Merge offers connective infrastructure designed to support the deployment and operation of AI agents and products in production environments. Its platform addresses the challenge of integrating AI systems with a wide array of third-party tools, APIs, and large language models (LLMs), enabling both products and internal tools to access and act upon data from hundreds of external systems through a single API. Merge is positioned for organizations building or running AI-powered products, with use cases spanning enterprise search, agent-driven automation, and data synchronization for retrieval-augmented generation (RAG) applications.
Key features of Merge include the ability to connect to hundreds of integrations with one unified API, reducing the need for custom integration work and ongoing maintenance. The platform enables agents to perform authenticated actions across thousands of enterprise connectors, supporting both customer-facing products and internal workflows. Governance and compliance are emphasized, with scoped permissions and comprehensive audit logs to help organizations satisfy compliance requirements. Merge provides model routing capabilities, allowing requests to be automatically directed to the optimal LLM as defined by the user, with built-in fallback to maintain uptime if a provider becomes unavailable. This functionality includes performance visibility and spend controls for each model call.
The platform is delivered as a unified solution, offering modules such as Merge Unified, Merge Agent Handler, and Merge Gateway. These components facilitate data integration, agent connectivity to pre-built tools, and unified access to multiple LLMs through a single API with governance and routing features. Merge highlights enterprise-grade security and compliance, real-time monitoring for all syncs and actions, and fully maintained connectors. The platform is intended for teams responsible for shipping or managing AI products, including those in industries such as financial services, HR technology, and private equity.
The platform is described as suitable for a range of roles, including product, developer, and go-to-market teams, and offers support resources such as documentation, data sheets, and a help center. Its infrastructure aims to simplify and accelerate the process of building, integrating, and governing AI-driven solutions at scale.
In the Infrastructure & Backend space, Merge takes a focused approach. It simplifies connecting AI agents and products to multiple APIs and tools for scalable production workflows. Merge is a B2B product aimed at AI developers and enterprise engineering teams. Merge is available on the web, the command line, and API.
Merge first shipped in 2026. Across PulseGate's embedding index, Merge has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are unified integrations, agent handler, and governance controls.
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