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White Circle 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.

White Circle compared with Volans Aquilae
DetailWhite Circle logo White CircleVolans Aquilae logo Volans Aquilae
What it doesAI safety and control infrastructure for guardrails, monitoring and red-teaming Engineering firm that tests AI agents before customers use them
StageStartup Not given
Founded2025 Not given
Based inNot given TH
Pricing modelContact for pricing 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 featuresNot given
  • 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
  • Independent oversight across the AI ecosystem, not tied to any single model provider
  • Halo open-source framework for post-training models, up to 3.5× faster than TRL
  • Research-driven approach integrating real-world findings into product
  • Multi-layer defense with red-teaming, detection, and verification
  • 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)44 +2 (up) since last check4 no change since last check
Trust Flow (Majestic)70
Citation Flow (Majestic)3616
Referring domains (Majestic)4075

3 details filled in for both companies.

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