Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents
A recent survey of 101 enterprises reveals that while organizations are rapidly adopting agent orchestration platforms, predominantly using Anthropic’s Claude, a significant gap exists between their orchestration ambitions and the actual capabilities of their deployed agents, with 71% reporting that only a quarter or fewer of their agents are true multi-step orchestrated workflows. Despite investments in workflow tooling and a preference for hybrid control planes to avoid vendor lock-in, many enterprises still lack real-time fiscal control over agent costs, indicating a slow maturation of orchestration strategies.
For a professional interested in robotics and industrial robotics, the most actionable insight from the content is the emphasis on the importance of hybrid control planes to avoid vendor lock-in. This suggests an opportunity for robotics startups to develop adaptable control systems that can work across different model-provider platforms, potentially offering a competitive advantage in flexibility and security. Investing in such technology could align well with the current trend of enterprises seeking to balance provider-native solutions with their own orchestration layers.