to11 provides a unified AI gateway platform that consolidates routing, observability, prompt management, evaluation, and safety policies into a single request path. By replacing multiple vendor tools, it reduces integration overhead and enables teams to trace and improve production AI behavior with built‑in OpenTelemetry monitoring and prompt iteration, lowering cost and complexity.
Funding
Funding not disclosed
Founders
Product
Problem
Production AI applications often rely on a fragmented stack of separate tools for request routing, observability, prompt management, evaluation, and safety enforcement. This fragmentation leads to duplicated instrumentation, broken debugging workflows, inconsistent data, higher engineering overhead, and increased cost.
Solution
to11 offers a unified AI gateway platform that consolidates routing, OpenTelemetry‑native tracing, prompt iteration, evaluation, and policy enforcement into a single request path. By handling all aspects of an AI request on one shared data plane, the platform enables faster debugging, reliable risk detection, and streamlined workflow without the need for multiple vendors. Integrated observability provides end‑to‑end visibility into model traffic, while built‑in prompt management and safety checks help maintain quality and compliance in production. The solution reduces tooling sprawl, lowers total cost of ownership, and improves reliability and safety for teams deploying large language model features at scale.
Target Audience
Primary customers are engineering teams and product groups that ship LLM‑based features to production and need a consolidated platform for routing, observability, prompt management, and safety.
Features
- Ultra‑fast AI gateway that routes model traffic through a single request path
- OpenTelemetry‑native tracing and observability for end‑to‑end request visibility
- Integrated prompt management with version comparison and iteration support
- Built‑in evaluation and policy enforcement to detect unsafe outputs, data leaks, and prompt injection
- Consolidated data plane eliminates duplicated instrumentation across multiple tools
- Simple integration via a shared API and hierarchical organization (Organization → Workspace → Project)