Scattered monitoring across 125+ AI models slowed debugging. Unified telemetry lets teams trace issues from user sessions down to the GPU.
A creative software platform serving hundreds of millions of users with over 125 AI models for generating visual and audio content.
Complex CPU and GPU-intensive AI workloads spanned multiple layers, from user interactions to backend model inference. Traditional monitoring lacked...
“Datadog allows us to understand our AI systems end-to-end, so we can maintain performance, reduce risk, and deliver better user experiences at scale.”
AI creative platform for photo and video editing and digital content generation.
Observability and security platform for cloud-scale monitoring and analytics.
Picsart's Performance monitoring is part of this use case:
Related implementations across industries and use cases
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Complex queries bottlenecked access to insights. Agents now translate plain language into expert dashboards and root cause analysis.
A bug sat for years because the fix meant a month of digging. AI traced the fragmented code to draft a solution in three days.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Tracking spend for 300M AI agent runs was a black box. Real-time tracing now lets finance pinpoint costs and update pricing within hours.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Scattered monitoring across 125+ AI models slowed debugging. Unified telemetry lets teams trace issues from user sessions down to the GPU.
A creative software platform serving hundreds of millions of users with over 125 AI models for generating visual and audio content.
Complex CPU and GPU-intensive AI workloads spanned multiple layers, from user interactions to backend model inference. Traditional monitoring lacked...
“Datadog allows us to understand our AI systems end-to-end, so we can maintain performance, reduce risk, and deliver better user experiences at scale.”
AI creative platform for photo and video editing and digital content generation.
Observability and security platform for cloud-scale monitoring and analytics.
Picsart's Performance monitoring is part of this use case:
Related implementations across industries and use cases
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Complex queries bottlenecked access to insights. Agents now translate plain language into expert dashboards and root cause analysis.
A bug sat for years because the fix meant a month of digging. AI traced the fragmented code to draft a solution in three days.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Tracking spend for 300M AI agent runs was a black box. Real-time tracing now lets finance pinpoint costs and update pricing within hours.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.