Joining 40 tables bottlenecked insights. A denormalized view now queries billions of rows in seconds.
A web-based platform for underground infrastructure management analyzes billions of rows of inspection data to help municipalities replace manual video review.
Bulk uploads of thousands of inspection videos created data surges that exceeded compute capacity and caused update failures. Querying the normalized...
“We had loads and loads of data, and we wanted to use it to train AI to identify problems in video. That's what we started using ClickHouse for, and it works great.”
AI platform for sewer infrastructure management and condition assessment.
ClickHouse is an open-source column-oriented database management system that provides real-time OLAP analytics and a managed cloud service for data warehousing, observability, and machine learning/GenAI workloads.
Related implementations across industries and use cases
Bespoke solutions for 12B daily signals ballooned costs. A unified layer now reuses algorithms to deploy products across markets.
Legacy systems bottlenecked data from 60M endpoints. AI models now predict usage to cut 1,200MW from the grid and halve dev cycles.
Joining fragmented utility data took hours of manual filtering. Now, users query an AI assistant in plain English for instant charts.
CPU limits meant processing 100km of road video took 8 hours. Moving workloads to the cloud cut that time to under two.
Manual maintenance stalled the data director. A 9B-vector engine automated stability, freeing the team to scale scanning operations.
Manual call notes burdened agents, while managers struggled to track promises. Now, AI copilots automate summaries and verify commitments.
Safety data only surfaced after police-involved incidents. Now, AI dashcams alert drivers to correct risky behaviors in real time.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.
Joining 40 tables bottlenecked insights. A denormalized view now queries billions of rows in seconds.
A web-based platform for underground infrastructure management analyzes billions of rows of inspection data to help municipalities replace manual video review.
Bulk uploads of thousands of inspection videos created data surges that exceeded compute capacity and caused update failures. Querying the normalized...
“We had loads and loads of data, and we wanted to use it to train AI to identify problems in video. That's what we started using ClickHouse for, and it works great.”
AI platform for sewer infrastructure management and condition assessment.
ClickHouse is an open-source column-oriented database management system that provides real-time OLAP analytics and a managed cloud service for data warehousing, observability, and machine learning/GenAI workloads.
Related implementations across industries and use cases
Bespoke solutions for 12B daily signals ballooned costs. A unified layer now reuses algorithms to deploy products across markets.
Legacy systems bottlenecked data from 60M endpoints. AI models now predict usage to cut 1,200MW from the grid and halve dev cycles.
Joining fragmented utility data took hours of manual filtering. Now, users query an AI assistant in plain English for instant charts.
CPU limits meant processing 100km of road video took 8 hours. Moving workloads to the cloud cut that time to under two.
Manual maintenance stalled the data director. A 9B-vector engine automated stability, freeing the team to scale scanning operations.
Manual call notes burdened agents, while managers struggled to track promises. Now, AI copilots automate summaries and verify commitments.
Safety data only surfaced after police-involved incidents. Now, AI dashcams alert drivers to correct risky behaviors in real time.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.