Amazon Bedrock
Fine-tune Amazon Nova Micro, Lite or Pro in your AWS account.
Read the guide →PRODUCT · DEDICATED AI MODELS
From a spreadsheet of your team’s past decisions to a model that’s yours, trained and answering in your own Amazon Bedrock, Microsoft Foundry or Google Cloud. StayCharted does every step: the training file, the training job, testing on rows it never saw, and putting it to work.
Start free How it works →StayCharted holds and processes your uploaded examples to prepare the file and test the model. See our Privacy Policy and security page.
Fine-tune Amazon Nova Micro, Lite or Pro in your AWS account.
Read the guide →Fine-tune GPT-4.1 mini, nano and more in your Foundry resource.
Read the guide →Fine-tune Gemini in your Google Cloud project, even straight from a Google Sheet.
Read the guide →| Feature | Amazon Bedrock | Microsoft Foundry | Google Cloud |
|---|---|---|---|
| Models you can train | Amazon Nova Micro, Lite, Pro | GPT-4.1 mini, GPT-4.1 nano, GPT-4.1, GPT-4o mini | Gemini 3.5 Flash; 2.5 models for eligible existing projects |
| Where | us-east-1 | Your Foundry resource’s region; Global training may process data elsewhere | Your tuning region, such as us-central1 |
| Connecting | A template creates a role; no key | Sign in with Microsoft; no key | A service account and its key |
| Testing before use | Held-out rows | Developer deployment: no hourly hosting fee; inference billable | Held-out rows |
| Answering cost | Per token, plus custom-model storage charges | Per token plus hourly hosting while published | Per token, at the applicable tuned-model rate |
| Training file | Your bucket; deleted after training | Your resource; deleted after training | Your bucket; deleted after training |
Availability and costs depend on the model, region and deployment. Each guide links to provider documentation and pricing.
Already use OpenAI, Claude, Gemini or a model on Bedrock or Foundry? Your AI Models ask it with your categories, your labeling guide and the most similar past examples in every question. Nothing is trained.
Use your own AI →Training in your own cloud requires Business. It is a Dedicated AI Model, like one trained on StayCharted’s servers; only where it trains differs. Your AI Models are an add-on on Essentials and Business.
Compare plans →Yes. StayCharted fine-tunes Amazon Nova on Amazon Bedrock in your AWS account, from a spreadsheet, and the custom model stays in your account.
Yes. StayCharted fine-tunes GPT-4.1 models in your Foundry resource. It tests on a Developer deployment with no hourly hosting fee; inference remains billable; the paid deployment is made when you publish.
Yes, Gemini on Google Cloud (Vertex AI, now Agent Platform), including straight from a Google Sheet with the StayCharted add-on.
The training file goes to your account and is deleted when training ends; the trained model stays and answers there. StayCharted holds your examples to build the file and test the model, as it does for any model.
Yes, with Your AI Models: StayCharted asks your AI with your categories and past examples. OpenAI and Claude aren't trained by StayCharted.
Your cloud bills training and answers at its rates (Foundry adds an hourly hosting fee for a published model). StayCharted bills your plan, as for any model.
Amazon Bedrock, Amazon Nova and AWS are trademarks of Amazon.com, Inc. or its affiliates. Microsoft, Azure and Microsoft Foundry are trademarks of the Microsoft group of companies. Google Cloud, Gemini and Vertex AI are trademarks of Google LLC.
STAYCHARTED AI MODEL TRAINER
Start with examples you already have, see how often it’s right on items it never saw, and use confidence to prioritize the ones a person should review.
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