SiNGL
SiNGL is an AI-powered data deduplication and golden record generation solution that provides a single view of customer data without the complexity of full MDM systems.
https://singlview.ai/
Product Information
Updated:Aug 28, 2024
What is SiNGL
SiNGL is a simplified solution for achieving a single customer view through data deduplication and golden record generation. It offers an alternative to complex and expensive Master Data Management (MDM) systems, allowing organizations to consolidate and clean their customer data quickly and cost-effectively. SiNGL can be implemented in less than 90 days, making it an agile option for businesses looking to improve their data quality and customer insights.
Key Features of SiNGL
SiNGL is a simple, agile solution for data deduplication, matching and linking that extracts data from multiple source systems to deliver a Single View of critical master data assets like customers, vendors, products, etc. It uses AI and industry-specific algorithms to cleanse data, remove duplicates, and generate a 'Golden Record' that can be distributed back to source systems and downstream applications.
AI-Powered Deduplication: Uses advanced AI algorithms trained on enterprise data to accurately deduplicate records and identify matching entities.
Golden Record Generation: Creates a single 'Golden Record' for each unique entity by combining and reconciling data from multiple sources.
Multi-Source Data Integration: Extracts and combines data from various enterprise systems like ERP, CRM, etc. to create a unified view.
Rapid Implementation: Can be deployed in 3-4 months, providing a quick solution for master data management challenges.
Use Cases of SiNGL
Customer 360 View: Create a complete customer profile by consolidating data from multiple systems to enable better targeting and personalization.
Regulatory Compliance: Help meet KYC, AML and other regulatory requirements by providing an accurate, deduplicated view of customer data.
Merger & Acquisition Integration: Quickly integrate and deduplicate customer/vendor data when merging IT systems after an acquisition.
Marketing Campaign Optimization: Improve marketing ROI by eliminating duplicate communications and creating more targeted campaigns based on complete customer profiles.
Pros
Quick implementation compared to full MDM solutions
Cost-effective for organizations that don't need a full MDM platform
Flexible deployment options - cloud or on-premises
Cons
May lack some advanced features of enterprise MDM platforms
Requires existing source systems to extract data from
How to Use SiNGL
1. Data Collection: Gather your enterprise data from various sources that you want to deduplicate and create golden records for.
2. Model Training: Train the SiNGL AI model using your own enterprise data to recognize patterns specific to your organization.
3. Configure Deduplication Rules: Set thresholds and rules for determining when two records should be considered duplicates based on your business needs.
4. Run Deduplication Process: Execute the SiNGL deduplication algorithm on your dataset to identify and merge duplicate records.
5. Generate Golden Records: Use SiNGL to create a single, authoritative 'golden record' for each unique entity from the deduplicated data.
6. Review and Validate Results: Manually review a sample of the deduplicated and golden records to ensure accuracy.
7. API Integration: Integrate SiNGL's API into your existing systems to automate the ongoing deduplication and golden record generation process.
8. Ongoing Maintenance: Regularly retrain the model and adjust rules as needed to maintain data quality over time.
SiNGL FAQs
SiNGL is a software solution for data deduplication and golden record generation. It uses AI and advanced algorithms to deduplicate data and create accurate customer profiles.
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