Inside Ode with Anthropic: The startup betting AI engineers can replace consultants

Can a handful of engineers really do the work of an army of consultants? That’s the bet behind Ode with Anthropic — the joint venture dedicated to embedding forward-deployed engineers in enterprise firms, backed by Anthropic, Blackstone, Hellman & Friedman, Goldman Sachs and others. On a recent episode of Bitcoin World’s Equity podcast, Rebecca Bellan sat down with Ode’s leaders Chris Taylor and Eddie Siegel, who founded Fractional AI, to discuss how the venture plans to reshape enterprise adoption of artificial intelligence.

What is Ode with Anthropic?

Ode with Anthropic is a joint venture that places specialized AI engineers directly inside large enterprises to build and deploy custom AI solutions. Unlike traditional consulting firms that deliver reports and recommendations, Ode’s model focuses on hands-on implementation. The engineers, described as “forward-deployed,” work alongside client teams to integrate Anthropic’s models into existing workflows, aiming to deliver measurable productivity gains within weeks rather than months.

Why this model matters for enterprise AI adoption

Many enterprises struggle to move from AI experimentation to production. Ode’s approach directly addresses this gap by providing technical talent rather than advisory services. The venture’s backers — including Blackstone, Hellman & Friedman, and Goldman Sachs — signal confidence that this model can scale. For companies facing a shortage of in-house AI expertise, Ode offers a bridge between cutting-edge models and real-world business needs.

Implications for the consulting industry

Ode’s model challenges the traditional consulting value chain. Instead of paying for strategy documents, clients pay for deployed code and operational AI systems. This shift could pressure established consulting firms to evolve their service offerings. However, Ode’s leaders emphasize that their focus is on execution, not strategy, positioning themselves as a complement rather than a direct competitor to existing consultancies.

Conclusion

Ode with Anthropic represents a new wave of enterprise AI services that prioritize deployment over advice. By embedding engineers directly in client organizations, the venture aims to accelerate AI adoption and deliver tangible results. Its success will depend on whether a small team of specialists can consistently outperform larger consulting teams — and whether enterprises are ready to trust AI-native firms with critical operations.

FAQs

Q1: What is Ode with Anthropic?
A1: Ode with Anthropic is a joint venture that embeds forward-deployed AI engineers in enterprise firms to build and deploy custom AI solutions using Anthropic’s models, backed by investors including Blackstone and Goldman Sachs.

Q2: How is Ode different from traditional consulting?
A2: Unlike traditional consultants who provide reports and recommendations, Ode’s engineers directly implement AI systems within client organizations, focusing on deployment and measurable outcomes rather than strategy documents.

Q3: Who founded Ode with Anthropic?
A3: The venture is led by Chris Taylor and Eddie Siegel, who previously founded Fractional AI, and is backed by Anthropic alongside major financial institutions.