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E-commerce & Retail Data Analytics Solutions
Drive Sales, Reduce Costs, and Personalize Experiences with Real-Time Insights
TeraDB Cloud empowers retailers to analyze billions of transactions, optimize inventory, and deliver hyper-personalized shopping experiences—all while reducing infrastructure costs by 60% with open-source speed and flexibility.
Key Challenges in E-commerce & Retail Analytics
Real-Time Inventory Management
Synchronizing stock levels across warehouses, stores, and marketplaces.
Personalization at Scale
Serving 1M+ product recommendations/sec with <50ms latency.
Cart Abandonment
Recovering lost sales by analyzing drop-off points in real time.
Omnichannel Analytics
Unifying data from web, mobile, POS, and IoT devices.
Peak Traffic Handling
Scaling infrastructure for Black Friday/Cyber Monday surges without downtime.
Unstructured and Uncompressed Data
Different Data Sources provide data in unstructured or Uncompressed form.
Technical Use Cases for E-commerce & Retail
Real-Time Inventory Synchronization
Challenge
Prevent overselling with sub-second stock updates across 100+ locations.
Solution
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Ingest POS/Kafka streams into ClickHouse using ReplicatedMergeTree for atomic updates.
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Compute global stock counts with Materialized Views and sync to RediSearch for <10ms API lookups.
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Trigger ElasticSearch alerts for low-stock SKUs and automate reorder workflows.
Personalized Product Recommendations
Challenge
Boost conversion rates with dynamic, real-time recommendations.
Solution
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Track user behavior (clicks, cart adds) in ClickHouse, train collaborative filtering models (PyTorch), and deploy as ClickHouse ML UDFs.
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Cache recommendations in RediSearch using vector similarity for instant retrieval.
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A/B test strategies with ElasticSearch’s ranking evaluation tools.
Cart Abandonment Analysis
Challenge
Identify why 70% of shoppers abandon carts and trigger recovery campaigns.
Solution
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Analyze session logs (scroll depth, payment errors) in ClickHouse with SQL window functions to detect friction points.
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Segment users in real time (e.g., "abandoned after promo code failure") and sync segments to Braze/Klaviyo via Kafka connectors.
Dynamic Pricing Optimization
Challenge
Adjust prices in real time based on demand, inventory, and competitor data.
Solution
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Scrape competitor prices (Python) and ingest into ClickHouse alongside sales data.
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Train reinforcement learning models (TensorFlow) to optimize pricing, deploy via ClickHouse ML.
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Push price updates to Shopify/WooCommerce APIs with <100ms latency using RediSearch-cached results.
Omnichannel Customer Journeys
Challenge
Unify web, app, and in-store interactions into a single customer profile.
Solution
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Merge CDC streams (PostgreSQL), mobile app events (Kafka), and IoT data (RFID) into a ClickHouse data lake.
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Use ElasticSearch’s cross-cluster search to correlate interactions across channels.
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Power dashboards with metrics like CLV and omnichannel conversion rates.
How TeraDB Cloud Solves E-commerce & Retail Challenges
Blazing-Fast Analytics:
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ClickHouse: Process 1M+ events/sec for real-time inventory and pricing.
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RediSearch: Deliver recommendations and search results in <10ms.
Cost Efficiency:
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Auto-Scaling: Spin up GPU instances during peak sales, scale down post-event.
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Cold Storage: Archive historical data to S3/Glacier at 1/10th the cost of traditional warehouses.
Seamless Integrations:
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Prebuilt Connectors: Shopify, WooCommerce, Magento, Salesforce Commerce Cloud.
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BYOC (Bring Your Own Cloud): Deploy TeraDB Cloud on your AWS/GCP VPC for hybrid retail workflows.
Security & Compliance:
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PCI-DSS Compliance: Encrypt payment data with BYOK (AWS KMS/GCP Cloud HSM).
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RBAC: Restrict access to PII (e.g., only inventory teams view stock levels).
24/7 Expert Support:
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ClickHouse Certified Engineers: Optimize query performance for time-series sales data.
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ElasticSearch Specialists: Fine-tune product search relevance.
Compressed and Structured Data Storage
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Compress data up to 90% for less storage cost.
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Structure data at ingestion to minimise the query execution time.
Managed Services with Random Product Feature’s
Managed ClickHouse Services
Supercharge real-time analytics with a fully managed columnar database. Process petabytes of data at lightning speed, backed by automated scaling, security, and 24/7 expert support.
Managed Apache Kafka Services
Build fault-tolerant data pipelines with a fully managed Kafka service. Stream thousands of events per second, powered by auto-scaling brokers, geo-replication, and enterprise security.
Managed ElasticSearch Services
Deliver millisecond search & analytics with a managed ElasticSearch solution. Automate indexing, security, and compliance for log analytics, APM, or customer-facing search.
Managed Redis Services
Power real-time apps with a fully managed Redis service. Achieve microsecond latency for caching, leaderboards, and pub/sub messaging, backed by instant failover and TLS encryption.
What Our Clients Are Saying
Hear from industry leaders who have transformed their data infrastructure with TeraDB Cloud.
Michael Johnson
Runs Data Devision
“TeraDB Cloud’s real-time fraud detection system saved us individuals hundreds of thousands of dollars in possible losses. Their handled RediSearch services were essential to our achievement.”
Sophia Chen
VP of Engineering
“With the scalable infrastructure of TeraDB Cloud, we lowered latency for our gaming analytic system from 2 seconds to less than 200ms.”
Steve Preusz
Data Science Lead
“Using TeraDB Cloud, we established a completely managed healthcare data analysis pipeline.” At every point, their committed support staff guaranteed conformity and safety.”
James O’Neil
Senior Data Engineer
“In our pipelines, the smooth integration of Kafka and Elasticsearch has been revolutionary. Experts with TeraDBCloud will make sure there is no downtime throughout migration.”