Product
Approve-before-post: Governed AI in CERP
How CERP uses LLM assistance without letting automation post invoices, inventory moves, or pipeline changes without a human confirm step.
Mar 5, 2026 · 5 min read · PraRak Product Team
Chat is not a free pass
Natural language makes ERP approachable, but regulated and finance teams need audit trails. CERP surfaces drafts in-thread and waits for approval before committing to PostgreSQL-backed records.
Role-aware answers
The assistant respects workspace roles — a rep sees pipeline context; ops sees stock; admins see integration settings. Same product, scoped responses.