Dust vs Ledger (now Team Pulse)

The AI workspace where teams and agents get work done together

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.

Combines multi-model chat assistants and automated machine learning optimization, but with a heavier focus on data science pipelines.

All-in-one Korean collaboration suite for teams and public institutions

Turn one prompt into live business apps, AI agents and automated workflows

The AI super app for work — tasks, projects, calendar and meetings in one place

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.

One AI-powered workspace for tasks, calendars, notes and meetings

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