
SpecialistProvides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing.
Dust records 547,217 monthly visits with +1.8% month-over-month growth and Contact for Pricing pricing. IFS Loops records 5,005 monthly visits with -6.2% growth and Contact for Pricing pricing.

Agentic AI that executes enterprise operations work
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dust.tt | theloops.io |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 547.22K (547,217) | 5.01K (5,005) |
| MoM Traffic Delta | +9.48K (+1.8%) | -331 (-6.2%) |
| Primary Market & Share | 🇫🇷 France (65.4%) | 🇺🇸 United States (76.2%) |
| Direct Visits / mo | 456.92K | 1.96K |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |

Multiplayer AI where people and agents work side by side
Connect 70+ tools including Slack, Notion, Google Drive, GitHub, Salesforce and Zendesk so agents answer with real company knowledge instead of generic guesses.
Reach messaging, CRM, docs, project management, data, finance and MCP servers through one platform, so agents can act across systems rather than just chat.
Build agents with 20+ frontier and open-source models from OpenAI, Anthropic, Google and Mistral, and pick the best model for each task.
A dual-layer permission model, SCIM-synced groups, admin-gated overrides, audit logs and usage analytics keep company data locked down while teams move fast.

Agentic AI that executes enterprise operations work
Choose from prebuilt agents and digital workers, or a marketplace of role-specific workers, to automate multi-step operational tasks at a chosen autonomy level.
Surface contextual guidance and next-best actions to human agents directly inside their existing support tools.
Score every interaction rather than a sample, producing consistent quality insights and coaching signals across the support organization.
AI Autopilot drafts, refreshes, and expands self-service articles while flagging the topics where content is missing.

SpecialistProvides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing.
Free / Open-sourceAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Free / Open-sourceAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.

Free / Open-sourceAutomate work across thousands of apps — no code required

Free / Open-sourceAI-first customer service with a natively integrated AI agent

Offers robust enterprise-wide permission-aware search and knowledge management, but with less focus on custom multi-model agent workflows.
Offers robust enterprise-wide permission-aware search and knowledge management, but with less focus on custom multi-model agent workflows.
Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines.
Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines.
SpecialistTurn one prompt into live business apps, AI agents and automated workflows
Free / Open-sourceBuild, share, and control AI agents that actually do the work
Free / Open-sourceBuild, share, and control AI agents that actually do the work

SpecialistFocuses on secure enterprise workflow automation and security orchestration, but requires more manual setup for custom AI agents.
SpecialistFocuses on secure enterprise workflow automation and security orchestration, but requires more manual setup for custom AI agents.

Enterprise agentic AI platform for service, workforce and process automation

Free / Open-sourceOpen-source workspace to build, deploy and govern AI agents

Free / Open-sourceSelf-driving agent platform you run in your own cloud