The Integrator

CLV in mechanical engineering: 15 to 50 years of machine life, four value sources (new machines, aftermarket, upgrades, service), predictive instead of historical. Installed base as foundation.

Natural-language access to consolidated customer data: AI agents with MCP as governance layer for DACH machinery sales. Prerequisite: cleaned data foundation.

Lead-to-cash in mechanical engineering passes through 5-8 systems. Process-capable integration is a fundamental requirement for data-consistent handoffs from CRM to invoice.

Churn in mechanical engineering is a behavioral pattern, not an event. Customer health scores recognize signals before customers switch to competitors.

McKinsey quantifies the Gap to Entitlement, BCG documents 20 percentage points of aftermarket uplift: Cross-selling on the installed base transforms from chance to system.

CPQ systems in machinery manufacturing often fail at three integrations: lead handover from CRM, quote feedback to CRM, final configuration to ERP.

GDPR regulates data, UCA regulates advertising. Cold email outreach is problematic even in B2B mechanical engineering. Consent management across all systems is the hygiene factor.

67% of OEMs have installed base data distributed across 3-4 systems. Aftermarket EBIT: 25%, new business: 10%. Digital machine record as margin lever.

SAP in ERP, fragmentation in CRM: Without mastership rules per field, master data in mechanical engineering persistently diverges. How to succeed with bidirectional synchronization.

Corporate customers exist 5 to 20 times in CRM and ERP. How machinery manufacturers consolidate customer accounts with cluster logic and DUNS codes.

B2B customer portals usually fail not because of UX, but because of fragmented data sources. The KAMPF case shows: Without consolidated data foundation, the portal remains empty.

Sales and service live in separate systems. Escalations remain invisible. Bidirectional data integration turns service events into sales signals.