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Improve data quality with the Semarchy Data Platform

The Semarchy Data Platform (SDP) ensures your data quality policies are automatically enforced and easily resolved to power rapid and effortless decision-making and AI at scale.

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Data quality is a major headache for modern enterprises

Semarchy addresses these pain points by embedding quality, integrity, and governance into every stage of your data lifecycle. Source: IDC ‘The Business Value of Semarchy’

98%

of businesses have encountered issues with AI data quality

27%

of businesses have dedicated data quality monitoring solutions in place

26%

of businesses lack confidence in the overall quality of their data

Discover our full report

Automate visibility, erase complexity, and make your data golden in one platform

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Smart matching & golden records

Semarchy automatically identifies and merges duplicates across structured and unstructured sources. Survivorship processes produce trusted golden records, serving as the foundation for business insights and AI models.

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Profiling and monitoring

Quickly understand key data quality statistics from over 50+ sources. Real-time data quality monitoring with automated metrics, badging and dashboards provide instant visibility to detect issues and track improvements over time.

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Enforce and fix data quality

Combine automated, AI-assisted and human-reviewed data quality steps inside your data governance workflows with dynamic task routing so relevant teams can be notified and resolve issues immediately.

Understand your data instantly and deliver trusted outcomes with Semarchy

Profiling & Assessments – Update

Data Profiling & Assessment: Learn about our data quality capabilities

Semarchy automatically profiles your data, revealing patterns, gaps, duplicates, and anomalies. With clear quality statistics, you can address issues before they impact downstream systems.

Automated data profiling

Get schema details, statistics and more. Easily add documentation, tags, terms and owners to make your profiled assets more useful for anyone searching in the data catalog.

Data quality monitoring

Measure and monitor data quality over time with custom badges that automatically computes metrics or manually assigned to quickly understand an asset’s health + status.

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Data Validation & Standardization: Enforce quality at scale

Deploy prebuilt or custom rules to validate formats, enforce business logic, and standardize entries. Ensure clean, compliant data flows through every domain and system.

Rule-based data validation

Create data quality rules that can be automatically enforced at any business process step, even at the source. Easily prevent larger downstream issues with pre-defined values, input validation, automated standardization and more.

Reference data mapping

Match against trusted reference sets for consistency across systems. Leverage industry standard codes like ISO or create custom internal references that can be mapped dynamically, even with complex hierarchies.

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Data Cleansing & Enrichment: Improve your data automatically

Semarchy keeps your data business-ready by automatically cleansing and enriching it. Automated workflows resolve duplicates, inconsistencies, and missing values so your teams can trust the data they use every day.

Smart data matching & survivorship

Automatically merge duplicates with flexible survivorship rules while allowing data stewards to manually review and approve. The updated rules will intelligently apply to all future scenarios without requiring additional development effort.

Data enrichment

Elevate the quality of your data with 150+ built-in plugins, third-party integration and AI-powered enrichers to validate, standardize and augment your datasets.

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Data Monitoring & Alerts: Keep quality resilient at scale

Built-in dashboards and observability tools proactively monitor your data against KPIs and thresholds. Automatic alerts highlight issues before they cascade across the business.

Custom dashboards

Understand your organization’s data health at a glance. Semarchy’s built-in dashboard tools allow you to proactively measure data quality and operational analytics – right inside the platform or directly in your BI/reporting tool.

Continuous monitoring

Track key metrics and receive automated alerts on anomalies. Automatically assign data quality tasks through email or create custom notifications to Slack/Teams with our APIs.

See why our customers trust Semarchy’s platform and approach

Enterprises across industries depend on our data quality tools to fuel accuracy and compliance at scale.

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Success Stories

“By consolidating and deduplicating learner 150+ million records, NSC improved data accuracy and reduced operational redundancies, leading to faster processing times and reduced data management costs."

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Success Stories

“The platform’s automatic rejection of low-quality data helped reduce errors and improve overall data integrity, streamlining operations and decision-making.”

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Success Stories

“The implementation supported Chantelle’s omnichannel retail strategy with improved data-driven decision-making while enabling future innovations, including machine learning initiatives and enhanced visualization through Tableau integration.”

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Improve data quality across every process with the Semarchy Data Platform

Neglecting data quality jeopardizes AI readiness, efficiency, compliance, and strategy. Semarchy delivers a clean, reliable foundation that drives performance and innovation across the enterprise.

Request a demo of the Semarchy Data Platform today to see how our comprehensive data quality capabilities enables better decisions and AI outputs.

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