Mahcom SmartDedupe

Duplicate data,
gone.

SmartDedupe is a Salesforce-native application that uses machine learning to find, review, and merge duplicate records across Leads, Contacts, and Accounts — without complex filter setups or spreadsheets. Hundreds of thousands of records, processed in an afternoon.

AI-native matching GMP-aware Configurable Merge Rules Up to 1M records
SmartDedupe dashboard showing real-time deduplication metrics

227,245 records synced · 153,141 duplicates found · 96.7% match precision

Capabilities

Built for the way
admins actually work.

AI-powered matching

Self-learning models handle fuzzy matching, typos, formatting drift, and field inconsistency — no regex rulesets to maintain.

Minutes, not months

Process hundreds of thousands of Leads, Contacts, and Accounts in a single session. No overnight batch windows.

Configurable Merge Rules

Simple or comprehensive — auto-select master records, merge child fields, set defaults on missing data. Tunable, not a black box.

Salesforce

Lives in Salesforce

Installed directly from the AppExchange. No external tools, no data exports, no third-party stack to secure.

The 5-step deduplication lifecycle: Filter Data (scope the scan) → AI Processing (detect clusters) → Review Groups (human validation) → Merge Records (create golden masters) → Finalize Results (store signatures & loop). A continuous loop; the model learns with every pass.
01

Filter Data

Define which Leads, Contacts, or Accounts to scan — filter by owner, date, region, or any standard criteria.

02

AI Processing

Self-learning models cluster likely duplicates across fuzzy matches, typos, and format drift.

03

Review Groups

Each cluster is ranked by confidence score. Approve, dismiss, or edit in one click.

04

Merge Records

Merge Rules decide the golden master and inherit fields — no manual field-by-field triage.

05

Finalize Results

Signatures stored for audit. Model learns from each session. Loop back for continuous cleanup.

One-time setup

Easy guided
setup.

A three-step install wizard handles everything you configure once — remote sites, credentials, object mapping, and the initial sync to SmartDedupe's AI engine.

Walked through in under ten minutes. After that, the 5-step lifecycle runs on demand whenever you need a clean pass.

SmartDedupe setup wizard: Remote Sites, Credentials, Mapping & Sync

Step 3

Review Groups.

872 duplicate clusters identified, ranked by confidence score, ready for one-click review.

SmartDedupe Review Groups screen

Configuration

Merge Rules.

Configurable logic for master selection and field inheritance — rule once, apply everywhere.

SmartDedupe Merge Rules screen

Ready to clean up?
Start a trial.

Three tiers, annual pricing, clear record limits. Pick the plan that matches your data volume.