Can this run alongside AI tools we already have?

Organizations rarely start from zero. There is usually a copilot deployment, a departmental chatbot, or an application with an embedded assistant, and replacing all of it is neither practical nor necessary.

Because Centralpoint governs the retrieval surface and holds the skills and prompts, existing tools can consume the governed corpus rather than indexing content independently. The alternative — several tools each indexing the same estate under their own rules — is how entitlement diverges quietly across an organization.