Ode with Anthropic, a joint venture backed by Anthropic, Blackstone, Hellman & Friedman, and Goldman Sachs, was formed by acquiring Fractional AI to deploy engineers directly into enterprise companies for AI implementation. The venture's founders Chris Taylor and Eddie Siegel argue that most enterprise AI pilots fail to reach production environments. The model positions AI-native services as a major emerging category by embedding technical staff within client organizations rather than relying on traditional consulting approaches.
Companies are deploying AI agents without proper management frameworks, creating wasteful "loops" where poorly-trained employees use AI inefficiently to compensate for unclear processes. The vast majority of token spend produces no value, mirroring how 80% of traditional employees often perform no meaningful business function. The key to unlocking AI value lies in building rigorous evaluation systems and AI transformation services that encode each firm's specific processes into measurable outputs, similar to how coding became the only breakout AI use case because code either runs or fails.
A customer's $2,000 ebike was marked as delivered and signed for by someone else, and when he attempted to track it down, he encountered AI chatbots at FedEx, the bike retailer, his bank, and even his local police department that consistently prevented him from reaching human representatives. Across all customer service interactions, 59 percent of consumers reported frustration with AI agents, while 85 percent preferred speaking with humans, and Verizon's CEO stated that AI will likely replace a large percentage of the company's customer service workforce. Corporations are deploying AI in customer service at the expense of human employees, sometimes intentionally using chatbots as a tactic called sludge to discourage customers from seeking resolution.
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