Understand this story
On November 4, 2026, Amazon Bedrock added an in-India inference option alongside its existing global and US-based inference. When calling in.moonshotai.kimi-k3, requests are processed only in the Mumbai and Hyderabad Regions to meet strict data residency requirements. An article published the same day by AWS Machine Learning also mentioned that Ultrahuman has already been using the model in production, leveraging prompt caching to reduce LLM costs by 80% and speed up multi-turn conversations by 85%, and provided OCR sample code that uses Kimi K3 to read scanned Hindi documents and follow up in Hinglish. There are currently no subsequent developments.
AI-generated from public reports
Latest development · Report
Amazon Bedrock Launches In-India Inference for Kimi K3Developments
1 confirmed developments
- Source:AWS Machine Learning
Reports and discussion timeline
Browse reports and discussion by time. Their evidence levels remain distinct.
Nov 4
AWS Machine LearningFirst-party
Amazon Bedrock Launches In-India Inference for Kimi K3
In addition to its existing global and US-based inference options, Amazon Bedrock has added an in-India inference option: when calling in.moonshotai.kimi-k3, requests are processed only in the Mumbai and Hyderabad Regions, meeting strict data residency requirements. Ultrahuman already uses this model in production, leveraging prompt caching to reduce LLM costs by 80% and speed up multi-turn conversations by 85%. The article also provides sample OCR code that uses Kimi K3 to directly read scanned Hindi documents and ask follow-up questions in Hinglish.