AI that understands
your data.

Fathom AI is DataHarbor's intelligence layer. Three focused capabilities that learn your schema, score every field for risk, and catch dangerous combinations—all running on our infrastructure. Your data never touches a third party.

Discovery and monitoring

Schema Intelligence

Watches every API response and builds a living model of your data. Detects schema drift, discovers new fields, and keeps governance rules aligned as your API evolves—without manual schema uploads or spec files.

Automatic schema discovery from live traffic
Drift detection when upstream APIs change
Structural learning that improves over time

Field-level risk scoring

Data Key Analysis

Scores every field for privacy risk against GDPR, CCPA, HIPAA, and other frameworks. When a new key appears, Data Key Analysis tells you exactly what it means, how sensitive it is, and what you should do about it.

Automatic PII and PHI detection
Framework-specific guidance per field
Risk scoring that updates as your schema grows

Re-identification risk detection

Combined Key Analysis

Goes beyond individual fields. Evaluates how keys interact—flagging combinations that create re-identification risk even when each field looks harmless on its own. The difference between compliance and exposure is often a pair of fields.

Cross-field combination analysis
Re-identification risk detection
Regulatory violation flagging

Every model runs on our infrastructure.

No data sent to model providers. No external API calls. No third-party inference. Compact, purpose-built models—hosted entirely by DataHarbor.

Zero data sent to model providers
See the models behind Fathom AI

Ready to Transform Your APIs?

Join the waitlist and be among the first to experience plug-and-play MCP servers. No hassle, no complex onboarding — just revolutionary API management.

Free during beta
No credit card required
Full feature access
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