Healthcare & Life Sciences
Data-Driven Insights for Enterprise Growth
Our Client’s Backstory
Our client is a global market leader in sleep innovation, utilizing smart bed technology to enhance users' physical and mental well-being. With over 1 million active customers and thousands of employees across the supply chain, the company manages a complex ecosystem of logistics, transportation, and consumer insights. However, their critical data was fragmented across multiple legacy enterprise systems, creating isolated silos that hindered holistic business intelligence.
The Challenge
The client required a unified platform to consolidate large-scale data streams from IoT devices and internal departments. Key challenges included:
Data Fragmentation: Critical insights were trapped in isolated silos, preventing a comprehensive view of the user lifecycle.
Large-scale Scale: The system needed to ingest and process data from over 1 million IoT-connected beds and billions of sleep sessions.
Accessibility: The platform had to be navigable for both technical and non-technical departments, including Marketing, Sales, and Customer Insights.
Security & Compliance: Ensuring high security standards for sensitive user health and biometric data while maintaining high performance.
The Solution
Klika engineered a centralized Enterprise Data Platform (EDP) to unify all operations, activities, and device information. Our solution included:
Automated Data Ingestion
Developed a robust ingestion layer using Azure Data Factories, supporting both scheduled batch jobs and real-time streaming via event hubs.
Unified Reporting Ecosystem
Integrated data from customer orders, user profiles, Net Promoter Scores (NPS), and third-party activity trackers (Fitbit, Nest, Under Armour).
Advanced Visual Analytics
Implemented dozens of automated reporting modules, ranging from specialized Excel reports to real-time Power BI dashboards for cross-departmental use.
High-Performance Querying
Utilized Apache Hive and Spark for querying vast datasets, enabling rapid generation of complex analytics.
The Solution
Klika engineered a centralized Enterprise Data Platform (EDP) to unify all operations, activities, and device information. Our solution included:
Automated Data Ingestion
Developed a robust ingestion layer using Azure Data Factories, supporting both scheduled batch jobs and real-time streaming via event hubs.
Unified Reporting Ecosystem
Integrated data from customer orders, user profiles, Net Promoter Scores (NPS), and third-party activity trackers (Fitbit, Nest, Under Armour).
Advanced Visual Analytics
Implemented dozens of automated reporting modules, ranging from specialized Excel reports to real-time Power BI dashboards for cross-departmental use.
High-Performance Querying
Utilized Apache Hive and Spark for querying vast datasets, enabling rapid generation of complex analytics.
The Solution
Klika engineered a centralized Enterprise Data Platform (EDP) to unify all operations, activities, and device information. Our solution included:
Automated Data Ingestion
Developed a robust ingestion layer using Azure Data Factories, supporting both scheduled batch jobs and real-time streaming via event hubs.
Unified Reporting Ecosystem
Integrated data from customer orders, user profiles, Net Promoter Scores (NPS), and third-party activity trackers (Fitbit, Nest, Under Armour).
Advanced Visual Analytics
Implemented dozens of automated reporting modules, ranging from specialized Excel reports to real-time Power BI dashboards for cross-departmental use.
High-Performance Querying
Utilized Apache Hive and Spark for querying vast datasets, enabling rapid generation of complex analytics.
The Solution
Klika engineered a centralized Enterprise Data Platform (EDP) to unify all operations, activities, and device information. Our solution included:
Automated Data Ingestion
Developed a robust ingestion layer using Azure Data Factories, supporting both scheduled batch jobs and real-time streaming via event hubs.
Unified Reporting Ecosystem
Integrated data from customer orders, user profiles, Net Promoter Scores (NPS), and third-party activity trackers (Fitbit, Nest, Under Armour).
Advanced Visual Analytics
Implemented dozens of automated reporting modules, ranging from specialized Excel reports to real-time Power BI dashboards for cross-departmental use.
High-Performance Querying
Utilized Apache Hive and Spark for querying vast datasets, enabling rapid generation of complex analytics.
The Solution
Klika engineered a centralized Enterprise Data Platform (EDP) to unify all operations, activities, and device information. Our solution included:
Automated Data Ingestion
Developed a robust ingestion layer using Azure Data Factories, supporting both scheduled batch jobs and real-time streaming via event hubs.
Unified Reporting Ecosystem
Integrated data from customer orders, user profiles, Net Promoter Scores (NPS), and third-party activity trackers (Fitbit, Nest, Under Armour).
Advanced Visual Analytics
Implemented dozens of automated reporting modules, ranging from specialized Excel reports to real-time Power BI dashboards for cross-departmental use.
High-Performance Querying
Utilized Apache Hive and Spark for querying vast datasets, enabling rapid generation of complex analytics.
The Result
The deployment of the EDP transformed the client's data management and strategic decision-making capabilities.
Unified 1.2 Billion Data Points
Successfully aggregated over 1.2 billion sleep sessions from 1 million beds into a single source of truth.
Eliminated Data Silos
Provided a centralized access point for all internal and external data, enabling informed decision-making across all global teams.
Increased Operational Efficiency
Real-time insights allowed teams to respond significantly faster to client inquiries, technical anomalies, and market risks.
Foundation for Future Innovation
The platform now serves as the primary infrastructure for developing new user features and activity-tracking integrations.
The Result
The deployment of the EDP transformed the client's data management and strategic decision-making capabilities.
Unified 1.2 Billion Data Points
Successfully aggregated over 1.2 billion sleep sessions from 1 million beds into a single source of truth.
Eliminated Data Silos
Provided a centralized access point for all internal and external data, enabling informed decision-making across all global teams.
Increased Operational Efficiency
Real-time insights allowed teams to respond significantly faster to client inquiries, technical anomalies, and market risks.
Foundation for Future Innovation
The platform now serves as the primary infrastructure for developing new user features and activity-tracking integrations.
The Result
The deployment of the EDP transformed the client's data management and strategic decision-making capabilities.
Unified 1.2 Billion Data Points
Successfully aggregated over 1.2 billion sleep sessions from 1 million beds into a single source of truth.
Eliminated Data Silos
Provided a centralized access point for all internal and external data, enabling informed decision-making across all global teams.
Increased Operational Efficiency
Real-time insights allowed teams to respond significantly faster to client inquiries, technical anomalies, and market risks.
Foundation for Future Innovation
The platform now serves as the primary infrastructure for developing new user features and activity-tracking integrations.
The Result
The deployment of the EDP transformed the client's data management and strategic decision-making capabilities.
Unified 1.2 Billion Data Points
Successfully aggregated over 1.2 billion sleep sessions from 1 million beds into a single source of truth.
Eliminated Data Silos
Provided a centralized access point for all internal and external data, enabling informed decision-making across all global teams.
Increased Operational Efficiency
Real-time insights allowed teams to respond significantly faster to client inquiries, technical anomalies, and market risks.
Foundation for Future Innovation
The platform now serves as the primary infrastructure for developing new user features and activity-tracking integrations.
The Result
The deployment of the EDP transformed the client's data management and strategic decision-making capabilities.
Unified 1.2 Billion Data Points
Successfully aggregated over 1.2 billion sleep sessions from 1 million beds into a single source of truth.
Eliminated Data Silos
Provided a centralized access point for all internal and external data, enabling informed decision-making across all global teams.
Increased Operational Efficiency
Real-time insights allowed teams to respond significantly faster to client inquiries, technical anomalies, and market risks.
Foundation for Future Innovation
The platform now serves as the primary infrastructure for developing new user features and activity-tracking integrations.
Technology Stack
SQL
CosmosDB
HDInsights
Apache Spark
Apache Hive
Apache Kafka
HBase
Power BI
Azure Data Factory
Technology Stack
SQL
CosmosDB
HDInsights
Apache Spark
Apache Hive
Apache Kafka
HBase
Power BI
Azure Data Factory
Technology Stack
SQL
CosmosDB
HDInsights
Apache Spark
Apache Hive
Apache Kafka
HBase
Power BI
Azure Data Factory
More Insights
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Connected Mobility
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Klika was engaged as the strategic technical partner to design and engineer a cross-platform mobile solution.
Connected Mobility
Revenue Protection for Barrierless Parking
Klika was engaged to re-engineer the enforcement integration layer, transforming it into a legally enforceable ecosystem.
Financial & Insurance
ATM Network Penetration Testing & Risk Mitigation
Klika was hired as a security consultant to lead the end-to-end penetration testing and risk assessment process.
Connected Mobility
Enterprise Access Control & IoT Security Hub
Klika was engaged as the strategic technical partner to design and engineer a cross-platform mobile solution.
Techtonic Newsletter
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Certifications & Awards
27001
© 2026 Klika LLC
Techtonic Newsletter
Subscribe to our newsletter to keep up with the latest news from the world of technology and AI.
Certifications & Awards
27001
© 2026 Klika LLC
Techtonic Newsletter
Subscribe to our newsletter to keep up with the latest news from the world of technology and AI.
Certifications & Awards
27001
© 2026 Klika LLC
Techtonic Newsletter
Subscribe to our newsletter to keep up with the latest news from the world of technology and AI.
Certifications & Awards
27001
© 2026 Klika LLC