Category
AI enterprise search software: what they are and who makes them
agent workspaces over company knowledge, search apis for builders, sovereign and on-premises platforms, large-scale connected knowledge platforms: Dust, Algolia, IntraFind through Sinequa.
Types of AI enterprise search software
Agent workspaces over company knowledge
Dust connects Slack, Notion, Drive and similar tools to agents that answer from them. Pricing is per seat with credits, and an admin picks which models to allow. It suits teams of tens to a few hundred people who want answers more than a classic search page.
Search APIs for builders
Algolia and Vectara give developers an index and retrieval service to put into their own apps. Algolia prints request and record rates, while Vectara prints annual deployment prices. Neither is a finished intranet search, so an engineering team has to build the front end, the connectors and the permission checks itself.
Sovereign and on-premises platforms
IntraFind, Intergator, Ayfie and Squirro run in your own data center or private cloud and stress that content stays inside the organization. They suit regulated sectors, public bodies and companies that cannot send documents to a shared SaaS index, and they usually come with a vendor-led setup project.
Large-scale connected knowledge platforms
Mindbreeze, Sinequa and Zeta Alpha index hundreds of sources for big organizations and add assistants or research agents on top. Their pages show no prices, and projects are scoped with a vendor team over weeks, not signed up for online.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Dust | Permutation Labs (Dust) | France | Free tier + API |
| Algolia | Algolia | United States | Free tier + API |
| IntraFind | IntraFind Software AG | Germany | Trial + API |
| Vectara | Vectara, Inc. | United States | Trial + API |
| Ayfie | Ayfie International AS | Norway | Paid + API |
| Intergator | interface projects GmbH | Germany | Paid + API |
| Squirro | Squirro AG | Switzerland | Paid + API |
| Mindbreeze | Mindbreeze GmbH | Austria | Paid + API |
| Zeta Alpha | Zeta Alpha | Netherlands | Trial + API |
| Sinequa | ChapsVision (Argonos platform) | France | Paid + API |
