Can I use AXYS to build Retrieval Augmented Generation (RAG) workflows for AI agents?
Yes, AXYS is purpose-built to fully support Retrieval Augmented Generation (RAG) workflows for your AI agents. The platform provides pre-built, proprietary RAG pipelines that are ready to use out of the box, enabling your agents to instantly retrieve and leverage relevant data, structured or unstructured, for more accurate and contextual responses. With AXYS’s intuitive, no-code
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Will AXYS support asking statistical questions from our data using LLMs like OpenAI?
Yes, AXYS fully supports asking statistical questions from your data using large language models (LLMs) like OpenAI. The platform enables you to analyze both structured and unstructured data, generate summaries, identify trends, and extract insights through natural language queries. This makes it easy for anyone to perform complex statistical analysis and reporting without the need
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Does AXYS cache responses to common questions to save even more on compute or token cost?
Yes, AXYS automatically caches responses to common and repeated questions. This means that when the same or similar queries are asked again, the system delivers instant answers from the cache instead of running a new AI computation—dramatically reducing compute and token costs. This caching feature helps maximize efficiency and keeps your operational expenses low, especially
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Can I see which questions were not answered, so I can improve prompts or data mapping?
Yes, AXYS provides clear reporting on questions that were not answered or received incomplete responses. You can review these unanswered queries to identify gaps in your data, refine your prompts, or improve data mapping. This feedback loop helps you continuously optimize your AI performance and ensure better results over time.
Can I add users to the Chat AI interface?
Yes, AXYS allows you to add both users and admins to the Chat AI interface. Admins can manage user access, set permissions, and oversee interactions, while users can securely access the chat to ask questions, explore data, and leverage AI insights. This flexible user management ensures your team collaborates efficiently while maintaining the right level
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Can I ask free-form questions and/or predetermined questions from my data in the AXYS Chat AI interface?
Yes, the AXYS Chat AI interface lets you ask both free-form and predetermined questions from your data. For unstructured data like documents or emails, you can simply ask any free-form question—no prompt setup required. The AI understands your query and searches across all available data fields and content. For structured data, you can build prompts
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Can I test prompts live for my structured data within AXYS?
Yes, AXYS allows you to test prompts live against your structured data directly within the platform. You can quickly see how different prompts perform, review AI-generated answers, and refine your prompts in real time—all through an intuitive, no-code interface. This helps you optimize prompt quality, accuracy, and relevance before deploying them for wider use.
Will AXYS help me build better prompts for AI-based questions?
Yes, AXYS actively helps you build better prompts for AI-based questions. The platform analyzes your connected data, understands the schema, and suggests optimized prompts to improve accuracy and relevance. You can also use AXYS’s no-code interface to test and refine prompts, and leverage built-in AI assistance for additional recommendations, making it easy to get high-quality
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What is AXYS’s approach to AI prompting and model integration?
AXYS provides a no-code, guided approach to AI prompting and model integration. The platform analyzes your connected data schemas and suggests optimized prompts for more accurate AI results. You can fine-tune prompts and model interactions with intuitive controls—no engineering needed. AXYS even uses its own AI to recommend better prompts and streamline model integration, making
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Is AXYS compatible with Model Context Protocol (MCP) and agentic AI frameworks?
Yes, AXYS is fully compatible with Model Context Protocol (MCP) and modern agentic AI frameworks. Every AXYS connector can be exposed as an MCP-compatible endpoint, making it easy to integrate AXYS-powered data orchestration with any MCP-compliant agent or AI system. This ensures seamless interoperability, faster AI solution development, and out-of-the-box support for the latest agentic
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What is AXYS’s approach to AI prompting and model integration?
AXYS offers a no-code approach to AI prompting and model integration, making it simple for any user to connect data and interact with AI models. The platform intelligently analyzes your connected data schemas and suggests optimized prompts tailored to your unique data structure, helping you get more accurate and relevant results from AI models like
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How does AXYS optimize data pipelines and reduce costs for AI and LLM (Large Language Model like OpenAI) usage?
AXYS is engineered to dramatically reduce the cost and complexity of AI and LLM usage in your organization. By leveraging advanced retrieval augmented generation (RAG) workflows and intelligent data orchestration, AXYS delivers only the most relevant and concise information to AI models. This targeted approach achieves up to 98.8 percent reduction in token usage, significantly
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