Paragon

Residency and hosting used to come up at procurement. Now it is the first call. Run Paragon in your own VPC, or self-hosted in your environment.

Your engineers build the connector. What they cannot get rid of is what comes after: expiring tokens, changing APIs, the next request already queued.

Your AI team stood up the MCP servers. Auth, credential rotation, tenant context and failure handling still sit with your engineers.

Access changes in the source. Your index does not know yet. Paragon captures the access model so your app can check entitlement before it answers.

Two engineers. Six months. Then maintenance forever. That is the real cost of building RAG ingestion in-house, and you still own it after launch. Managed Sync gives you normalized, deduped, permission-aware data flowing into your vector DB in days, maintained by our team. Harvey and Zendesk run on it. Free your engineers to build the product.

Your coding assistant can write a working connector in an afternoon. That was never the expensive part. What comes after has no end date. Auth that expires per customer. Rate limits that differ per tenant. Retries that have to be safe to replay. Schema drift the first time a provider renames a field. And someone on call for all of it a year from now. Paragon owns that surface across hundreds of integrations, so your engineers stay on the product your customers actually pay for.