We Fix The Dirty CRM Databases Other IT Companies Refuse To Touch
Messy customer records, duplicate leads, and disorganized CRM schemas destroy sales velocity and cost thousands in wasted software seats. We engineer custom algorithmic cleansing pipelines to restore total database integrity.
Engineered For Complex Enterprise Datasets
Off-the-shelf CRM deduplication tools fail when records have subtle spelling variations or partial information. Our custom data engineering scripts guarantee zero data loss and surgical precision.
Algorithmic Fuzzy Deduplication
We don't rely on simple exact email matches. Our custom Python and Go matching engines detect phonetic similarities, shared company domains, and transposed contact details without losing historical communication timelines.
- Jaro-Winkler & Levenshtein distance algorithms
- Preserves activity logs & deals
- Custom master-record precedence rules
- Safe dry-run preview reports
Cross-Field Normalization & Standardization
Transforms fragmented customer records into ISO/E.164 compliant standards. We harmonize international phone numbers, parse inconsistent job titles, standardize UK postal codes, and format addresses.
- Global E.164 phone normalization
- UK Postcode & Address parsing
- Job title categorization matrix
- ISO country code standard
Automated AI & Registry Enrichment
Direct integration with UK Companies House and international business databases to verify active company status, registration numbers, industry SIC codes, and employee counts automatically.
- UK Companies House API enrichment
- Domain & MX record validation
- AI-assisted industry categorization
- Executive email pattern inference
Zero-Downtime Migration & Schema Refactoring
Migrating from legacy systems or reorganizing messy custom properties? We engineer automated ETL pipelines that execute clean migrations with zero interruption to active sales reps.
- HubSpot to Salesforce / Salesforce to HubSpot
- Custom property consolidation
- Rollback guarantees & sandbox verification
- ICO-compliant data audit logs
Why In-House Teams & Regular Agencies Fail At Data Hygiene
Duplicate Contacts & Accounts
Dirty Phone Numbers & Formats
Corrupted Historical Timelines
Enterprise CRM Data Cleansing & Migration
Algorithmic deduplication, schema normalization, multi-source record merging, and zero-loss database sanitization for HubSpot, Salesforce, and Postgres.
Ready to clean and optimize your customer database?
Book a confidential data architecture review with our UK senior data engineers.