Enterprise Business Software and the Mixed-Up Chameleon Problem
May 29, 2026Palantir

Summary
This post introduces the concept of an 'ontology-driven enterprise adaptability' layer that sits above traditional ERP systems. It details how a shared ontology can act as a Rosetta Stone for enterprise systems, enabling interoperability between legacy and modern systems. The post describes an adaptability and extension layer powered by the ontology, where business logic, workflows, and user experiences can be built, including the use of agentic AI for tasks like data migration, reconciliation, and validation. This approach aims to allow organizations to evolve their unique processes while keeping the ERP core stable and standardized, and it redefines data migration as an ontology-driven, iterative capability rather than a one-time trauma.