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Qloo® vs VegaDūta

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

Qloo® compared with VegaDūta
DetailQloo® logo Qloo®VegaDūta logo VegaDūta
What it doesAI to understand the world around us Open-source, self-hostable platform for building and governing AI agents across multiple channels
StageEstablished Startup
FoundedNot given 2025
Based inUS IN
Pricing modelNot given Open source
PricingNot given Free to run, fork and build on commercially under Business Source License 1.1; paid hosted plans from $0 to $79 USD
Key features
  • 30K+ API requests per second at peak
  • 600M+ structured entities in cultural graph
  • Geo-precision to hundreds of feet
  • Human approval workflows
  • Multi-channel support (WhatsApp, email, voice, web)
  • Retrieval and graph memory
  • Guardrails and governance with budgets
  • Browser automation
  • Role-based access control
  • OpenAPI and Swagger tool import
  • Agent skill learning
  • Sealed audit log
What makes it different
  • Privacy-first architecture without identity-level consumer profiles or PII
  • Explainable deterministic inference based on structured relationships
  • 14+ years of cultural ontology maturation
  • Cross-domain cultural intelligence applicable across multiple industries
  • Geo-precision intelligence down to individual city blocks
  • Runs on laptop, server, or Kubernetes—same images everywhere from release
  • Complete governance embedded in platform and SDKs with approval, budgets, audit
  • Open standards: MCP, A2A, AG-UI, OpenTelemetry, OIDC, OpenAPI
  • Business Source License allows commercial use and forking
  • Console in 22 Indian languages
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)44 +1 (up) since last check8 +1 (up) since last check
Trust Flow (Majestic)100
Citation Flow (Majestic)3311
Referring domains (Majestic)2472

5 details filled in for both companies.

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