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Voxel51 vs Volans Aquilae

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Voxel51 compared with Volans Aquilae
DetailVoxel51 logo Voxel51Volans Aquilae logo Volans Aquilae
What it doesSearch, visualize, curate, and label multimodal data for physical AI models Engineering firm that tests AI agents before customers use them
StageEstablished Not given
Founded2018 Not given
Based inUS TH
Pricing modelPaid Paid
PricingNot given Production readiness review: USD 10,000 (ten working days, up to 10 tools and MCP servers, one re-run within 30 days). Founding-client price for first three: USD 6,000 for published summary. Forward deployed engineers: USD 12,000 per engineer per month (minimum one month, invoiced monthly in advance
Key features
  • Natural language search across datasets
  • Synchronized multimodal playback with video, 3D, sensors, and maps
  • Automated annotation quality assurance
  • VLM-assisted labeling and active learning
  • Agentic data work automation
  • Model evaluation and failure pattern detection
  • Dataset versioning and comparison
  • Support for billions of samples
  • Role-based access controls and SSO
  • Automated tests built from real production failures
  • Security review of tools and MCP servers
  • Signed go/no-go verdict from founder
  • One re-run within 30 days
  • Up to 10 tools and MCP servers per review
  • Forward deployed engineers for go-lives
  • Round-the-clock engineer support
  • Monthly regression testing after model changes
  • Up to 100 production traces per agent per month
What makes it different
  • Unified platform keeps data iteration continuous across the entire workflow
  • Search and curate across multimodal data types in one place
  • Agentic workflows automate repetitive data tasks
  • Built on open source FiftyOne toolkit
  • Deployed in regulated industries with full compliance and governance controls
  • Founder personally leads and signs every verdict
  • Same price for go and no-go verdicts
  • All code built stays in customer's repository
  • 24/7 engineer shifts to match customer time zones
  • Founding-client price of USD 6,000 for first three reviews
Community votes00
DR (Domain Rating by Ahrefs)70 no change since last check4 no change since last check
Trust Flow (Majestic)230
Citation Flow (Majestic)4716
Referring domains (Majestic)11285

5 details filled in for both companies.

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