Alternatives · Dust
Dust alternative: the AI employee
for portfolio operators.
TL;DR. Dust is a multiplayer AI workspace and a platform for building custom AI agents. Qualia is the AI employee that comes pre-built for portfolio operators (2 to 10 person teams running 3 to 20 products). If you want to build agents, choose Dust. If you want to hire one, choose Qualia.
Context
What Dust is.
Dust positions itself around “custom AI agents” and its coined category “multiplayer AI.” It gives your organization a shared workspace where humans and AI agents access the same knowledge, tools, conversations, and notifications. Dust raised a $40M Series B (Sequoia), serves 3,000+ organizations, and is the mature choice for teams that want a platform to build agents on.
Dust's own framing captures the value clearly: “Most teams are stuck in single-player AI mode. Dust changes that with a multiplayer AI workspace.” The primitives are strong: custom AI agents, a semantic layer, MCP support, human-agent collaboration surfaces.
Dust ships with pricing that makes it accessible: Free tier, Pro at $30/mo, Max at $150/mo, Enterprise for larger deployments. If your organization is ready to invest engineering time to build agents that fit your exact workflows, Dust is one of the strongest platforms available.
The gap
Where Dust stops.
Dust is a platform. You configure. You build. You wire. You maintain.
For a company with engineering capacity and clear ideas about which agents to build, that's the right trade. For a 2 to 10 person team running multiple products, “build your own agents” is often the last thing you have time for. You bought Dust to save time; instead you spent three weeks building agents. Now the agents work, but you're maintaining them.
Dust's ICP is enterprise-flavored: “AI-first GTM teams,” organizations with 100+ people, function-segmented solutions. Portfolio operators (small teams, many products) are not the primary buyer. The pricing scales by seats + credits, which stacks awkwardly for a small team running many products.
Difference
What Qualia adds.
Qualia is the AI employee that comes pre-built. You don't configure agents; you hire one AI teammate that already knows how portfolio operators work.
- Zero build time. Qualia ships with an agent workforce pre-configured for portfolio operations: morning brief, error triage, PR drafting, PRD authoring, content generation, support triage, overnight system sweep. First value on day one, not week three.
- Portfolio scope, not enterprise scope. Built for 2 to 10 person teams running 3 to 20 products. Every capability was built because Sentez (Qualia's parent studio, 15 products with 8 people) needed it.
- Action verbs Dust exposes as primitives, Qualia bundles as products. Dust gives you the LEGO pieces (agents, MCP, semantic layer). Qualia gives you the finished house.
- Signature verbs. Drafts your PRs from error reports. Writes new agents on demand when you describe a task. Sends the emails. Closes the tickets. All configured out of the box.
Comparison
Feature comparison.
| Feature | Qualia | Dust |
|---|---|---|
| Category | AI employee (pre-built) | Multiplayer AI platform / agent builder |
| Configuration required | Low (agents ship configured) | High (you build agents) |
| Time to first value | Day 1 | Weeks |
| Custom agent building | Available (describe a task, Qualia writes the agent) | First-class |
| Semantic layer over company knowledge | Yes | Yes |
| MCP support | Yes | Yes |
| Slack, Teams, Gmail, Drive integration | Yes | Yes |
| WhatsApp integration | Yes | No |
| Portfolio-scope built in | Native | No (configure per team) |
| Cross-product signal correlation | Native | Configure |
| Morning executive brief | Built-in | Configure |
| Draft PRs from errors | Built-in | Configure |
| Draft PRDs from feedback | Built-in | Configure |
| Pricing model | Portfolio | Seats + credits |
| Free tier | Trial | Yes ($0, 500 credits) |
| Target buyer | Portfolio operators | Engineering-heavy teams |
Pricing
Pricing.
Dust: Free, Pro $30/mo (8K credits), Max $150/mo (40K credits), Enterprise (100-user minimum). Credit-based pricing means variable cost per month depending on agent usage.
Qualia: Portfolio-based pricing. Small teams get a predictable monthly line item without seat sprawl.
Fit
When to pick Dust.
Pick Dust if you have engineering capacity to build custom agents and configure workflows. You want a platform to standardize AI across a 100+ person organization. Your primary need is a workspace where humans and agents collaborate on shared knowledge. You want the most mature, best-funded multiplayer AI platform in the market.
When to pick Qualia.
Pick Qualia if you run multiple products with a small team and don't have time to build agents from scratch. You want an AI employee that shows up ready to work on day one. Your bottleneck is portfolio scale, not agent configuration. You want the action-first approach without the platform overhead.
FAQ
Questions teams ask
before switching.
Is Qualia built on Dust?
No. Qualia has its own memory layer and agent runtime. They can co-exist in the same organization for different jobs.
Can Qualia's agents be customized?
Yes. You describe a task in plain English, Qualia writes an agent for it.
Does Qualia support MCP like Dust?
Yes. Qualia is MCP-native and can be reached by external agents that speak MCP.
Is Qualia cheaper than Dust?
For small teams running multiple products, yes. Dust's per-seat + per-credit pricing scales awkwardly when you have 5 people and 15 products.
Why does Dust have 3,000+ orgs and Qualia is smaller?
Dust has been in the market longer and targeted GTM teams broadly. Qualia is younger and focuses tightly on portfolio operators.
Can I try Qualia without engineering setup?
Yes. Book a demo and we'll walk through your portfolio in 30 minutes.
Next step
Skip the build phase.
Bring your real products, tickets, and decisions. In 30 minutes with a co-founder you'll see what an AI employee does on day one.
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