Replica by Data Karma AI LLC

Replica is a secure, cloud-based test data generation service designed for Salesforce development teams. It creates fully synthetic, realistic, and relational CRM datasets for sandboxes, scratch orgs, demos, and QA environments—without accessing or storing customer production data.

Replica generates complete Salesforce object structures (such as Accounts, Contacts, Opportunities, Campaign Members, Tasks, and Events) using deterministic rules and optional AI enrichment. All records are produced from synthetic logic only; no customer-owned data, metadata, or PII is ever ingested, transmitted, or retained.

Replica connects to Salesforce via OAuth to write generated data directly into the customer’s sandbox or scratch org. Data is created in-memory and is not persisted on Replica’s servers. All connections use encrypted transport, and no long-term credentials are stored without user consent.

The service is operated by Data Karma AI LLC, which maintains strict data isolation, least-privilege access, and a security-first architecture. Replica provides development teams with fast, clean, privacy-safe test data—eliminating the need for production copies, manual CSV uploads, or custom scripts—while ensuring full compliance with Salesforce security expectations.