Aderant built an Amazon Nova-powered ticket triage system hitting ~96% routing accuracy for under $30/month.
amazon-nova
9 tracked signals on amazon-nova.
Amazon Nova Forge enables custom reward functions for multi-turn reinforcement learning via BYOO capability
“A subtly wrong reward can quietly teach the wrong thing while every training curve looks healthy.”
AWS's Self-Distilled Reasoning technique prevents catastrophic forgetting during SFT without a teacher model
Guardoc Health achieves 46% fewer documentation errors using Amazon Nova models on Bedrock.
AWS shows how to build a healthcare voice appointment agent using Amazon Nova 2 Sonic and Bedrock AgentCore.
“Instead of chaining separate transcription, reasoning, and synthesis services, Nova 2 Sonic processes speech natively in a single model—so vocal context like tone and pace isn’t lost to transcription.”
Amazon Nova 2 Lite enables zero-shot object detection via natural language prompts with no model training required.
“This multimodal foundation model detects objects through natural language prompts with no training required.”
uniopen fine-tuned Amazon Nova 2 Lite for proprietary two-axis retail content moderation in production
AWS demonstrates building an equipment repair assistant using Bedrock AgentCore, Nova 2 Lite, and Strands Agents SDK.
AWS details hyperparameter tuning practices for customizing frontier models on Amazon Nova Forge.
“If any of them are wrong, you trade one problem for another.”