SWIRL AI Search
Zero-copy AI search across enterprise data sources.
At a glance
- Editor score9.0 / 10
- PricingFree plan · paid from $24,000/yr
- Best forTeams needing live federated search without indexing
- Free planYes
- Permission syncYes
- Founded2024 · Waltham, Massachusetts, United States
- Facts checked21 Sep 2026
Where it wins
- Queries connected systems live without copying or indexing content
- Inline citations and source-level permissions support accountable answers
- MCP, REST API, workspaces, SSO, and hybrid deployment are included options
Where it doesn't
- Paid plans begin at $24,000 annually
- The Departmental plan is limited to one business unit or workspace
- Advanced deployment and support features require the Enterprise plan
Our verdict on SWIRL AI Search
SWIRL AI Search is a federated enterprise search and retrieval-augmented generation platform for teams that need live search across connected business systems without copying or indexing content. It combines ranked search, semantic relevance processing, AI-generated answers with inline citations, workspaces, configurable LLM providers, and an MCP server for search, RAG, chat, and document reading. The product is available through the web, API, and self-hosted deployment, with connectors for Microsoft 365, SharePoint, Box, GitHub, Confluence, Jira Cloud, Google Drive, Google Workspace, Salesforce, ServiceNow, Anthropic, OpenAI, and Azure OpenAI.
Pricing is structured as annual platform licensing rather than per-user billing. The free plan provides an entry point, while the Departmental plan costs $24,000 per year and covers one business unit or workspace, a core connector pack, SSO, an MCP server, a REST API, and community and email support. Business costs $72,000 annually and adds multiple business units or workspaces, a business console, production agent and MCP access, plus a standard SLA and priority support. Enterprise costs $150,000 per year and adds unlimited business units, private-cloud or on-premises deployment, FedRAMP, air-gapped and government-cloud options, a premium SLA, a named technical account manager, and custom connectors.
Its clearest distinction is live federated retrieval with permission enforcement at the connected-system level. Three-pass ranking, semantic caching with document version clustering, canonical-version selection, and inline citations support more controlled discovery and generated answers. MCP access also gives AI agents a built-in route to search, RAG, chat, and document reading. Choose SWIRL AI Search if live access, cited answers, source-level permissions, and deployment flexibility matter more than a conventional indexed architecture. Teams seeking a lower-cost paid plan, per-user pricing, or a simpler single-workspace search tool should look elsewhere.
SWIRL AI Search pricing
All 4 SWIRL AI Search plans and prices →
SWIRL AI Search fact sheet
| Free plan | Yes |
|---|---|
| Paid from | Not verified |
| Source connectors | Not verified |
| Permission sync | Yes |
| Answer citations | Yes |
| Deployment options | Hybrid |
| Indexed content limit | 0 GB |
| Admin controls | Yes |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | 2FA |
| Support | Email, Tickets, Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 150+ integrations: Microsoft 365, SharePoint, Box, GitHub, Confluence, Jira Cloud … See all → |
| Pricing | Free plan · paid from $24,000/yr (source) |
| Website | swirlaiconnect.com |
| Facts checked | 21 Sep 2026 |
SWIRL AI Search integrations
SWIRL AI Search lists 150+ integrations on its own site — the 13 named here are the ones its pages call out.
- Microsoft 365
- SharePoint
- Box
- GitHub
- Confluence
- Jira Cloud
- Google Drive
- Google Workspace
- Salesforce
- ServiceNow
- Anthropic
- OpenAI
- Azure OpenAI
See all SWIRL AI Search integrations →
Alternatives to SWIRL AI Search
- SinequaA governed search platform for large enterprises with complex information estates.—
- Mindbreeze InSpireA broad enterprise search platform for permission-aware answers across complex data estates.7.0
- CoveoA mature enterprise search platform with deep retrieval, personalization, and integration capabilities.—
See all SWIRL AI Search alternatives →
SWIRL AI Search vs the competition
- SWIRL AI Search vs Sinequa
- SWIRL AI Search vs Mindbreeze InSpire
- SWIRL AI Search vs Coveo
- SWIRL AI Search vs Amazon Kendra
- SWIRL AI Search vs Elastic Search AI
- SWIRL AI Search vs SearchBlox SearchAI
Compare SWIRL AI Search with any tool side by side →
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Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026
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