MatchCore™
Advanced Matching & Deduplication Engine
MatchCore™ by TekGenio is an AI-powered engine designed to help enterprises eliminate duplicate records, reconcile fragmented data, and create a single, trusted view of critical entities across systems. Whether you’re managing customers, suppliers, or products, MatchCore™ enables precise, scalable, and governed entity resolution, essential for master data management (MDM), marketing operations, and compliance.
Why Your Enterprise Need MatchCore
Inconsistent, duplicate, or mismatched records are a silent killer of business efficiency — skewing reports, breaking workflows, and costing revenue. MatchCore™ solves this by combining fuzzy logic, rule-based algorithms, and human oversight, ensuring you achieve data clarity and operational precision at scale.
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Core Capabilities of MatchCore™
Hybrid Matching Logic
- Combine rule-based, deterministic logic with probabilistic fuzzy scoring
- Customize matching algorithms to suit your domain-specific entity rules
Multi-Domain Matching Support
- Reconcile records across customers, vendors, products, SKUs, employees, & more
- Ideal for organizations with complex master data environments
AI-Powered Fuzzy Matching
- Automatically detect near-duplicates with typo-tolerant, phonetic, and context-aware matching
- Fine-tune similarity thresholds for domain-specific confidence
Human-in-the-Loop Review Workflows
- Route low-confidence matches to stewards for approval or override
- Track decisions and outcomes for auditability and training data improvement
How It Can Impact Your Business
Achieve a Single Version of the Truth
Unify scattered entity records across departments, systems, and silos.
Reduce Data Conflicts & Manual Cleanup
Save thousands of hours in manual de-duping and reduce costly reconciliation errors.
Drive Smarter Campaigns & Supply Chain Insights
Power more accurate analytics, personalized outreach, and inventory management.
Who is This Ideal For?
Enterprises implementing Master Data Management (MDM) or data hubs
Marketing operations needing clean customer segments for campaigns
Supply chain or procurement systems prone to duplicate vendor or product records
Regulatory environments where entity traceability and clarity are non-negotiable
Ready to Transform Your Enterprise with Smarter Systems?
Whether you're optimizing operations with Odoo ERP, handling legacy SAP environments, or exploring new AI-enabled solutions — TekGenio is here to guide your digital journey from start to success.
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