ElevenLabs CEO Mati Staniszewski runs a $600 million business without product managers. He embed engineers in non-technical departments like legal and talent. The engineers build custom automations and act as technical filters. This structure bets AI has made the middle-management coordination layer obsolete.

Staniszewski argues the bottleneck is no longer coding, but technical oversight. Engineers work in pods of five to ten people, moving directly from research to product. They ensure every internal tool has a built-in security check from day one. ElevenLabs deployed an inbound AI SDR agent to connect customers faster to the correct internal expert.

The Ligora CEO notes elite firms like Kirkland & Ellis face a structural crisis. Their model relies on overcharging for junior associates to subsidize expert partners. AI can perform junior-level document review with 80% accuracy in seconds. The billable hour collapses. Savvy firms are shifting toward fixed fees or success-based pricing. The role transforms from researcher to manager of AI agents.

Ligora uses its own AI tools for in-house diligence. It closes a deal in 12 days from LOI. This contrasts with traditional lawyer incentives to extend timelines. The firm's data includes firm-specific precedent and a global repository of cases. It enables immediate 80% accurate responses for cross-jurisdiction queries.

Google's chaotic branding is a secondary concern. Distribution beats product design in the mass market. If the right AI tool is placed where a user already works, they won't care about the naming convention. Google is building a utility grid, not a single 'God model' interface.

A deeper tension is brewing between Google’s high-level research and its product teams. DeepMind CEO Demis Hassabis remains focused on a 5-to-10-year track toward AGI through world models. He is reportedly skeptical of the 'recursive self-improvement' path through coding agents that OpenAI and Anthropic sprint toward. Sergey Brin has formed a strike team to accelerate Google’s coding agent capabilities. This split identity explains why Google ships both Anti-gravity 2.0 for developers and Spark for consumers simultaneously.

The era of unlimited AI experimentation is ending. Token costs are now the primary concern for Fortune 500 CIOs. Google introduced 'compute-based usage limits' for its Ultra plans. The move signals a shift to a pay-as-you-go reality. The human voice is also becoming a licensable IP asset. ElevenLabs paid over $22 million to voice talent who license their clones on the platform.

The displacement is not limited to junior lawyers. AI coding agents are reshaping the entire engineering hierarchy. Firms that cling to the old coordination layers will subsidize inefficiency. Those that embed technical oversight directly into business functions will capture the velocity.