Fluid Topics
Fluid Topics provides an enterprise Product Knowledge Platform that unifies product content from any source into a single AI-powered hub, delivering semantic search, RAG chatbots, agentic AI workflows, and headless content delivery to software, manufacturing, and high-tech companies worldwide.
- Company typePrivate
- Founded2012
- HeadquartersLyon, France
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What Fluid Topics does
Fluid Topics, founded in 2012 and headquartered in France, is a privately held SaaS provider of a Product Knowledge Platform that unifies product content from any source and format into a single intelligent hub, then delivers personalized content experiences across documentation portals, chatbots, AI agents, in-product help, and helpdesk integrations. The platform architecture combines Content Delivery (100+ ready-made connectors into CCMS, LMS, SharePoint, GitHub, and other sources), AI Search (hybrid keyword + semantic search powered by internally computed embeddings across 33 languages), a Generative AI toolkit with pre-built components (RAG chatbot, real-time translation, code assistant, summarization) supporting a BYO-LLM model across OpenAI, Azure OpenAI, Claude, and Gemini, Agentic AI powered by a production-ready Model Context Protocol (MCP) server, a no-code Portal Designer, and a Content Analytics suite. The platform is ISO 27001:2022 certified, GDPR compliant, and operates under a 99.9%+ uptime SLA.
The company sells exclusively to enterprise customers via direct field sales, supported by implementation partners (Componize, Etteplan, Ryffine) and a content-marketing engine that includes eBooks, webinars, an ROI calculator, and a demo library. Pricing is quote-based and undisclosed, with no freemium or self-serve tier. Named enterprise customers span software (Siemens, JFrog, Precisely, Hitachi Vantara, Genetec, Dayforce, Steinberg, Ateme, Vaisala), industrial and manufacturing (Johnson Controls, Hexagon, KONE, Liebherr Mining, SwissQprint), and HR tech (Darwinbox, Teradata). Documented customer outcomes include 65% support deflection, 34% reduction in support tickets within a month, 30% publishing cost savings, and 50% reduction in resolution time. Fluid Topics operates globally with localized websites in English, German, and Japanese.
The company raised $16.26M in April 2024 led by Kennet Partners with participation from Crédit Mutuel Innovation and Ventech. Founder Fabrice Lacroix serves as CEO and Product Manager. Headcount is reported in the 101–250 range. The company appears to share corporate lineage with Antidot (referenced via footer link to fluidtopics.com/antidot-company/), though no formal parent-subsidiary relationship is documented in the source materials.
Fluid Topics firmographics
Firmographics- Name
- Fluid Topics
- Legal name
- Fluid Topics
- Website
- https://fluidtopics.com
- Company type
- Private
- Founded year
- 2012
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- Fluid Topics provides an enterprise Product Knowledge Platform that unifies product content from any source into a single AI-powered hub, delivering semantic search, RAG chatbots, agentic AI workflows, and headless content delivery to software, manufacturing, and high-tech companies worldwide.
- Ownership category
- akta.pro rank
Where Fluid Topics is headquartered
LocationHeadquarters
- HQ city
- Lyon
- HQ country
- France
- HQ region
- Europe
Offices1 record
Markets served
Fluid Topics business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Subscription-based SaaS: Fluid Topics operates as a cloud-based SaaS platform providing product knowledge management capabilities on a subscription basis. The platform offers enterprise-grade features including AI tools, content delivery, search, and analytics. Pricing is quote-based with no public pricing tiers listed on the website.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription pricing |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels11 records
Fluid Topics product offering
Product offeringCore offering
Fluid Topics is a Product Knowledge Platform that unifies product content from any source and format (CCMS, LMS, SharePoint, etc.) into a single knowledge hub. The platform delivers AI-ready content across documentation portals, chatbots, AI agents, in-product help, and helpdesk integrations through headless API architecture. It combines keyword-based search with AI-driven semantic search, RAG-powered chatbots, agentic AI via MCP server, and no-code portal building capabilities, enabling enterprise organizations to centralize product knowledge and power both human and AI consumption at scale.
Product overview
Fluid Topics is a Product Knowledge Platform that unifies product content from any source and format into a single intelligent hub, delivering personalized content experiences at scale and powering AI applications. The platform architecture consists of a core Product Knowledge Platform with integrated modules: Content Delivery for content unification and omnichannel delivery, AI Search combining keyword and semantic search, Generative AI toolkit for instant AI assistant deployment, Agentic AI powered by MCP server for autonomous workflows, Portal Designer for no-code portal building, Content Analytics for performance measurement, and Fluid Topics AI providing the underlying AI infrastructure. Use-case specific solutions include Documentation Portal for self-service help centers, Chatbot AI for RAG-powered conversational support, In-Product Help for embedded contextual assistance, Helpdesk for support tool integration, and Field Service for mobile technician access. The platform serves organizations across software, manufacturing, and high-tech/electronics industries, with targeted solutions for technical writers, IT/CIO leaders, field service teams, customer support, product engineering, and senior leadership.
Differentiator
Problem solved
Functional benefit
Products and services
- Product Knowledge Platform The Fluid Topics Product Knowledge Platform is a cloud-based SaaS solution that unifies product content from any source and format (CCMS, LMS, SharePoint, etc.) into a single intelligent knowledge hub, delivering personalized content experiences at scale across documentation portals, chatbots, AI agents, in-product help, and helpdesk integrations. It is designed for enterprise organizations in software, manufacturing, and high-tech/electronics industries.
Quantifiable outcome
- 5 million+ annual portal visits for Teradata, becoming company's most visited website
- +6 more outcomes
Companies that use Fluid Topics
Customer profileNamed customers16 records
Segments9 records
Ideal customer profiles1 record
Fluid Topics technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration25 records
AI capability13 records
Feature10 records
Fluid Topics partnerships and signals
Strategic signalPartnerships
16 partnerships are on record, tiered core and minor.
- HerettocoreHeretto is a CCMS provider integrated with Fluid Topics for seamless content delivery from structured authoring environments.
- Adobe Experience ManagercoreAdobe Experience Manager integration allows content from AEM to flow into Fluid Topics knowledge hub.
- PaligocorePaligo CCMS integration with Fluid Topics for structured content delivery.
- MadCap IXIA CCMScoreMadCap IXIA CCMS integration for DITA-based content management and delivery.
- ZendeskcoreZendesk helpdesk integration for embedding Fluid Topics knowledge into support ticketing workflows.
- SalesforcecoreSalesforce CRM integration for customer service and support automation.
- JiracoreJira integration for connecting product documentation with issue tracking and project management.
- SharePointcoreMicrosoft SharePoint integration for content aggregation from enterprise document management.
- ConfluencecoreAtlassian Confluence integration for wiki content aggregation.
- GitHubcoreGitHub integration for developer documentation and code-centric content.
- OpenAIcoreOpenAI LLM integration for chatbot and generative AI capabilities.
- RWScoreRWS (Tridion) integration for enterprise content management.
- MadCap FlarecoreMadCap Flare integration for help authoring and documentation delivery.
- ComponizecoreImplementation partner specializing in Fluid Topics deployment and customization services.
- EtteplancoreImplementation and consulting partner for technical documentation and Fluid Topics deployment.
- RyffineminorConsulting partner for Fluid Topics implementation and integration services.
Scale indicators13 records
Recent moves5 records
Expansion highlights6 records
Fluid Topics competitors and assessment
Company assessmentBroad incumbents
- Adobe Experience Manager: Adobe's enterprise content management platform with overlapping capabilities in content unification, headless delivery, and AI-driven personalization. Comparable because it serves the same enterprise content/knowledge use cases, though as part of a much broader Adobe Experience Cloud portfolio.
- Zendesk Guide: Help center and knowledge management module within the broader Zendesk customer service platform. Comparable in the helpdesk and self-service documentation use case, though embedded inside a much larger CX suite.
- Confluence: Atlassian's enterprise wiki and knowledge management platform with broad adoption across product and engineering teams. Adjacent to Fluid Topics in the knowledge management space, though more general-purpose and less specialized for technical product documentation.
Direct peers
- Paligo: Cloud-native CCMS built on DITA for technical documentation. Direct competitor to Fluid Topics in structured content authoring and delivery, with similar target customers in software and manufacturing industries.
- Heretto: DITA-based CCMS designed for technical product documentation, positioned as a direct Fluid Topics integration partner and competitor. Comparable API-first architecture and enterprise content delivery capabilities.
- Document360: SaaS knowledge base platform for product documentation and self-service help centers. Comparable because it targets the same documentation portal use case for software and SaaS companies, with AI-powered search features.
- Bloomfire: Enterprise knowledge management platform with AI-powered search and content discovery. Comparable in the AI-augmented knowledge base use case for customer support and product documentation.
- Guru: AI-powered knowledge management platform delivering trusted answers across customer support, sales, and product workflows. Comparable in delivering AI-driven knowledge access to enterprise teams, though focused on shorter-form content.
- Slab: Modern knowledge base and wiki platform with AI-powered search and content verification. Comparable as a documentation and internal knowledge management solution for product and engineering teams.
- MadCap Flare: Help authoring and technical documentation tool with strong DITA support. Direct competitor in technical content creation and delivery, listed by Fluid Topics as an integration partner indicating product overlap.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Fluid Topics social profiles
Digital presenceFluid Topics compliance and trust
Trust signalCompliance4 records
Fluid Topics financial estimates
Financial estimateRevenue estimate
Valuation estimate
Fluid Topics leadership team
Management profileNumber of profiles
Profiles1 record
Fluid Topics funding detail
Funding detailFunding overview
Funding rounds1 record
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Fluid Topics M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Fluid Topics
What does Fluid Topics do?
Fluid Topics is a Product Knowledge Platform that unifies product content from any source and format (CCMS, LMS, SharePoint, etc.) into a single knowledge hub. The platform delivers AI-ready content across documentation portals, chatbots, AI agents, in-product help, and helpdesk integrations through headless API architecture. It combines keyword-based search with AI-driven semantic search, RAG-powered chatbots, agentic AI via MCP server, and no-code portal building capabilities, enabling enterprise organizations to centralize product knowledge and power both human and AI consumption at scale.
Is Fluid Topics a public or private company?
Fluid Topics is a private company. It is classified as venture growth investor backed and is currently operating.
When was Fluid Topics founded?
Fluid Topics was founded in 2012. It employs 101 to 250 people.
Where is Fluid Topics based?
Fluid Topics is headquartered in Lyon, France, in the Europe region.
How does Fluid Topics make money?
One revenue line is on record: subscription-based SaaS.
Who are Fluid Topics's main competitors?
Broad incumbents on record are Adobe Experience Manager, Zendesk Guide and Confluence. Direct peers are Paligo, Heretto, Document360, Bloomfire, Guru, Slab and MadCap Flare.
Does Fluid Topics have an API?
Yes. Fluid Topics offers native API integration for headless content delivery across multiple channels. The platform provides Search APIs for embedding search capabilities into any digital touchpoint including product UIs, customer portals, support tools, and AI assistants. APIs enable building custom integrations and automating workflows. The platform also offers a production-ready MCP (Model Context Protocol) server for extending applications and enabling AI agents to access product knowledge. Developer documentation is at docs.fluidtopics.com.