Blog

ERP Implementation

1 article tagged with “ERP Implementation”

All Articles
AIAI AgentsAI CodingAI ReadinessAffordance EngineAgentic AICRM ImplementationCapability DiscoveryConnected DataData GovernanceData IntegrationData ManagementData MigrationData SilosERP ImplementationEnterprise AIEnterprise DataExecutiveFinite State MachinesGraphshareKnowledge GraphsLLMsProbabilistic SystemsRAGReference DataReference Data ManagementSoftware EngineeringVector DatabasesWorkflow Architecture
Why the Hardest Part of Every Implementation Is Never the Software
28 April 2026
5 min read
Why the Hardest Part of Every Implementation Is Never the Software

66% of technology projects end in partial or total failure — and after years of directing CRM and ERP implementations, the failure point is almost always the same. Not the build. Not the testing. The data mapping. Here's why reference data is the structural choke point of every enterprise migration, and what an actual fix looks like.

Data MigrationERP ImplementationCRM ImplementationReference Data ManagementEnterprise DataData Governance
Read more