Matillion
Data pipeline automation
Simple data requests faced months-long delays. Now, an AI agent writes production-ready pipelines, cutting review time by 41%.
- Avg 41% reduction in pull request time
- 80% developer adoption of Claude Code
Manual reviews bottlenecked onboarding for 28 days. A GenAI pipeline now rewrites and enriches catalogs in under 24 hours.
The leading provider of eCommerce software solutions supports over 100,000 merchants worldwide with rapidly growing volumes of operational and product data.
Supplier catalog onboarding was a manual process that took an average of 28 days per vendor to complete. Strict data governance regulations prevented...
“With Databricks, we can do more with less, and we can ship valuable AI-powered features to our customers faster.”
SaaS platform for enterprise marketplaces, dropshipping, and retail media.
Databricks is a Big Data company that offers a unified analytics platform for data science, engineering, and analytics teams.
Related implementations across industries and use cases
Simple data requests faced months-long delays. Now, an AI agent writes production-ready pipelines, cutting review time by 41%.
Manual categorization delayed revenue. Staff-built agents now auto-classify products for 91% faster onboarding, with human oversight.
Analysts relied on engineers for data tasks. Now, AI agents collapse 120-step workflows into single actions using plain text commands.
Standard OCR failed on complex layouts. Vision-language models now automate matching, cutting validation effort by 40%.
A single provider left 60% of leads blank. AI agents now scan earnings and sites, doubling coverage to 80% with systems built in hours.
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
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.
Manual reviews bottlenecked onboarding for 28 days. A GenAI pipeline now rewrites and enriches catalogs in under 24 hours.
The leading provider of eCommerce software solutions supports over 100,000 merchants worldwide with rapidly growing volumes of operational and product data.
Supplier catalog onboarding was a manual process that took an average of 28 days per vendor to complete. Strict data governance regulations prevented...
“With Databricks, we can do more with less, and we can ship valuable AI-powered features to our customers faster.”
SaaS platform for enterprise marketplaces, dropshipping, and retail media.
Databricks is a Big Data company that offers a unified analytics platform for data science, engineering, and analytics teams.
Related implementations across industries and use cases
Simple data requests faced months-long delays. Now, an AI agent writes production-ready pipelines, cutting review time by 41%.
Manual categorization delayed revenue. Staff-built agents now auto-classify products for 91% faster onboarding, with human oversight.
Analysts relied on engineers for data tasks. Now, AI agents collapse 120-step workflows into single actions using plain text commands.
Standard OCR failed on complex layouts. Vision-language models now automate matching, cutting validation effort by 40%.
A single provider left 60% of leads blank. AI agents now scan earnings and sites, doubling coverage to 80% with systems built in hours.
Scattered spreadsheets couldn't catch AI hallucinations. Now, automated LLM judges evaluate every prompt change to block regressions.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
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.