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Community Blog The Data Engine Behind Hypergrowth: A Quick BI Case Study

The Data Engine Behind Hypergrowth: A Quick BI Case Study

This article explores how Quick BI transformed data chaos into insights, slashing decision delays and fueling IPO.

Client Overview

Firm Z is a premium intelligent electric vehicle brand officially listed on the New York Stock Exchange (NYSE). From its founding to its IPO, Firm Z took only less than four years, setting the record for the fastest public listing in the history of new energy vehicle automakers.

"With Lingyang's mature big data solutions, Quick BI enables us to rapidly achieve comprehensive data collection, storage, computation, and processing for us, ultimately delivering insights to users. This has been tremendously helpful for us."
------ Director of Big Data Department, Firm Z

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Problem Statement

Firm Z's rapid expansion exposed data fragmentation across its supply chain, manufacturing, and DTC sales, causing decision delays and inefficiencies. Legacy systems failed to provide real-time insights, risking production bottlenecks and missed delivery targets. The company required a scalable BI solution to integrate siloed data, automate OTD (Order-to-Delivery) tracking, and align cross-functional teams—critical to maintaining its industry-leading innovation speed and IPO success.


Solution Implemented

Firm Z partnered with Quick BI to implement its "Z BI" data platform, creating a unified system for enterprise-wide analytics. The solution established real-time dashboards for comprehensive OTD (Order-to-Delivery) monitoring, giving leadership instant visibility into sales, production and logistics performance. It broke down departmental silos by creating seamless data flows between R&D, manufacturing, and sales operations while introducing automated KPI tracking across all business functions.

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The platform evolved from initial marketing analytics to encompass full business intelligence capabilities, including financial, HR and R&D metrics. This rapid digital transformation enabled Firm Z to replace manual processes with data-driven decision making in record time, perfectly supporting the company's aggressive growth trajectory.


Outcomes Achieved

The Quick BI implementation delivered exceptional business results for Firm Z, driving over 60% executive adoption of the Jishu BI platform while dramatically reducing decision latency. The company achieved industry-leading product launch speeds, delivering 10,000 car units in just 110 days.

Operational efficiency improved significantly through complete production-sales integration and reliable on-time delivery performance. This comprehensive digital transformation across supply chain, finance, and R&D operations became a key enabler of Firm Z's record-breaking journey to IPO, cementing its reputation as an innovative EV market leader.

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