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Title
Designing a data-literate enterprise at scale
…Demo Login Contact Us Try Databricks Customer Stories / Miridih CUSTOMER STORY Designing a data-literate enterprise at scale Miridih accelerates the transformation of large volumes of customer data with D…
Description
Miridih re-architected its data platform on Databricks, migrating to a serverless environment on AWS with Lakeflow Jobs, Unity Catalog and a medallion architecture, and introduced AI/BI Genie so nontechnical employees can query data and gain insights independently, reducing data processing time by more than 75%.
…cross the corporation By leveraging Databricks to optimize their data pipeline, Miridih reduced the time required to collect and convert customer behavior data from over four hours to under one hour — a performance improvement of more than 75%. As a result, teams can now make data-informed decisions earlier in the day, shi…
Company
Miridih, which provides an integrated design ecosystem that makes it easy for anyone to design and create
…duction in data processing time 400M+ Daily transactions collected and analyzed Miridih provides an integrated design ecosystem that makes it easy for anyone to design and create. Their flagship service, MiriCanvas, enables nonprofessional users to create des…
Industry
Retail
…iven innovation and scale their impact in the AI space. Share this post Details Industry : Retail and Consumer Goods Use Case : Data Science , Data Warehousing Cloud : AWS Product : Databricks SQL…
Problem
As usage of Miridih's MiriCanvas design service grew rapidly, its legacy architecture relied on disjointed data pipelines and an inefficient computing environment, lacked a robust governance framework, made schema changes difficult, and left key departments unable to make timely, data-driven decisions with organization-wide self-service analytics out of reach.
…near real time and turn customer feedback into actionable product improvements. However, Miridih’s legacy architecture relied on disjointed data pipelines and an inefficient computing environment, making data operations slow and complex. The fragmented, purpose-specific tools obscured data flow visibility, made main…
…ult and created a steep learning curve for new analysts and nontechnical users. They also lacked a robust governance framework for ensuring data quality and secure access. The rigid table structure made schema changes difficult and inflexible, often l…
Solution
Miridih fully re-architected its data platform with Databricks, migrating to a serverless environment on AWS integrated with AWS Glue, implementing Lakeflow Jobs for faster data pipelines, using Unity Catalog with column masking and permission controls for governance, adopting a medallion architecture for data quality, and introducing AI/BI Genie so nontechnical users can query data and gain insights independently.
…Redesigning the architecture completely with the Databricks Data + AI Platform Miridih fully re-architected their data platform with Databricks at the core. The company migrated to a Databricks serverless environment on AWS, integrating with AWS Glue and optimizing Spark code to improve data conversion and loading performance. For example, Lakeflow Jobs and clusters were implemented to streamline the mana…
…ing Spark code to improve data conversion and loading performance. For example, Lakeflow Jobs and clusters were implemented to streamline the management of customer online data, resulting in faster, more efficient pipelines for data ingestion and processing. To centralize and secure metadata management, they also leveraged Unity Catalog…
…or data ingestion and processing. To centralize and secure metadata management, they also leveraged Unity Catalog, applying column masking and permission controls to protect sensitive information and enforce role-based access. Audit logs and table histories provided visibility into user activity, meeting…
…nto user activity, meeting key requirements for data protection and compliance. The implementation of a medallion architecture, layered on Unity Catalog, introduced a structured approach to managing data quality. This model not only reduces unnecessary resource usage but also ensures consist…
…ed, cloud-based environment that supports real-time collaboration and feedback. The introduction of AI/BI Genie further empowered Miridih’s organization. Nontechnical users can now query data and gain insights independently, enabling fast and autonomous data-driven decision-making across departments. “…
Business value
Miridih reduced the time required to collect and convert customer behavior data from over four hours to under one hour, a performance improvement of more than 75%, and within five months more than 70% of its workforce had adopted Databricks in their daily work, with over 200 dashboards and 180 workflows in use.
…cross the corporation By leveraging Databricks to optimize their data pipeline, Miridih reduced the time required to collect and convert customer behavior data from over four hours to under one hour — a performance improvement of more than 75%. As a result, teams can now make data-informed decisions earlier in the day, shi…
…data experts can now create their dashboards and use workflows for batch tasks. Within just five months, more than 70% of Miridih’s workforce (approximately 280 employees) had adopted Databricks in their daily work, with over 200 dashboards and 180 workflows currently in use. Additionally, real-time visibility into resource usage has increased cost-aware…
Technology
Databricks SQL, Lakeflow Jobs, Unity Catalog
…etail and Consumer Goods Use Case : Data Science , Data Warehousing Cloud : AWS Product : Databricks SQL , Lakeflow Jobs , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…
Headline outcome
…ks 100+ dashboards, 187 workflows Leveraged by technical and nontechnical users 75% Reduction in data processing time 400M+ Daily transactions collected and analyzed Miridih provides an integrated…
Use case type
Analytics augmentation
…back. The introduction of AI/BI Genie further empowered Miridih’s organization. Nontechnical users can now query data and gain insights independently, enabling fast and autonomous data-driven decision-making across departments. “Databricks is not just a technology adoption, but a key pillar in changing the…
AI capabilities
Conversational AI
…culture. Where data requests were once centralized with analysts and engineers, employees across departments — including designers, project managers and marketers — now use Databricks Notebooks and Genie AI to perform tasks such as querying, coding and visualizing data. Even non-data experts can now create their dashboards and use workflows for ba…
Deployment model
Cloud
…Industry : Retail and Consumer Goods Use Case : Data Science , Data Warehousing Cloud : AWS Product : Databricks SQL , Lakeflow Jobs , Unity Catalog Ready to get started?…
Deployment options
cloud
…Industry : Retail and Consumer Goods Use Case : Data Science , Data Warehousing Cloud : AWS Product : Databricks SQL , Lakeflow Jobs , Unity Catalog Ready to get started?…
