Teammately

The AI Agent for AI EngineersBuild AI that’s hard to misbehave with AI AgentBuilding production-level AI takes months of evaluation and iteration.Teammately AI Agent automates and fast-tracks every step, and execute at scale to make your AI hard to fail.Get a demoBuild Faster with AI AgentsA simple GPT wrapper won’t make your AI behave. Building a reliable AI service takes months of trial and error.Automate iterations with AI Agent to deliver production-grade AI instantlyPrompt generation & Self-refinementTeammately AI Agent chooses foundation models, generates prompts based on the best practices of each model, and a quick test using a few synthesized test cases before moving to large-scale evaluation. If the evaluation result is bad, the AI Agent autonomously analyzes the cause and refines your AI.Learn moreTest case & LLM Judge synthesizer for EvaluationTo develop high-quality AI, you need high-quality evaluation, which requires a sufficient number of fair test cases and insightful metrics tailored to your AI project. Teammately AI Agent automatically generates these while aligning with your requirements.Learn moreAgentic RAG BuilderTeammately AI Agent builds RAG by automatically handling all processes, including chunking, embedding, and indexing. Learn moreInterpretable AI ObservabilityTeammately Observability automatically evaluates logs with multi-dimensional LLM judges, so you can quickly identify problems—even in production.Learn moreAI-Generated DocumentationTeammately AI Agent generates and updates documentation based on your work, showing your AI's current performance and challenges to support smooth team collaboration.Learn moreSecure AI leveraging AI Agent ScalabilityYour AI might hallucinate in ways you’ll never notice. Catching those edge cases takes tons of expert but tedious and dirty work.Maximize safety and reliability with AI Agents designed for AI engineeringMulti-dimensional LLM JudgeEvaluate with various evaluation methods such as 3-grade, pairwise and voting to make the judgments more reliable.Learn moreLet AI organize your data for accurate RAGTeammately AI Agent automatically cleans “dirty” docs, rewrites chunks to embed context, and identifies failures based on your requirements. [*Coming soon]Learn moreCompare multiple AI architecturesTeammately AI Agent simultaneously simulates multiple AI architectures, including Prompt, RAG, and models, compares their scores, and helps you find the optimal architecture.Learn moreFailover to secondary models & promptsWhen the foundation model fails, Teammately AI Agent automatically routes to secondary models with pre-tailored prompts for each one. [*Coming soon]Set up modular AI like a container and scale it everywhere without infra configsLLMs and agents introduce many new dependencies. Rollbacks are frequent in AI, but codebase and Git management are becoming bottlenecks for prompts and retrieval databases.Implement in 5 min, deliver everywhere in under 20 msWith a few lines of code, you can integrate Teammately into your app. Using Teammately adds only 20 ms or less compared to calling the fundation model's API directly.Centralize managementContainerize models, prompts, and retrieval engines to ensure elasticity in your AI DevOps. All infra behind is automatically provisioned and managed by Teammately and its Agents.Switch models, prompts, and databases with one clickGit-based management poses major challenges in AI. Teammately enables easy switching and rollback. Learn more about how Teammately makes your AI hard to failBuildPrompt generationRAG developmentSelf-refinement of bad AIRetrievalAgentic RAG BuilderDoc CleaningContext embeddingEvaluationMulti-dimensional LLM JudgeMulti-architecture evalAI-generated reportTest CaseTest case synthesizerExpand from your dataTune edge casesLLM JudgeCustomized metricsCollective decision-makingPairwise evaluationObservabilityLLM Judge in post-productionIdentify AI failuresAlerts via email and SlackDocumentationAI Architecture & LogicEvaluation ReportFuture improvements --- Contact our teamor you can contact hello@teammate.ltdContact TeamFor information about how Teammately handles your personal data, please check our Privacy Policy. --- BuildLet AI Agent build your AI Teammately AI Agent autonomously generates a draft architecture for your AI based on best practices and the latest methods.Talk to expertStart for freePrompt generation based on each modelTeammately AI Agent chooses foundation models, generates prompts based on the best practices of each model, and manages advanced configs.Learn moreMulti-step generation architectureTeammately AI Agent builds generation flow architectures to support reasoning, thinking, formatting and user input expansion.RAG developmentTeammately AI Agent builds RAG by automatically handling all processes, including chunking, embedding, and indexing.Learn moreSelf-refinement of bad AITeammately AI Agent runs a quick test using a few synthesized test cases before moving to large-scale evaluation. If the evaluation result is bad, the AI Agent autonomously analyzes the cause and refines your AI—rewriting prompts, switching models, adding more reasoning steps, and more.Playground to test quicklyWhen writing prompts manually, test them instantly in the playground to quickly check how they work.Learn more about how Teammately makes your AI hard to failBuildPrompt generationRAG developmentSelf-refinement of bad AIRetrievalAgentic RAG BuilderDoc CleaningContext embeddingEvaluationMulti-dimensional LLM JudgeMulti-architecture evalAI-generated reportTest CaseTest case synthesizerExpand from your dataTune edge casesLLM JudgeCustomized metricsCollective decision-makingPairwise evaluationObservabilityLLM Judge in post-productionIdentify AI failuresAlerts via email and SlackDocumentationAI Architecture & LogicEvaluation ReportFuture improvementsTeammately helps you to productionize AI faster and more reliably.Contact us for a demo with a product expert. Our expert will get in touch with you.Contact TeamFor information about how Teammately handles your personal data, please check our Privacy Policy. --- EvaluationLevel up AI Evals with AI Agent If you release without sufficient evaluation, your AI may frequently hallucinate in the production environment. Teammately prevents that.Talk to expertStart for freeReliable evaluation comes from good test cases & metricsTo develop high-quality AI, you need high-quality evaluation, which requires a sufficient number of fair test cases and insightful metrics tailored to your AI project. Teammately AI Agent automatically generates these while aligning with your requirements.Fair & realistic test casesTeammately AI Agent generates datasets based on major use cases and logs, enabling realistic simulations before deploying to production.Customized metrics tailored to your AI projectPre-defined LLM judge frameworks for cost, latency and bias don't provide significant insights. Instead, evaluate using more relevant and specific metrics tailored to your use cases.Various evaluation methodsEnhance the validity of your evaluation by using various evaluation methods such as 3-grade, pairwise, and voting.Test case synthesizerTeammately AI Agent generates fair and realistic test cases by expanding on the major use cases of your AI project and your log data, and by intentionally creating edge cases.Learn moreMulti-dimensional LLM JudgeTeammately AI Agent generates LLM judge metrics every time based on your objectives. You can choose various evaluation methods such as 3-grade, pairwise, and voting.Customized metricsCollective decision-makingPairwise evaluationCustomize metrics every timePre-defined LLM judge frameworks for cost, latency and bias don't provide significant insights. Instead, evaluate using more relevant and specific metrics tailored to your use cases.Customize metrics every timePre-defined LLM judge frameworks for cost, latency and bias don't provide significant insights. Instead, evaluate using more relevant and specific metrics tailored to your use cases.Collective decision-makingLLM judges are not always perfect. A voting system, where multiple LLMs evaluate the same dataset and metrics simultaneously, makes the judgments more reliable.Pairwise evaluationPairwise lets you compare the outputs of two AI architecture versions to determine which performs better in comparison.Simulate & evaluate multiple AI architecturesTeammately AI Agent simultaneously simulates multiple AI architectures, including Prompt, RAG, and models, compares their scores, and helps you find the optimal architecture.AI Data Scientist drafts reportThe AI Agent generate evaluation reports that include graphs & analysis of overall and per-use-case performance, potential hallucinations & common error patterns, analysis of whether this model is production-ready, and future improvements for enhanced performance.Learn moreLearn more about how Teammately makes your AI hard to failBuildPrompt generationRAG developmentSelf-refinement of bad AIRetrievalAgentic RAG BuilderDoc CleaningContext embeddingEvaluationMulti-dimensional LLM JudgeMulti-architecture evalAI-generated reportTest CaseTest case synthesizerExpand from your dataTune edge casesLLM JudgeCustomized metricsCollective decision-makingPairwise evaluationObservabilityLLM Judge in post-productionIdentify AI failuresAlerts via email and SlackDocumentationAI Architecture & LogicEvaluation ReportFuture improvementsTeammately helps you to productionize AI faster and more reliably.Contact us for a demo with a product expert. Our expert will get in touch with you.Contact TeamFor information about how Teammately handles your personal data, please check our Privacy Policy.