Context Data vs unify

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 unify
Detail	Context Data	unify
What it does	Governed access to production data for AI agents	Models that keep learning
Stage	Not given	Not given
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	Continuous model training from user interactions Automatic quality improvement Reduced latency and cost over time User-owned learning flywheel
What makes it different	Works with agents and data you already have Open source under Apache 2.0 license Transparent status of every feature	Models learn inside the harness rather than remaining frozen Eliminates the limitation of frozen models with notepads
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	56 no change since last check
Trust Flow (Majestic)	7	26
Citation Flow (Majestic)	23	37
Referring domains (Majestic)	124	610

3 details filled in for both companies.