Data companies traditionally avoid people-heavy services as it dilutes their high-margin, scalable business model. AI is set to change this by enabling them to deliver a services layer—like campaign strategy and execution—at software-level margins, effectively allowing them to compete with traditional agencies.

As ad platforms like Google automate bid management, an agency's value is no longer in manual "button pushing." The new competitive edge is the ability to feed the platform's AI with superior client data and insights. Agencies that cannot access and leverage this data will struggle to demonstrate value.

The shift from agencies to AI is a strategic move for speed and scale, not just cost-cutting. Human teams cannot operate at the pace required to manage algorithm-driven platforms for search, inventory, and media, necessitating a 24/7 automated agent.

Meta's acquisition of AI agent company Manus may be focused on serving advertisers, not end-users. The goal is to let businesses state a high-level objective, like acquiring a customer, and have AI agents automate the entire funnel from ad creation to final sale, streamlining operations for Meta's true customers.

The next evolution of SaaS involves selling entire, functional teams. Companies will offer 'agent swarms'—collections of specialized AIs for media buying, copywriting, etc.—that can be 'hired' to execute campaigns, fundamentally disrupting the agency and software models.

Meta's purchase of AI agent startup Manus is a strategic move to own the next consumer interface. The goal is to position Meta's platforms, like WhatsApp, as the starting point for a new interaction model where users deploy agents for e-commerce and other tasks, bypassing traditional apps.

Meta is publicly framing its acquisition of the AI agent startup Manus as an enterprise play. However, the underlying strategy is likely to leverage Manus's talent to build a dominant consumer AI agent for tasks like travel and shopping, creating a new, defensible platform.

Meta's $2 billion purchase of Manus signals a pivot after its Llama model failed to gain traction. The company is now focusing on agentic AI that performs multi-step tasks, positioning itself to compete in the workflow automation and "super intelligence" race.

Meta's acquisitions, including agent-based social network Moldbook, reveal an aggressive strategy to dominate the AI agent space. An expert predicts this signals that 2026 will be the "year of agents," and Meta is building its arsenal with both capital and compute to win this next platform shift.