Context Data vs Qloo®

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

Context Data compared with Qloo®
Detail	Context Data	Qloo®
What it does	Governed access to production data for AI agents	AI to understand the world around us
Stage	Not given	Established
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Open source	Not given
Pricing	Not given	Not given
Key features	Automatic detection and masking of sensitive data in results Risk-based approval workflow for writes Append-only audit log of all requests Support for multiple protocols: MCP, Postgres wire, HTTP Data lineage tracking	30K+ API requests per second at peak 600M+ structured entities in cultural graph Geo-precision to hundreds of feet
What makes it different	Works with agents and data you already have Open source under Apache 2.0 license Transparent status of every feature	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
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	26 no change since last check	43 no change since last check
Trust Flow (Majestic)	7	10
Citation Flow (Majestic)	23	33
Referring domains (Majestic)	124	247

3 details filled in for both companies.