Dust gives enterprise teams an AI workspace. Tycoon gives one person a whole team.
Dust is a well-funded enterprise AI workspace — connects to your Notion, Slack, Google Drive, GitHub and builds custom assistants for your team. Tycoon is built for the opposite user: the one-person company that doesn't have a team to collaborate with, so it needs an entire AI team pre-hired. Dust wins at 20-500 person orgs. Tycoon wins at a team of one.
Dust is excellent at what it does — bringing AI into a company's existing workspace. But if you're running a one-person company, there's no existing workspace to enrich. You don't need an AI that reads your Notion; you need an AI team that creates the content, ships the product, runs the ops. That's Tycoon.
Clear answers about wallet credit, usage, subscriptions, and how Tycoon charges for work.
Dust is a Paris-based enterprise AI platform (raised $16M Series A in 2024) that lets mid-sized companies build custom AI assistants trained on their internal data — Notion, Slack, GDrive, GitHub, Intercom, Zendesk, Salesforce, etc. The assistants are usually consumed on-demand: employees ask questions, the assistant answers with context from company data. It's very popular with 50-500 person European tech companies.
Not well. Dust is built around the assumption that you have a team and existing data sources (Notion wiki, Slack history, GDrive docs). A solo founder doesn't have those things yet — the AI would have nothing to read. Tycoon works from day zero because the team is pre-hired with built-in skills, not trained on data you don't have yet.
Yes, through the skills marketplace, and the coverage is growing. But the integration model is different: Tycoon's AI team uses tools to do work (create docs, post to Slack, read from Notion), while Dust's model is 'search your data to answer questions'. If deep read-only search across existing data is your main need, Dust is stronger today. If you want the AI to actually do the work, Tycoon's model fits better.
For solo founders, Tycoon is almost always cheaper. Dust starts $29/user/mo Pro and $55+/user/mo Business. Tycoon is free to start with usage-based pricing (~$50-$500/mo for full AI team). For teams of 20+, Dust can be cheaper per person because Tycoon's usage scales with activity, but Dust charges per seat even for idle users.
No — Dust's primary unit is 'assistants' (individual AI helpers built for specific tasks like HR Q&A, sales enablement, engineering support). There's no role layer above them. Tycoon's AI CEO is architectural: it coordinates the rest of your AI team, owns company-level context, and is the default interface. That difference is the reason Tycoon feels like a company and Dust feels like a knowledge workspace.