
SpecialistProvides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing.
Adapt records 31,479 monthly visits with -21.2% month-over-month growth and Freemium, Free Trial pricing. Dust records 547,217 monthly visits with +1.8% growth and Contact for Pricing pricing.

Build AI company agents your teams can hand real work to
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | adapt.com | dust.tt |
| Pricing Model | Freemium, Free Trial | Contact for Pricing |
| Monthly Visits | 31.48K (31,479) | 547.22K (547,217) |
| MoM Traffic Delta | -8.45K (-21.2%) | +9.48K (+1.8%) |
| Primary Market & Share | 🇺🇸 United States (82.2%) | 🇫🇷 France (65.4%) |
| Direct Visits / mo | 26.03K | 456.92K |
| User Rating | 4.2 | 4.4 |
| Supported Platforms | Website | Website |

Build AI company agents your teams can hand real work to
One agent that works across every team's tools and knowledge, answering in Slack, email and the web app and acting with the permissions of the person asking.
Isolated computers for each agent run, configurable up to 32 vCPU and 32 GiB, billed by the second while active and free when parked.
Files persist after a sandbox stops and memories are recalled by later runs, so agents build on previous work instead of starting from scratch.
Reach Claude, GPT, Gemini and other models through a single OpenAI-style API, switching models in configuration and optionally using your own provider keys at 0% markup.

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.

SpecialistProvides a unified connected workspace for team documents and databases, but lacks Dust's advanced multi-source enterprise knowledge indexing.
Integrates deeply with CRM ecosystems to automate enterprise workflows, but is tightly bound to the Salesforce software suite.
Integrates deeply with CRM ecosystems to automate enterprise workflows, but is tightly bound to the Salesforce software suite.

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.
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you
SpecialistTurn one prompt into live business apps, AI agents and automated workflows
SpecialistExcels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture.
SpecialistExcels at visual no-code web scraping and data automation pipelines, but lacks Dust's dedicated internal knowledge base architecture.

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.

Build, automate and publish AI agents without starting from scratch

Delivers enterprise-grade conversational AI and workflow automation, but focuses more heavily on customer service and enterprise contact centers.

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