AI-Powered Visual Inspection in Konark Fixtures
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Executive Summary
Konark Group, a diversified enterprise operating across manufacturing, warehousing, and logistics, required a scalable and resilient data platform to support its inventory digitization and real-time object detection systems. The existing on-premises database environment lacked high availability, scalability, and centralized visibility, creating operational bottlenecks as warehouse operations expanded.
AeonX Digital modernized Konark Group’s data layer by migrating the on-premises databases to Amazon Aurora PostgreSQL (Amazon RDS) deployed in a Multi-AZ configuration. The solution delivered high availability, improved ingestion and query performance, automated backups and disaster recovery, and strong security controls, enabling Konark Group to operate a centralized, cloud-native inventory platform with reduced operational overhead and improved scalability.
About the Customer
Konark Group is a diversified Indian enterprise with operations spanning manufacturing, warehousing, and logistics. The organization manages high-volume inventory movement, barcode scanning, and object-detection workflows across multiple facilities, where accuracy, traceability, and real-time visibility are critical for day-to-day operations. As part of its digital transformation journey, Konark Group sought to modernize its backend systems to support growing operational scale and future innovation.
Customer Challenge
Konark Group’s inventory digitization platform was supported by an on-premises database environment that struggled to meet the demands of expanding warehouse operations and real-time data ingestion.
Business Challenges
Limited real-time visibility into inventory movement due to localized data storage
Increased downtime risk impacting warehouse productivity
Difficulty onboarding new warehouses and devices quickly
High infrastructure and maintenance costs
Lack of a scalable foundation for analytics and future AI-driven use cases
Technical Challenges
Single-node on-premises databases with no built-in high availability
Manual backup and failover processes increasing recovery risk
Inability to sustain high write throughput from IoT and scanning devices
Data silos across warehouse locations
Limited security controls and inconsistent encryption practices
High operational effort to maintain hardware and database systems
Risks and Impact if Not Addressed
Without modernizing the database platform, Konark Group faced several risks:
Business Risks
Operational disruptions caused by database outages or hardware failures
Reduced inventory accuracy and traceability
Delayed expansion into new warehouses or facilities
Increased long-term operational costs
Technical Risks
Data loss due to inconsistent or manual backups
Prolonged recovery times during failures
Security exposure from locally stored credentials and unencrypted data
Limited auditability and
governance
Why AWS
Konark Group selected AWS to replace its on-premises environment with a cloud-native, managed platform. Amazon Aurora PostgreSQL (Amazon RDS) provided built-in Multi-AZ availability, durable distributed storage, automated backups, and seamless scalability without the complexity of infrastructure management.
AWS also enabled native integration with containerized services, messaging systems, monitoring, and security services—allowing Konark Group to build a resilient and future-ready architecture aligned with operational growth.
Why AeonX Digital
Konark Group engaged AeonX Digital due to its proven expertise in migrating on-premises databases to AWS and designing highly available Amazon Aurora architectures. AeonX demonstrated strong capabilities in database modernization, performance optimization, security hardening, and operational governance.
AeonX delivered a structured, low-risk migration approach while ensuring continuity of warehouse operations, making it a trusted partner for Konark Group’s cloud transformation.
Partner Solution
AeonX Digital implemented a centralized Amazon Aurora PostgreSQL (Amazon RDS) platform to replace Konark Group’s on-premises database environment and support real-time inventory digitization workloads.
01
Database Modernization
Migrated on-premises databases to Amazon Aurora PostgreSQL Multi-AZ clusters
Eliminated single points of failure using Aurora’s distributed storage architecture
Centralized inventory and object-detection data into a managed cloud database
02
Performance Optimization
Designed schemas optimized for scan data, object metadata, and transactions
Implemented indexing strategies for high-frequency query paths
Used Aurora reader instances to separate read-heavy workloads
Enabled Aurora Performance Insights for SQL-level diagnostics and tuning
03
Security Enhancements
Enforced encryption at rest using AWS Key Management Service (KMS)
Mandated TLS encryption for all database connections
Removed hardcoded credentials using AWS Secrets Manager
Applied least-privilege access controls using IAM and security groups
04
Backup, DR, and Governance
Enabled automated backups with Point-in-Time Recovery (PITR)
Standardized snapshot retention and recovery workflows
Implemented centralized monitoring using Amazon CloudWatch
Enabled AWS CloudTrail for audit logging and compliance visibility
Results and Benefits
The Amazon RDS modernization delivered measurable operational and technical improvements:
Business Outcomes
Improved operational continuity for warehouse digitization workflows
Faster onboarding of new warehouses and devices
Reduced infrastructure management effort and costs
Technical Outcomes
High availability achieved through Aurora PostgreSQL Multi-AZ deployment
Improved ingestion and query performance during peak scanning periods
Automated backups and reliable point-in-time recovery
Centralized, secure data platform with improved audit readiness
