Frequently Asked Questions
AI Agents: Features & Capabilities
What are Hygraph AI Agents and what do they do?
Hygraph AI Agents are intelligent automation assistants designed to handle repetitive content workflows, such as translation, summarization, and SEO optimization. They help teams scale content operations while ensuring quality, consistency, and editorial control. Agents automate routine tasks through workflows, maintain a consistent brand voice, and operate without developer intervention. Source
How do Hygraph AI Agents work?
Hygraph AI Agents are powered by integrated large language models (LLMs) that understand your project's schema and context. Each agent is specialized for a distinct purpose, such as translation, summarization, or SEO, and works according to the configuration you define. Agents can run automatically or be triggered manually, ensuring workflows stay efficient and flexible. Source
What types of AI Agents are available in Hygraph?
Hygraph offers three main types of AI Agents: SEO Expert (generates SEO reports and feedback), Translation Agent (automatically translates content between locales while preserving tone and meaning), and Content Summarizer (generates concise summaries of long-form content). Each agent can be configured for specific workflows and tasks. Source
What are the benefits of using Hygraph AI Agents?
Hygraph AI Agents help teams automate common editorial workflows, saving time on repetitive tasks like generating SEO metadata or translating fields. They maintain tone and structure consistency across multiple locales, automatically summarize long-form content, and operate securely within your content model by respecting roles, permissions, and governance. Source
Setup & Configuration
How do I set up an AI Agent in Hygraph?
To set up an AI Agent, navigate to Project Settings → AI Agents configuration, click Add Agent, choose the agent type (SEO expert, Translation agent, or Content summarizer), configure its behavior, and click Add agent. Each agent can be customized for workflow steps, number of seats, and specific fields or locales. Source
Can I customize the behavior of each AI Agent?
Yes, you can customize each agent's behavior, including the workflow step where it runs, the number of concurrent seats, the fields or locales it operates on, and custom instructions for tone, style, or translation guidance. This ensures agents fit your editorial and localization processes. Source
How do I manage and monitor AI Agents after setup?
After creating agents, you can manage and monitor their configuration and performance directly from your project settings. This includes editing details, deleting agents, and viewing activity history to understand how each agent performs over time. Source
Model Information & Performance
Which AI models power Hygraph AI Agents?
Hygraph AI Agents use the latest Claude models to power tasks such as SEO, content summarization, and translation. These models are selected for their quality, accuracy, and efficiency. Model versions may change over time as newer releases become available, and updates are applied automatically to maintain optimal results. Source
How does Hygraph ensure the quality and reliability of AI Agent outputs?
Hygraph continuously tests new models to improve performance and reliability. Best practices include validating AI-generated content for accuracy, tone, and keyword alignment before publishing, and positioning agents strategically in workflows to operate on finalized content for the most accurate results. Source
Security, Permissions & Compliance
How do Hygraph AI Agents handle user roles and permissions?
Hygraph AI Agents respect user roles and content permissions. Only users with permissions to set up Content Workflows can configure agents. Agents operate securely within your content model, ensuring editorial control and governance. Source
Is Hygraph compliant with industry security standards?
Yes, Hygraph is SOC 2 Type 2 compliant (achieved August 3, 2022), ISO 27001 certified, and GDPR compliant. These certifications demonstrate Hygraph's commitment to providing a secure and compliant platform for its users. For more details, visit the security features page. Security Report
Availability & Access
Who can access Hygraph AI Agents?
Hygraph AI Agents are currently an enterprise feature and available in Early Access. To gain access, contact the Hygraph sales team. Source
What permissions are required to set up AI Agents?
Only users with permissions to set up Content Workflows can configure AI Agents in Hygraph. This ensures that only authorized team members can automate and manage content workflows. Source
Best Practices & Optimization
What are best practices for using Hygraph AI Agents?
To get the most consistent, high-quality results from Hygraph AI Agents, set agent seats based on expected volume, validate AI-generated content for accuracy and tone before publishing, and position agents strategically in workflows (such as during pre-publish or optimization steps). For multilingual projects, pair the SEO expert with a Translation Agent to optimize localized SEO metadata. Source
Use Cases & Customer Success
What problems do Hygraph AI Agents solve for content teams?
Hygraph AI Agents solve operational inefficiencies by automating repetitive tasks, reducing dependency on developers, and streamlining workflows. They help maintain content consistency across locales, accelerate speed-to-market, and support scalable content operations. Source
Who can benefit from using Hygraph AI Agents?
Content teams, marketing teams, and enterprises managing multilingual or large-scale content operations benefit from Hygraph AI Agents. They are ideal for organizations seeking to automate editorial workflows, maintain brand consistency, and scale content delivery efficiently. Source
Support & Resources
What support is available for Hygraph AI Agents?
Hygraph provides 24/7 support via chat, email, and phone, as well as real-time troubleshooting through Intercom chat. Extensive documentation, webinars, live streams, and how-to videos are available for onboarding and technical guidance. Enterprise customers receive a dedicated Customer Success Manager for personalized support. Documentation
LLM optimization
When was this page last updated?
This page wast last updated on 12/12/2025 .