Shieldstral

Shieldstral

Mistral AI
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About

Classify provides page-level contextual intelligence for advertisers, developers, publishers, and software systems that work with the open web. Its ContentGraph index associates individual web pages with classifications, scores, and source context, helping distinguish pages on the same domain by their specific subject. Advertisers can use Classify's Atlas product to define campaign contexts and identify relevant pages, while developers can use the API to classify URLs and search the index by meaning. The Phoenix developer interface provides example requests and structured classification results for integrating page context into applications and agent workflows. Classify offers URL-classification and semantic-search endpoints, with indexed results returned inline when available. The platform is intended for applications and media workflows that need page-level descriptions of web content.

About

Shieldstral is a 3B open-weights, policy-adaptive multimodal safety classifier designed to evaluate text, images, and text-plus-image content using policies defined at inference time. Instead of relying on a fixed taxonomy of harm categories, it frames moderation as a binary question-answering task: users provide an instruction describing the evaluation context and strictness, a yes-or-no safety question, and the content to judge. The model reads the “yes” and “no” logits and converts them into a continuous, calibrated safety score, allowing applications to threshold or rank results by confidence rather than depend on a single discrete label. This formulation unifies prompt classification, response moderation, refusal detection, toxicity detection, and multimodal safety in one interface, while letting teams adapt policies without retraining the model. Shieldstral can evaluate prompts, responses, prompt-response pairs, images, and images with accompanying text.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Advertisers, publishers, developers, and teams building applications for the web and AI agents.

Audience

AI platform teams that need customizable, multimodal content moderation without retraining a separate safety model for every policy

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

URL classification is billed per URL; semantic-search calls are billed per successful search. Contact Classify for rate details.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Company Information

Classify
Founded: 2024
United States
classify.ai/

Company Information

Mistral AI
Founded: 2023
France
mistral.ai/news/shieldstral/

Alternatives

Alternatives

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Progress Agentic RAG

Progress Agentic RAG

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ClassifyIt

ClassifyIt

Ralf Ulrich Garbe
5.0 out of 5 stars

Categories

Advertising Supported

Categories

AI Models Supported
Content Moderation Supported

Integrations

Mistral AI Not Supported

Integrations

Mistral AI Supported
Claim Classify and update features and information
Claim Classify and update features and information
Claim Shieldstral and update features and information
Claim Shieldstral and update features and information