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Mary Ivory

Contributing Writer

Mary Ivory

Mary Ivory contributes reporting and analysis on the technology, teams and operating models behind modern software delivery.

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Contributed ContentAPIapplication architecture

Latest from Mary

Contributed Content

Why Contact Enrichment Belongs in Your Application Architecture, Not Your Sales Workflow

Most B2B applications collect incomplete data by design. A lead form captures a name and company. A recruiting tool surfaces a LinkedIn profile. An event registration system logs an email address and job title. The record enters your system and sits there, half-formed, waiting for someone to manually fill in the gaps before it can [โ€ฆ]

Apr 24, 2026 ยท 3 min