Platform
Case Studies
Build for the frontier.
Your data — Governed at the speed of tomorrow.
Enroll once. Deliver anywhere.
One API becomes many governed views—each tailored for a specific purpose.
Safe data reuse,
without the engineering tax
DataHarbor sits between your data and your consumers. Publish governed, purpose-limited views of the same source—for partners, products, and AI.
Eliminate API sprawl
One Source, Many Views
Enroll your existing API once. Create unlimited Virtual APIs—each tailored for a specific partner, use case, or consumer. No data duplication. No forked codebases.
Ship partner deals faster
Compliance Without Friction
Declarative privacy controls—redaction, tokenization, anonymization—applied at the data boundary. Legal reviews that used to take weeks now take hours.
Audit-ready from day one
Built-in Governance
Every Virtual API is versioned, expirable, and revocable. Full audit trails correlate data access with policy versions. Compliance teams approve, not block.
Deliver data where it's needed
Ready for Any Destination
Instant MCP servers for AI agents. Data lake contribution via Open Lake. TOON format support. Virtual APIs adapt to new destinations as they emerge—we grow with you.
Governance that learns
as your data evolves
Our in-house model monitors, classifies, and protects your data continuously. Your data never leaves DataHarbor servers.
Catch drift before it becomes risk
Schema Learning
DataHarbor learns the shape of your data over time. As your API evolves, we detect net-new fields and objects—surfacing gaps before they become compliance problems.
Identify sensitive data automatically
PII/PHI Classification
AI-assisted detection flags sensitive fields as they appear. Names, addresses, SSNs, health records—identified and ready for governance before they reach consumers.
Spot dangerous combinations
Risk Escalation
Some data is dangerous in combination. Name + address. Email + SSN. Our model identifies risky field pairings and surfaces them for review—before exposure.
Coming soon
Auto-Remediation
Opt-in automatic protection. When new sensitive fields appear, DataHarbor applies redaction or tokenization immediately—keeping your Virtual APIs compliant by default.
Purpose-built views.
Cloud Service
Your cloud infrastructure spans regions, but your data policies shouldn't have to. A property analytics platform needed to serve European clients from US-hosted APIs—without violating GDPR residency requirements.
With DataHarbor, they created geo-fenced Virtual APIs that enforce regional access controls and combine multiple data sources into a single governed endpoint. No infrastructure changes. No duplicated data. Just one source of truth with purpose-built views for every region.
Business Partnership
A new partnership shouldn't mean months of security reviews and custom API work. An insurance company wanted to share claims data with a fraud detection partner—but couldn't expose policyholder PII.
DataHarbor let them publish a partner-specific Virtual API with tokenized identifiers and redacted sensitive fields. The partner gets the data they need, scoped exactly to the contract terms. Legal signs off in days, not quarters.
AI Agents
AI agents are hungry for data—but they shouldn't see everything. A fintech company wanted to connect customer support copilots to account data, without exposing SSNs or full account numbers.
Each Virtual API can expose an MCP endpoint with the same governance controls applied to human consumers. The AI inherits redaction rules, access scopes, and audit trails automatically. No separate security model for machines.
Data Lake
Your analytics team needs data shaped for insights, not raw production schemas. A real estate platform wanted to feed property valuations into their data lake—but the source API included owner contact details and internal pricing models.
DataHarbor transforms fields on the fly: combining address components, anonymizing owner data, and computing derived metrics. The data lake receives exactly what analysts need, governed at the boundary before it ever lands.
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.