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Enabling Metrics-Driven Analytics and Management
There are so many data platforms that have been built in recent decades, and
tons of metrics have been collected. But without alignment between management
goals and key metrics, more data actually brings more chaos and debt. Kyligence
Zen provides the following core features to address the management, data trust,
data usability, and cost challenges that enterprises are facing.
Metrics Automation
Statistics and Root Cause Analysis
The fast-changing business environment requires the data platform to be
extremely agile. With Kyligence's patented AI-Augmented engine, Kyligence Zen
can automatically extract data marts and related dimensional information from
the SQL history and usage logs of source databases, data warehouses, data lakes,
etc., quickly generate and continuously maintain metrics catalogs. The Metrics
Automation capability analyzes the query histories of users and provides metrics
recommendations for business users such as the hottest metrics, the most
important metrics etc.

Metrics Catalog
Consistency and Trust
A unified metrics system is the core of efficient enterprise management and
communication. Through the Metrics Catalog capability, organizations can easily
define and manage metrics, ensure consistent metrics definition, and further
enhance data credibility. In the meantime, Kyligence Zen provides metrics import
capability, enterprises can easily import and generate metrics definitions from
existing BI systems, data warehouse systems, etc.

Goals
Collaborative and Aligned
Any metric is a numerical expression of a management or business target.
Kyligence Zen provides objective management and metric alignment capabilities to
enable organizations to decompose management goals into relevant targets from
the perspective of managers, set reasonable results or progress metrics, and
continuously track metrics, further driving the organization's digital
transformation.

Metrics API
Open Ecosystem
Open APIs are an important foundation for assembled and collaborative analysis.
Kyligence Zen provides an open API to easily connect with various management,
collaboration, BI and visualization tools. Empower enterprises to automate
various management and analysis workflows. The open API also enables third
parties to easily integrate with Kyligence Zen and build various applications
and tools, greatly unleashing the potential of a unified metrics platform.

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