub and Stefan Ostwald and employs more than 600 people across eight offices in the US and Europe. McKinsey Partner Becca Kleinstein will speak at Parloa's WAVE Summit US on November 4-5.
What it means for enterprises
For companies deploying AI agents in customer service, the alliance is aimed at the organizational side of the work as much as the software: governance, talent and change management. Based on the figures the two companies cite, many enterprises and CX teams still lack either the governance or the confidence to run such agents. The partners say their joint offering is designed to address that, though the announcement does not give pricing, terms or outcome data for the joint work.
PR Newswire: McKinsey and Parloa announce alliance for customer-facing AI technology
