# Humanloop Avaliação de LLM, gestão de prompts e observabilidade empresarial para equipes de IA - Findings24: - Site: - Preços: Freemium - Categorias: Hubs de modelos de IA, Observabilidade de IA, Assistentes de testes com IA ## O que é Humanloop? Humanloop is an enterprise LLM evaluation platform for teams building AI features, with evaluation, prompt management, and observability in one feedback loop. The platform supports both UI-first and code-first workflows so engineers, product managers, and domain experts can collaborate on prompt engineering, testing, monitoring, and iteration. The docs describe it as tooling for developing robust AI features with LLMs, and the pricing page presents enterprise options alongside a free trial and deployment choices for larger teams. ## O que Humanloop pode fazer? ### Evaluation workflows Evaluate model changes with code, human, or AI evaluators, including LLM-as-a-judge workflows and external evaluators tailored to a business context. ### Prompt management Manage prompts in a collaborative workspace with versioning, rollback, and deployment controls, so teams can track changes over time. ### Experiment comparison Run experiments, compare results, and inspect performance issues in the UI to understand how model changes affect outputs. ### Observability and feedback Collect logs, feedback, and human judgments from applications and evaluations to monitor behavior in production and close the feedback loop. ### CI/CD integration Integrate evaluations into CI/CD and use version-controlled datasets to detect regressions before they reach production. ### Collaborative workflows Support UI-first and code-first workflows so engineers, PMs, and subject matter experts can collaborate in the same platform. ## Casos de uso ### Test changes before release Benchmark new model or prompt changes against existing behavior, compare results in the UI, and use evaluators to decide whether a change is ready to ship. ### Collaborative prompt iteration Let engineers and domain experts review prompts in a shared workspace, track history, and roll back changes when a prompt underperforms. ### Regression detection in delivery pipelines Add automated evaluation checks to CI/CD with version-controlled datasets to catch regressions before they reach production. ### Production monitoring and feedback Monitor production outputs with logs, feedback, and human judgments so teams can trace issues and improve prompts or models after release. ### Cross-functional AI development Use the platform to support teams that need both a UI for non-technical contributors and code-based workflows for engineering implementation. ## Perguntas frequentes ### What is Humanloop? Humanloop is an LLM evals platform for enterprises. It brings together evaluation, prompt management, and observability so teams can develop, test, and monitor AI features in one place. ### Who is Humanloop for? The platform is designed for both engineers and product managers or domain experts. The docs describe both UI-first and code-first workflows so different team members can work on prompts and evaluations together. ### What does Humanloop log? Humanloop says a log is created for each call to a Prompt, Tool, Evaluator, or Flow. Logs capture inputs, outputs, metadata, and related feedback or judgments. ### Can I export my data from Humanloop? Humanloop says customers can export their data at any time. The docs also note that the platform will be sunset on September 8, 2025, and point users to the Migration Guide for exports. ### Does Humanloop offer a trial or enterprise plan? Humanloop offers a free trial with access to the features in the selected plan, subject to log and evaluation volume limits. The pricing page also includes enterprise options, VPC deployment add-ons, and contact sales for tailored plans. ## Informações rápidas - **Category**: LLM evaluation platform - **Primary users**: Engineers, product managers, and subject matter experts - **Workflow**: Evaluation, prompt management, and observability - **Pricing**: Free trial available; enterprise plans and contact sales options listed - **Deployment**: Cloud, VPC add-on, and region-specific deployment options - **Source domain**: humanloop.com