Build the Common Data Language with the Metrics Platform Start Now

logo
Login
FREE TRIAL

Solution

Metrics Store

What Is a Metrics Store？

A metrics store is, in the simplest words, a middle metric layer between upstream data warehouses/data sources and downstream business applications.

What Is a Metrics Store？

Compare BI reporting with Metrics Store​

Metrics Driven Architecture
Chart comparing Today's Architecture vs. Metrics-Driven Architecture

Compare BI reporting with Metrics Store

Unlike traditional BI reporting, metrics store decouples metrics definition from the BI reporting and visualizations. And the teams who own the metrics enjoy big benefits:

  • Defining their metrics once in the metrics store
  • Forming that single source of truth
  • Consistently reuse the metrics across BI, automation tools, business workflows, or even advanced analytics

Advantages of a Metrics Stores

Advantages of Metrics Stores

Metrics Consistency

Metrics and BI can be decoupled to create standalone metrics stores, the single source of truth.

Metrics Consistency

Metrics and BI can be decoupled to create standalone metrics stores, the single source of truth.

Metrics Reusability

Reuse flexibly across BI visualizations, SaaS integrations, and an API, opening up tons of new use cases that were not previously possible with BI reporting.

Metrics Reusability

Reuse flexibly across BI visualizations, SaaS integrations, and an API, opening up tons of new use cases that were not previously possible with BI reporting.

Metrics Access Democracy

An extremely intuitive user interface to allow non-technical business users to define and analyze.

Metrics Access Democracy

An extremely intuitive user interface to allow non-technical business users to define and analyze.

Metrics Scalability

A strong computation engine to back up metrics store to achieve the scalability of business metrics consuming.

Metrics Scalability

A strong computation engine to back up metrics store to achieve the scalability of business metrics consuming.

Case Study: Unified Metrics Stores

for Retail banking

Unified Metrics Store for Retail banking

A Top Commercial Bank in China has successfully rolled out a self-service metric platform — Pandora, to democratize data across the bank since December 2019.

The Challenge:

Frustrating and Inefficient Data Analytics

Chart illustrating a timeline beginning with Request for Metrics and ending with Go-live & UAT
  • It typically took 12 workdays to deliver a data product embedded with 50 metrics.
  • Data engineers have to communicate back and forth to align with various business units.
  • Inundated with tedious, one-off projects and repetitive work with poor metric reusabilities.

The Solution

The Solution

  • Unified metrics stores for all business units to perform metric management and exploration.
  • Advanced AI features enable metrics to "find" target consumers, e.g., metric recommendation, and proactively share actionable insights with them, e.g., marketing attribution analysis.
  • Adopted Kyligence to build scalable and intelligent metric computation engine.
Reduce 90% of ETL efforts. Reduce 5 days in delivery time

The Result

An Easy, Smooth, and Time-Saving Workflow

Chart illustrating modified timeline beginning with Request for Metrics and ending with Develop reports & UAT
  • Extremely intuitive user interface that allows business users to drag and drop ready-to-use metrics.
  • The end-to-end delivery time has been reduced to 5 workdays.
  • AI-Enriched Data Modeling reduced 90% of ETL efforts.

Learn More

Learn More

Download our well-researched deck to learn more about the history and how of metrics store.

Download our well-researched deck to learn more about the history and how of metrics store.

Download our well-researched deck to learn more about the history and how of metrics store.
DOWNLOAD OVERVIEW
Download our well-researched deck to learn more about the history and how of metrics store
DOWNLOAD OVERVIEW

Recommended Resources

Blog

Understanding the Metrics Store

Learn about metrics store and how it can help enterprises achieve metrics reusability, consistency, self-service definition, and scalability.

Overview

Metrics Store Overview

Learn the ins and outs of the metrics store and how it can help enterprises achieve metrics consistency, reusability, self-service definition, and scalability.

White Paper​

Kyligence and Apache Kylin Technical Overview

Learn the evolution of cloud analytics, and how you can achieve performance, efficiency, scalability, and security for your data engineering and analytics workloads on the cloud.​​

Start your data journey today

FREE TRIAL

About
Contact Us
About Kyligence
Customers
Careers
Subscribe
Products
Kyligence Zen
Kyligence Enterprise
Solutions
Metrics Store
OLAP on a Data Lake
SSAS Modernization
Resources
Documentation
White Papers
Videos
Blogs
Newsroom

Kyligence, Inc.

99 Almaden Boulevard Suite #663

San Jose, CA 95113

+1 (669) 256-3378

info@kyligence.io

Ⓒ 2023 Kyligence, Inc. All rights reserved. EULA

Terms & Conditions Privacy Policy