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Frequently Asked Questions

Got Questions?

Everything You Need to Know

Explore answers to common questions about WOVEN DATA architecture, onboarding, and security compliance.

How does WOVEN DATA handle schema changes in raw data streams?

WOVEN DATA pipelines employ self-healing inference algorithms that continuously inspect payload keys. When a new column or format shift is detected, the pipeline dynamically creates non-breaking feature adaptations without halting model execution.

Can WOVEN DATA deploy within our private VPC or on-premise hardware?

Yes. We offer fully air-gapped Helm charts and Terraform templates for AWS GovCloud, GCP, Azure, and bare-metal Kubernetes environments.

What regulatory security standards does WOVEN DATA comply with?

Our platform is SOC2 Type II certified, HIPAA compliant, and fully adheres to EU GDPR data protection regulations.

How long does a typical enterprise deployment take?

Standard deployments take 2 to 4 weeks, including initial schema mapping, model feature store creation, and load testing.