Kyligence - AI-powered enterprise metrics platform for sub-second data analysis

What is Kyligence

If you've ever struggled with scattered data across multiple systems, inconsistent metric definitions across departments, or painfully slow queries when trying to get answers from your data, you're not alone. These challenges are exactly what Kyligence was built to solve.

Kyligence is an AI-powered enterprise metrics platform that helps organizations turn their data into actionable insights. Built on Apache Kylin (an Apache top-level project since 2015), Kyligence delivers sub-second query performance on petabyte-scale data while making analytics accessible through natural language.

The platform combines a unified semantic layer with AI-driven capabilities. Your team defines metrics once in a central catalog, and those definitions become the single source of truth across the entire organization. No more debating whether "revenue" means gross revenue or net revenue—everyone works from the same playbook.

What truly sets Kyligence apart is its AI Copilot, powered by Azure OpenAI. Instead of writing complex SQL queries or navigating through dozens of dashboards, business users can simply ask questions in plain English—"Why did sales drop last week?" or "What's our customer retention trend this quarter?"—and get instant, intelligent responses.

Trusted by global industry leaders including UBS, China Construction Bank,招商银行, Ping An Insurance, and Porsche China, Kyligence has earned recognition as a Representative Vendor in Gartner's Innovation Insight report for Metric Stores. Whether you're in finance, manufacturing, retail, or any data-driven industry, Kyligence helps you move from data overload to data-driven decisions.

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Core Capabilities That Drive Real Business Value

Kyligence offers a comprehensive suite of features designed to address the full spectrum of analytics challenges. Here's how each capability translates into tangible benefits for your organization.

Kyligence Zen: Low-Code Metrics Platform

You can use Kyligence Zen to democratize analytics across your organization without requiring technical expertise. This low-code platform enables business users to define, manage, and analyze metrics without relying on data teams for every request. The AI Copilot embedded within Zen analyzes critical metrics in just 10 seconds and identifies the root causes of data changes within 20 seconds—so your team spends less time waiting and more time acting on insights.

Kyligence Copilot: Your AI Data Assistant

You can use Kyligence Copilot to get answers through natural conversation. Powered by Azure OpenAI, Copilot understands context and nuance in your questions, delivering sub-second responses whether you're asking about sales performance, customer behavior, or operational efficiency. It handles everything from basic metric queries to sophisticated anomaly detection and root cause analysis.

Kyligence Enterprise: Enterprise-Grade OLAP Platform

You can use Kyligence Enterprise when your analytics demands scale to petabyte levels. Built on a foundation of pre-computation, columnar storage, and distributed architecture, it delivers the performance enterprise workloads require. Whether you're running complex multi-dimensional analyses or supporting thousands of concurrent users, Kyligence Enterprise handles the load.

Metrics Catalog: One Source of Truth

You can use the Metrics Catalog to establish a single, trusted definition for every business metric. This unified repository eliminates the confusion and errors that arise when different teams use different calculations for the same metric. The semantic layer supports derived and compound metrics, so complex business logic is defined once and reused everywhere.

Root Cause Analysis: Find Problems Fast

You can use Root Cause Analysis to move beyond knowing that something went wrong to understanding why. Intelligent attribution analysis combined with automatic anomaly detection helps you identify the specific factors driving metric fluctuations—whether it's a particular region, product line, or customer segment.

Excel Integration: Familiar Tools, Powerful Analysis

You can use the built-in Excel connector to leverage tools your team already knows. Whether you prefer Microsoft Excel or WPS, you can connect directly to Kyligence and perform pivot analysis without learning new software—perfect for business users who need ad-hoc analysis capabilities.

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Who Uses Kyligence

Kyligence serves organizations across industries that share one common trait: they need to extract value from large volumes of data quickly and reliably. Here's how different types of teams benefit from the platform.

Financial Services

If you work in banking, insurance, or investment management, you understand the critical need for accurate, real-time analytics across risk management, compliance reporting, and customer insights. Kyligence powers analytics for UBS, China Construction Bank, 招商银行, Ping An Insurance, and MetLife—organizations that demand the highest levels of performance and security. The platform's ability to handle complex calculations while maintaining sub-second response times makes it ideal for regulatory reporting and real-time risk assessment.

Manufacturing

If you're managing manufacturing operations at scale, you face unique challenges around IoT data, supply chain optimization, and predictive maintenance. FAW Group (China's leading automotive manufacturer) uses Kyligence to handle hundreds of billions of records of vehicle telemetry data. The platform's pre-computation capabilities combined with time-series aggregation algorithms solve the complex queries required for connected vehicle analytics.

Retail and E-Commerce

If you operate in retail—whether brick-and-mortar or digital—you need to understand customer behavior, optimize inventory, and personalize marketing at scale. Starbucks, Skechers, and Costa rely on Kyligence for customer behavior insights, inventory optimization, and precise marketing attribution. The platform handles the complexity of multi-channel data sources while delivering the performance needed for real-time decision-making.

Food and Beverage

If you manage restaurant or food service operations, you face the challenge of optimizing across numerous locations while controlling costs. Kyligence helps consolidate POS, inventory, and marketing data to drive operational insights. The AI capabilities reduce the time from data creation to actionable insight, helping teams respond quickly to changing demand patterns.

Digital Marketing

If you're responsible for digital marketing performance, you need to understand how campaigns translate to results across multiple channels and platforms. Kyligence integrates with Google Analytics, Search Console, and other marketing data sources to provide real-time visibility into website performance and campaign effectiveness.

Public Transportation

If you manage fleet operations—whether for delivery, transit, or logistics—Kyligence helps optimize route planning and vehicle maintenance through terrain and traffic analysis. The platform's ability to process large volumes of location and sensor data enables data-driven decisions that reduce costs and improve service reliability.

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Technical Architecture and Security

Understanding the technology behind Kyligence helps you evaluate how it fits into your infrastructure and meets your enterprise requirements.

Foundation: Apache Kylin

Kyligence is built on Apache Kylin, an open-source distributed analytics engine that became an Apache top-level project in 2015. This foundation provides battle-tested OLAP capabilities proven at scale by thousands of organizations worldwide. The open-source heritage means you're not locked into a proprietary technology—the same core engine that powers Kyligence is available for organizations that want to build their own solutions.

AI-Augmented OLAP Engine

The platform's AI-Augmented OLAP engine delivers sub-second query response on petabyte-scale data using standard SQL. This performance comes from intelligent pre-computation, efficient columnar storage, and a distributed architecture that scales horizontally. Your existing SQL skills and tools work directly with Kyligence—no special syntax or proprietary languages required.

Cloud-Native Flexibility

Kyligence supports AWS, Azure, and Google Cloud, giving you the flexibility to deploy where your data lives. Whether you prefer the managed convenience of SaaS or need the control of private cloud deployment, Kyligence adapts to your infrastructure strategy.

Enterprise-Grade Security

Security is foundational to Kyligence's architecture. The platform has earned SOC 2 Type I (August 2021) and SOC 2 Type II (August 2022) certifications, along with ISO 27001 and ISO 9001 certifications. Kyligence Copilot uses Azure OpenAI, which provides enterprise-grade security and privacy protections. Your data remains under your control—whether deployed in your cloud environment or on-premises.

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Ecosystem and Integration

Kyligence doesn't exist in isolation—it integrates with the tools and platforms your team already uses, extending your existing investments rather than replacing them.

BI Tool Integration

You can connect Kyligence with the BI platforms your team knows best. The platform integrates natively with Tableau, Power BI, MicroStrategy, and Cognos, enabling visual analytics and dashboard creation through familiar interfaces. This means your analysts can continue working in their preferred tools while benefiting from Kyligence's performance and semantic layer.

Cloud Platforms

Kyligence maintains official partnerships with Microsoft, AWS, and Huawei, ensuring optimized performance and seamless deployment across major cloud providers. Whether you're already invested in Azure, building on AWS, or exploring Google Cloud, Kyligence integrates with your existing cloud strategy.

Open API and Embedding

You can extend Kyligence's capabilities through its RESTful API, embedding analytics into custom applications, portals, or workflows. This flexibility enables organizations to build differentiated experiences while maintaining a single source of truth for metrics.

Developer Resources

Kyligence provides comprehensive documentation, API references, and industry-specific metric templates (including templates for e-commerce, retail, and financial services). The metrics template library at zen.kyligence.io/templates gives you a head start on common analytical scenarios.

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Frequently Asked Questions