Enterprise "Agent OS" with trust, memory, and multi-agent coordination — built by ex-Atlassian CTO.
Tool useMemoryRAGMulti-agent
Dust vs Vic.aiwhich AI ops agent should you pick in 2026?
"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
Dust vs Vic.ai — specs
| Spec | Dust | Vic.ai |
|---|---|---|
| Agent Rank | 77 / 100 (A) | 70 / 100 (B) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Subscription · from $29 | Subscription · Free tier |
| Open source | No | No |
| Capabilities | Tool use, Memory, RAG, Multi-agent | Vision, Tool use, Memory |
| Integrations | 5 apps | 4 apps |
| Verified | — | Verified |
| Released | Mar 2025 | Jan 2025 |
Agent Rank breakdown
Dust
Agent Rank
77/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 7
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Vic.ai
Agent Rank
70/ 100
- Autonomy
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing
- 9
- Polish
- 6
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Dust
Pros
- +"Multiplayer AI" — shared, governed workspaces designed for company-wide use
- +$40M Series B (Sequoia, Snowflake, Datadog) signals strong enterprise validation
- +Deepest connector library among agent platforms (Slack/Notion/GitHub/Salesforce/GDrive)
Cons
- −French roots — strongest support in EU/UK time zones
- −Higher per-seat pricing than Glean for read-only retrieval use cases
- −Custom agent authoring requires technical user (less low-code than Gumloop)
Vic.ai
Pros
- +70%+ reduction in manual AP work at deployed customers
- +Trained specifically on invoice/AP — much more accurate than general OCR + LLM
- +Vendor master cleanup happens as a side-effect
Cons
- −Mid-market and up — overkill for small businesses with <100 invoices/month
- −ERP integration is the longest part of deployment
- −Best on standard invoice formats; weaker on highly unstructured vendor bills
Pricing
Dust
Free
Free
Individuals
- +1 workspace
- +3 agents
- +GPT-4o + Claude 3.5
Recommended
Pro
$29/seat/mo
Teams
- +Unlimited agents
- +All integrations
- +Custom data sources
Enterprise
Custom
Large orgs
- +SSO + audit
- +Custom retention
- +Dedicated tenants
Vic.ai
Mid-market
Custom
AP teams 5–50 people
- +Autonomous invoice processing
- +GL coding + approval routing
- +NetSuite/Sage/QuickBooks sync
Recommended
Enterprise
Custom
Large AP orgs
- +Custom workflows
- +Multi-entity / multi-currency
- +SSO + audit logs
- +Dedicated CS
Which one should you pick?
Vic.ai
Pick Vic.ai if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick Dust or Vic.ai in 2026?+
Pick Dust if its specific capabilities (Tool use, Memory) match what you need. Pick Vic.ai if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Dust for primary work and Vic.ai for the workflows where its specific strengths matter.
What's the price difference between Dust and Vic.ai?+
Dust starts at Subscription · from $29; Vic.ai starts at Subscription · Free tier. Vic.ai is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Dust or Vic.ai?+
Vic.ai is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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Tool useMemoryRAGMulti-agent
Demo · hover to playVisual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.
Tool useMemoryMulti-agentDemo · hover to play
See more alternatives: alternatives to Dust · alternatives to Vic.ai
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