Logic.inc

Logic.inc is a platform for turning AI specifications into reliable, production-ready APIs without requiring teams to build or manage complex infrastructure. It focuses on operationalizing large language model (LLM) workflows by handling prompt engineering, model orchestration, and deployment so developers can move from prototype to production in minutes. The tool is designed to help teams standardize how they build, test, and maintain AI-powered features across products and services.

Key capabilities include configurable prompt pipelines, multi-model routing, and version-controlled prompt management, enabling teams to experiment and iterate safely. Logic.inc supports automated testing and evaluation of prompts and workflows, allowing users to compare model outputs, track quality over time, and catch regressions before changes reach production. Built-in observability provides logs, metrics, and tracing for AI calls, helping teams monitor performance, latency, and cost. The platform also exposes generated workflows as secure APIs, with authentication, rate limiting, and environment management for staging and production.