Market Opportunity
Make AI agents product-aware: SDK to connect app state to agents targets a $6.0B = 200K product engineering teams × $30K ACV for SDK + hosted runtime annually total addressable market with medium saturation and a year-over-year growth rate of 30% YoY growth for enterprise generative AI tooling and agent orchestration (Gartner / public market signals, 2024-2025).
Key trends driving demand: In-app AI adoption — Companies are embedding assistants directly into their product interfaces, creating demand for SDKs that integrate app state safely.; Shift from chat to action — Users expect assistants to take actions and operate on current data rather than just respond to queries, which requires product-aware agents.; Open-source + managed hybrid — Developers prefer open SDKs for flexibility, paired with managed runtimes for security and compliance, creating room for dual models.; Rising emphasis on safety and permissions — Enterprises demand tooling that enforces access controls and audit logs for AI-driven actions to reduce risk..
Key competitors include LangChain, LlamaIndex, Microsoft Semantic Kernel / SDKs, Botpress.
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