Agentic AI vs Generative AI: A Guide for Technical Writers

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The Product Knowledge Platform
for People and AI

Don’t let content chaos slow your growth. Fluid Topics unifies your product knowledge into a single platform that delivers personalized content experiences at scale and fast-tracks your move to AI.

Trusted by Customers, Partners & the AI Ecosystem

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Hexagon logo.
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Logo Darwinbox.
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From Fragmented to Unified Knowledge

Fragmented content slows productivity and decision-making. Fluid Topics centralizes all your product content into one intelligent hub, turning your knowledge into a reliable, consistent, and accessible resource.

AI-Ready Content Without the Hassle

Stop spending hours preparing content for AI and RAG systems. Our platform transforms your knowledge into AI-ready, enriched content, offers AI tools out-of-the-box, and delivers a secure layer to power autonomous agents.

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Your Docs,
Reimagined for Users

Clunky portals and PDFs frustrate users and slow self-service adoption. Fluid Topics provides intuitive and smart experiences that give customers instant help and equip support agents with the resources to resolve issues faster.

Platform Capabilities at a Glance

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Content Delivery

Create content once in your preferred tools, and Fluid Topics instantly delivers it across all your digital channels — securely and seamlessly. Ensure users always get accurate, relevant information and easily keep your documentation fully aligned with the latest product updates.

Explore Content Delivery
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Artificial Intelligence

Deploy AI projects faster by leveraging next-generation technology and connecting your systems with your content. With Fluid Topics, your organization gains core RAG services, including embeddings, semantic search, prompt management, and a production-ready MCP server for extending applications.

More about Fluid Topics AI
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AI Search

What if every search your users perform always returned the right answer, regardless of content type or source? Fluid Topics’ AI-powered search is purpose-built for your domain knowledge, delivering reliable, contextual results across every touchpoint.

Search Overview
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Portal Designer

The embedded Portal Designer lets you easily build and customize your Content Delivery Portal through an intuitive WYSIWYG editor. You can design a complete experience while fully controlling layouts, branding, and other design elements in complete autonomy.

Discover the Portal Designer
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Analytics Suite

Get the tools you need to measure and improve the impact of your product knowledge on your organization. See how your users interact with your content, identify what they like, anticipate their frustrations, and refine your content and product before you’re even asked.

Explore Content Analytics

Enterprise-ready for all your use cases

  • Documentation Portal
  • Chatbot AI
  • In-Product Help
  • Helpdesk

Launch your Documentation Portal

Create self-service portals for clients, vendors, and employees with real-time access to the information they need. Centralize all your technical and product documentation in one place, ensuring faster issue resolution, better user engagement, and a seamless experience.

  • Icon checklist.

    Create a help center where your customers can access comprehensive product information 24/7.

  • Icon checklist.

    Ensure the right people see the right content with robust permissions and flexible access management.

  • Icon checklist.

    Serve content in text, audio, video, and interactive formats.

  • Icon checklist.

    Track usage, identify content gaps, and optimize your self-service portals for maximum efficiency.

Get started with your docs portal
Technical Docs Center with search, sections for developers, engineers, support, and profiles.

AI Grounded in your Knowledge

Transform product support with an AI chatbot that delivers real-time, context-aware answers using your proprietary knowledge—all while keeping security and access control intact.

  • Icon checklist.

    Launch a RAG-powered chatbot quickly with prebuilt orchestration, and integrated embeddings computation and vector search.

  • Icon checklist.

    Semantic search ensures conversational, precise, and up-to-date replies with clear sourcing.

  • Icon checklist.

    Pre-built LLM connectors, customizable UI, and fine-tuned prompts for specialized use cases.

  • Icon checklist.

    Robust governance, audit logs, and strict alignment with data policies.

Learn about our chatbot
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In-Product Help

Deliver context-sensitive, real-time guidance directly within your product or on custom pages. Help users complete tasks, troubleshoot issues, and adopt features faster—without leaving the interface.

  • Icon checklist.

    Embedded help and chatbots deliver answers exactly when needed.

  • Icon checklist.

    Provide guidance using continuously updated knowledge, tailored to user roles, actions, and context.

  • Icon checklist.

    Deflect pointless support tickets with real-time, contextually relevant assistance.

  • Icon checklist.

    Monitor user behavior, knowledge gaps, and content performance in real time.

Explore in-product help
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Helpdesk

Bring all your documentation, guides, and technical resources directly into your helpdesk, giving agents and users instant access to accurate, up-to-date content. Empower self-service, improve support efficiency, and reduce ticket volume.

  • Icon checklist.

    Enable users to find answers quickly without leaving your helpdesk system.

  • Icon checklist.

    AI-assisted replies provide accurate, context-aware responses and source verification for agents.

  • Icon checklist.

    Manage content visibility by role, group, and metadata while maintaining smooth user experience.

  • Icon checklist.

    Deliver accurate answers across languages so users can instantly access the information they need, whether content is in its original form or translated.

Explore our helpdesk integration
Helpdesk dashboard with ticket statuses, recent activity, popular articles, and tool icons.
Documentation Portal

Launch your Documentation Portal

Create self-service portals for clients, vendors, and employees with real-time access to the information they need. Centralize all your technical and product documentation in one place, ensuring faster issue resolution, better user engagement, and a seamless experience.

  • Icon checklist.

    Create a help center where your customers can access comprehensive product information 24/7.

  • Icon checklist.

    Ensure the right people see the right content with robust permissions and flexible access management.

  • Icon checklist.

    Serve content in text, audio, video, and interactive formats.

  • Icon checklist.

    Track usage, identify content gaps, and optimize your self-service portals for maximum efficiency.

Get started with your docs portal
Technical Docs Center with search, sections for developers, engineers, support, and profiles.
Chatbot AI

AI Grounded in your Knowledge

Transform product support with an AI chatbot that delivers real-time, context-aware answers using your proprietary knowledge—all while keeping security and access control intact.

  • Icon checklist.

    Launch a RAG-powered chatbot quickly with prebuilt orchestration, and integrated embeddings computation and vector search.

  • Icon checklist.

    Semantic search ensures conversational, precise, and up-to-date replies with clear sourcing.

  • Icon checklist.

    Pre-built LLM connectors, customizable UI, and fine-tuned prompts for specialized use cases.

  • Icon checklist.

    Robust governance, audit logs, and strict alignment with data policies.

Learn about our chatbot
Chat with AI assistant showing password reset steps, user messages, and a visible logo."
In-Product Help

In-Product Help

Deliver context-sensitive, real-time guidance directly within your product or on custom pages. Help users complete tasks, troubleshoot issues, and adopt features faster—without leaving the interface.

  • Icon checklist.

    Embedded help and chatbots deliver answers exactly when needed.

  • Icon checklist.

    Provide guidance using continuously updated knowledge, tailored to user roles, actions, and context.

  • Icon checklist.

    Deflect pointless support tickets with real-time, contextually relevant assistance.

  • Icon checklist.

    Monitor user behavior, knowledge gaps, and content performance in real time.

Explore in-product help
Self-Service Help window with search and quick links like user management on dark interface.
Helpdesk

Helpdesk

Bring all your documentation, guides, and technical resources directly into your helpdesk, giving agents and users instant access to accurate, up-to-date content. Empower self-service, improve support efficiency, and reduce ticket volume.

  • Icon checklist.

    Enable users to find answers quickly without leaving your helpdesk system.

  • Icon checklist.

    AI-assisted replies provide accurate, context-aware responses and source verification for agents.

  • Icon checklist.

    Manage content visibility by role, group, and metadata while maintaining smooth user experience.

  • Icon checklist.

    Deliver accurate answers across languages so users can instantly access the information they need, whether content is in its original form or translated.

Explore our helpdesk integration
Helpdesk dashboard with ticket statuses, recent activity, popular articles, and tool icons.

Connect Fluid Topics
With Your Tech Stack

Get up and running quickly with ready-made connectors to top platforms,
enabling your content to scale while your team works with the tools they know best.

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Heretto

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Adobe Experience Manager

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Paligo

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Word

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Madcap IXIA CCMS

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PDF

Zendesk

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Zoho Desk

HTML5

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RWS

OpenAPI white logo
Adobe_RoboHelp logo

Robohelp

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Confluence

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Heretto

Adobe logo

Adobe Experience Manager

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Paligo

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Word

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Madcap IXIA CCMS

pdf icon

PDF

Zendesk

Zoho Desk icon

Zoho Desk

HTML5

DITA logo white
Favicon rws

RWS

OpenAPI white logo
Adobe_RoboHelp logo

Robohelp

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Confluence

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Docufy Cosima

Sharepoint logo

Sharepoint

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Excel

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Salesforce

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OpenAI

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Markdown

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Schema ST4

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Github

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Madcap Flare

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YouTube

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Jira

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Swagger

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Docufy Cosima

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Sharepoint

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Excel

Salesforce logo

Salesforce

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OpenAI

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Markdown

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Schema ST4

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Github

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Madcap Flare

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YouTube

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Jira

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Swagger

An edge for everyone
in your company

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Documentation teams

Streamline your content operations and take publishing to the next level. Free up your team’s time to focus on high-value work, enhance the user experience, and optimize workflows—all while keeping your existing writing processes intact.

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CIOs & IT leaders

Unlock the power of Artificial Intelligence with a secure platform that instantly makes your content AI-ready and provides built-in AI tools to create engaging experiences and generate real ROI.

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Field Service

Improve your field service operations and exceed your SLAs. Enable your field technicians with the information and digital tools they need to get the job done right, wherever they are.

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Customer Support

Increase user satisfaction. Reduce support calls and tickets by providing 24/7 personalized answers, while enabling support agents to deliver quick resolutions.

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Product Engineering

Align documentation updates with every product release to empower cross-functional teams with accurate information and smoother collaboration.

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Senior leadership

Lead in an AI-first world by positioning your product knowledge as a strategic asset that drives innovation, efficiency, and measurable growth.

Real customers, real results

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5 million visits on the documentation portal

Discover how Teradata turned its technical documentation portal into the company’s most visited website.

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 65% support deflection rate

See how Darwinbox boosted efficiency by pairing help content with a chatbot for effortless self-service.

Read success story
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Learn how Hexagon achieved major time savings in docs release by moving to dynamic content delivery.

Read success story

Ready to move forward?

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