AI-Powered Data Quality · Pharma & Communications Consulting
Clean Salesforce data. In minutes.
Our flagship product
Mahcom builds SmartDedupe — the AI deduplication engine for Salesforce Leads, Contacts, and Accounts, available on the Salesforce AppExchange — and provides strategic consulting in pharmaceutical operations and mass notification systems. Backed by 22 years of regulated-industry experience.
227,245 records synced · 153,141 duplicates found · 96.7% match precision
What we do
Software & strategy.
One company. Three disciplines. Every engagement grounded in regulated-industry rigor.
Product
SmartDedupe
AI-powered deduplication for Salesforce Leads, Contacts, and Accounts — no filters, no spreadsheets, no human effort repeated twice.
See the productConsulting
Pharmaceutical
22 years of pharma operations — quality systems, technology transfers, and regulatory submissions in the highest-stakes environments.
See pharma consultingConsulting
Mass Notification
Critical-event communication systems that cut through noise, built on hardened infrastructure and proven response strategies.
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Clean data. Clear communication.
Whether you're wrestling with duplicate CRM data, navigating a regulatory submission, or designing a critical-event response — we'd like to hear about it.