
Building an Operational Data Warehouse for Real-time Analytics

Source: Materialize
Release Date: Jan 25, 2024
Have you ever tried driving real-time updates to customers from your data warehouse? Or optimized a conversion funnel using real-time data? If so, you’ve probably suffered the pain of pushing your data warehouse past its limits. Analytical data warehouses are now ubiquitous in every company’s data workflow. But the data warehouse was designed to provide historical insights. Even the most modern data warehouses struggle to deliver data quickly and efficiently for near-real-time use cases.
Fortunately, there’s an alternative. This white paper gives an overview of the operational data warehouse, how it works, and why it delivers better cost/performance for near-real-time use cases than an analytical data warehouse solution.
Return to the Whitepaper indexApril 10, 2025
- NVIDIA Brings Agentic AI Reasoning to Enterprises with Google Cloud
- Snowflake Achieves IL5 Authorization for DOD Workloads on AWS GovCloud
- dbt Labs Expands Cloud Availability with Google Cloud Deployment and Marketplace Launch
- Google Cloud Unveils Ironwood TPU for Large-Scale AI Inference
- Elasticsearch Now Available as a Native Grounding Engine on Google Cloud’s Vertex AI Platform
April 9, 2025
- Ai2 Launches OLMoTrace to Reveal How LLM Responses Connect to Training Data
- Elastic Announces General Availability of LLM Observability for Google Cloud’s Vertex AI
- Informatica Adds Native Databricks and Enhanced Governance to IDMC on Google Cloud
- PuppyGraph Achieves Google Cloud Ready Designations for BigQuery and AlloyDB
- Yellowbrick Powers Data Modernization Across Key Sectors for Faster Decision-Making
- AMD Powers New Google Cloud C4D and H4D VMs with 5th Gen EPYC CPUs
- DDN and Google Cloud Partner to Accelerate AI with Managed Lustre and Infinia
- Fortanix Launches Armet AI in Public Preview with Confidential GenAI Platform
- AI One Launches to End the Data Lake Era and Eliminate Costly Data Migrations
April 8, 2025
- Amazon Nova Sonic Brings Unified Speech Understanding and Generation to Amazon Bedrock
- IBM Unveils z17 with Telum II Processor and Integrated AI for Real-Time Inference
- YugabyteDB Unveils First Agentic AI Application and Extensible Vector Search For Deploying AI at Scale
- Plotly Announces Dash Enterprise 5.7 for Building Smarter, Safer Data Apps
- Qumulo Introduces NeuralCache to Boost AI and Enterprise Data Performance
- Dremio Enhances Iceberg-Based Lakehouse with New Semantic Search and Clustering
- PayPal Feeds the DL Beast with Huge Vault of Fraud Data
- OpenTelemetry Is Too Complicated, VictoriaMetrics Says
- Will Model Context Protocol (MCP) Become the Standard for Agentic AI?
- Accelerating Agentic AI Productivity with Enterprise Frameworks
- When Will Large Vision Models Have Their ChatGPT Moment?
- What Benchmarks Say About Agentic AI’s Coding Potential
- Nvidia Touts Next Generation GPU Superchip and New Photonic Switches
- Four Obstacles to Enterprise-Scale Generative AI
- Can We Learn to Live with AI Hallucinations?
- Can You Afford to Run Agentic AI in the Cloud?
- More Features…
- Clickhouse Acquires HyperDX To Advance Open-Source Observability
- NVIDIA GTC 2025: What to Expect From the Ultimate AI Event?
- Grafana’s Annual Report Uncovers Key Insights into the Future of Observability
- Reporter’s Notebook: AI Hype and Glory at Nvidia GTC 2025
- HPE Preps for the AI Era with Updated Data Fabric, Storage, and Compute Offerings
- FlashBlade//EXA Moves Data at 10+ TB/sec, Pure Storage Says
- ScaleOut Enhances Digital Twin Intelligence With Generative AI and ML
- Mathematica Helps Crack Zodiac Killer’s Code
- Confluent GAs Tableflow, Adds Flink Native Inference in Bengalaru
- Databricks Unveils LakeFlow: A Unified and Intelligent Tool for Data Engineering
- More News In Brief…
- Gartner Predicts 40% of Generative AI Solutions Will Be Multimodal By 2027
- Snowflake Ventures Invests in Anomalo for Advanced Data Quality Monitoring in the AI Data Cloud
- Seagate Unveils IronWolf Pro 24TB Hard Drive for SMBs and Enterprises
- NVIDIA Unveils AI Data Platform for Accelerated AI Query Workloads in Enterprise Storage
- Accenture Invests in OPAQUE to Advance Confidential AI and Data Solutions
- Palantir and Databricks Announce Strategic Product Partnership to Deliver Secure and Efficient AI to Customers
- MinIO: Introducing Model Context Protocol Server for MinIO AIStor
- Dataiku Achieves AWS Generative AI Competency
- AMD Powers New Google Cloud C4D and H4D VMs with 5th Gen EPYC CPUs
- Qlik Survey Finds AI at Risk as Poor Data Quality Undermines Investments
- More This Just In…