List of YData Fabric Customers
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Since 2010, our global team of researchers has been studying YData Fabric customers around the world, aggregating massive amounts of data points that form the basis of our forecast assumptions and perhaps the rise and fall of certain vendors and their products on a quarterly basis.
Each quarter our research team identifies companies that have purchased YData Fabric for ML and Data Science Platforms from public (Press Releases, Customer References, Testimonials, Case Studies and Success Stories) and proprietary sources, including the customer size, industry, location, implementation status, partner involvement, LOB Key Stakeholders and related IT decision-makers contact details.
Companies using YData Fabric for ML and Data Science Platforms include: Telefonica, a Spain based Communications organisation with 100870 employees and revenues of $42.96 billion, EDP Group, a Portugal based Utilities organisation with 12439 employees and revenues of $17.60 billion, Revolut Ltd, a United Kingdom based Banking and Financial Services organisation with 6000 employees and revenues of $1.07 billion and many others.
Contact us if you need a completed and verified list of companies using YData Fabric, including the breakdown by industry (21 Verticals), Geography (Region, Country, State, City), Company Size (Revenue, Employees, Asset) and related IT Decision Makers, Key Stakeholders, business and technology executives responsible for the software purchases.
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| Logo | Customer | Industry | Empl. | Revenue | Country | Vendor | Application | Category | When | SI | Insight |
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EDP Group | Utilities | 12439 | $17.6B | Portugal | YData Labs | YData Fabric | ML and Data Science Platforms | 2022 | n/a |
In 2022, EDP Group implemented YData Fabric. YData Fabric, classified under ML and Data Science Platforms, was deployed to improve data quality and generate synthetic data for predictive maintenance across EDP's smart-meter network in Portugal.
The deployment concentrated on operations and maintenance data profiling and synthetic augmentation to address underrepresented failure labels in telemetry and event logs. Core functional capabilities implemented included automated data profiling, synthetic data generation and augmentation pipelines, and data quality validation gates to improve training datasets for predictive maintenance models.
The implementation ingested operations and smart-meter telemetry datasets and operated alongside EDP's operational analytics pipelines, with a focus on the Portugal smart-meter fleet. Operational coverage targeted operations and maintenance business functions, enabling enriched training data for anomaly detection and retraining workflows used by maintenance teams.
The engagement moved to production in 2023, with governance centered on data quality checks and validation of synthetic samples prior to model training. EDP used YData Fabric's synthetic augmentation to reduce false positives in predictive maintenance detections and to lower operational costs as reported in the engagement notes.
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Revolut Ltd | Banking and Financial Services | 6000 | $1.1B | United Kingdom | YData Labs | YData Fabric | ML and Data Science Platforms | 2023 | n/a |
In 2023, Revolut Ltd adopted YData Fabric within the ML and Data Science Platforms category to accelerate people analytics data-quality workflows. The engagement centered on applying YData Fabric profiling to HR datasets to make dataset health visible and actionable for people analytics teams.
Revolut implemented the ydata-profiling module to automate profiling of employee data, surfacing distribution changes, missingness patterns, and anomalous records that required follow up. The company has also explored ydata-synthetic to create PII-safe replicas of sensitive databases for analytics and model training, with exploration scoped to synthetic data generation for safe analysis rather than full production rollout at the time of the testimonial.
Operationally, YData Fabric was embedded into people analytics workflows and used by HR analytics teams to speed data-quality checks, a benefit credited in the public engagement. Governance emphasis focused on controlling sensitive data exposure through synthetic data strategies and profiling-led QA, with rollout activity concentrated on validating profiling outputs before broader synthetic data adoption.
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Telefonica | Communications | 100870 | $43.0B | Spain | YData Labs | YData Fabric | ML and Data Science Platforms | 2022 | n/a |
In 2022, Telefonica deployed YData Fabric to support data science and analytics within its ML and Data Science Platforms landscape. The public reference situates use in Spain and characterizes YData Fabric as a tool that helps data scientists better understand key features of their datasets, with implementation emphasis on dataset profiling to surface data issues for machine learning projects.
The YData Fabric implementation concentrated on profiling and dataset understanding capabilities, configured to generate automated profiles and feature diagnostics for exploratory model work. Public testimonial and usage patterns indicate use of ydata-profiling components to produce profile reports and highlight missing values, distributions, and anomalous feature behavior, supporting feature analysis and data validation workflows.
Operationally, Telefonica integrated YData Fabric outputs into data science and analytics workflows so that surfaced data issues feed into model development and data cleaning processes. The rollout aligned profiling outputs with issue triage and data quality review processes, enabling teams to prioritize remediation for ML projects and to maintain a consistent dataset inspection practice across analytics initiatives in Spain.
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