Users hung up on lagging voice agents. Speculative decoding on NVIDIA B200s cut latency from seconds to <400ms.
A conversational AI platform processes tens of millions of interactions annually for enterprises like Avis and Chime, achieving deflection rates over 80%.
Voice interfaces are unforgiving, where latency measured in seconds causes users to talk over the agent or hang up. Orchestrating a complex stack of...
Generative AI platform for automated enterprise customer support and workflows.
AI-native cloud platform for training, fine-tuning, and deploying open-source models.
Related implementations across industries and use cases
Cached prompts failed dynamic voice chats. Rebuilding context every turn via GPT-5.1 cut memory misses 30% and lifted retention 20%.
Self-hosting caused weekly outages and lag. Moving to Groq ended downtime and cut response times by 500ms, regardless of prompt length.
Stitching audio models disrupted conversation flow. A unified platform now handles the pipeline, freeing engineers to build the agent.
Cached prompts failed dynamic voice chats. Rebuilding context every turn via GPT-5.1 cut memory misses 30% and lifted retention 20%.
Stitching audio models disrupted conversation flow. A unified platform now handles the pipeline, freeing engineers to build the agent.
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.