Manual tagging and 20-second delays held back scale. AI now automates asset review and cuts generation time to under eight seconds.
A global image processing platform serving 600 million users across 200 countries with tools ranging from basic editing to complex graphic design.
High concurrent demand for generative AI features caused processing delays of 10 to 20 seconds per request, creating friction for users....
Online photo editing and graphic design platform with AI-powered creative tools.
Cloud computing platform and on-demand infrastructure services.
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Cloud negotiations took weeks while usage tripled. Migrating to optimized H100s cut costs 60% and sped up inference 3x.
Rendering 9 photos took users 40 minutes. Scalable ML endpoints now finish the job in just 7.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
SSetup and data analysis held back shops for weeks. AI now runs those workflows, helping merchants land their first sale in days.
Serial testing bottlenecked development. Now, parallelized checks validate hundreds of complex conversation paths in seconds.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.
Lab supply orders were handwritten in notebooks. Digital ordering now takes seconds, saving 30,000 hours for research annually.