Reference Architecture for an Evidence-Led Demand System

Enterprise demand operations span campaign planning, account and contact data, content, events, external delivery partners, analytics and CRM workflows. Each system contains different kinds of evidence. An enterprise cannot safely collapse those records into a single indicator of 'intent' or 'pipeline generated' without preserving source meaning and authorized decision rights. This whitepaper proposes an evidence-led reference architecture that connects the three Intent Amplify solution pillars to a seven-layer operational design. It is an enterprise planning model: it does not prescribe a vendor-specific software stack, claim integration with any particular CRM, or assert an independently certified control.

Fragmentation is often architectural rather than tactical. Campaign teams select contacts according to one segmentation model while regional operators use another; analytics retains a click but not the applicable consent; a spreadsheet labels a record accepted while the CRM shows it rejected or already owned; an executive report counts every output as pipeline. Those contradictions arise because scope, evidence and ownership have not been preserved across transformations. The proposed architecture addresses that issue by requiring a traceable decision reference for each transition, including explicit unknowns and exceptions.