Acquiring technology is easier than integrating it. Meta now faces the harder task: making Manus work inside Meta’s complex, multi-platform organization. Integration challenges have killed more acquisitions than bad strategy.

The technical integration is substantial: connecting Manus infrastructure to WhatsApp, Instagram, Facebook, and Meta AI requires navigating different codebases, data models, and team cultures.
The Organizational Challenge
Beyond technology, organizational integration determines success. Manus’s startup culture must mesh with Meta’s scale-driven operations. Key talent must stay—and stay motivated—through the transition.
History suggests integration challenges destroy most acquisition value. Meta’s execution over the next 18 months will determine whether the $2B was well spent.
Success Metrics
What does successful integration look like? Context infrastructure powering personalized AI across all Meta surfaces. User-visible improvements in AI relevance. And critically: retained Manus talent building new capabilities.
Read the full analysis: The Meta-Manus Deal, The Day After on The Business Engineer









