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AI and Machine Learning premium AI services account key An AI services account key is a secret key for a multi-service Azure AI or Microsoft Foundry resource. It can authenticate requests for supported services tied to that resource, making storage, rotation, and access control especially important. Azure AI services intermediate 3 commands Aliases: multi-service account key, Foundry resource key, AIServices account key, Cognitive Services account key Quick peek Open full term page

AI and Machine Learning premium AI services endpoint An AI services endpoint is the base URL for a multi-service Azure AI or Microsoft Foundry resource. Applications combine this endpoint with a supported API path and authentication method to call the resource. Azure AI services fundamentals 3 commands Aliases: multi-service endpoint, Foundry resource endpoint, AIServices endpoint, Cognitive Services endpoint Quick peek Open full term page

AI and Machine Learning premium AI services resource An AI services resource is the Azure resource, commonly Microsoft.CognitiveServices/accounts with kind AIServices, that provides the governance scope for AI service access, networking, billing, monitoring, keys, endpoints, model deployments, projects, and related configuration. Azure AI services fundamentals 3 commands Aliases: Azure AI services resource, Foundry resource, AIServices resource, Cognitive Services account Quick peek Open full term page

AI and Machine Learning premium Azure AI services Azure AI services is the family of Azure cloud AI APIs and resources, surfaced through Foundry Tools, for vision, speech, language, translation, content, and generative scenarios. AI services fundamentals 4 commands Aliases: AI services, Azure AI services account, Cognitive Services, Foundry Tools Quick peek Open full term page

AI and Machine Learning premium Azure AI services account An Azure resource that provides endpoints, keys, identity, networking, billing, and monitoring for one or more Azure AI service capabilities. Azure AI services fundamentals 4 commands Aliases: AI services account, Azure AI multi-service resource, Foundry resource, Microsoft.CognitiveServices account Quick peek Open full term page

AI and Machine Learning premium Azure AI Foundry project An Azure AI Foundry project is the working area where a team builds and organizes an AI application inside Microsoft Foundry. It keeps related agents, evaluations, files, indexes, tools, connections, and model usage together instead of scattering them across a shared portal. Think of it as the project boundary for one AI product, prototype, or team. It is useful because AI work quickly becomes messy: prompts, test data, model deployments, safety checks, and access decisions all need a home with ownership and repeatable operations. AI platform advanced 4 commands Aliases: AI Foundry project, AI project, Foundry project, Microsoft Foundry project Quick peek Open full term page

AI and Machine Learning premium Azure AI Language Azure AI Language is the Azure natural-language processing service for analyzing and understanding text with prebuilt and customizable language capabilities. AI services intermediate 4 commands Aliases: Azure Language, Azure Language in Foundry Tools, Azure Language service, Language in Foundry Tools, Language service Quick peek Open full term page

AI and Machine Learning premium Azure AI metrics Azure AI metrics is the measurable signals used to observe Azure AI applications, model endpoints, agents, evaluations, safety checks, and business outcomes. Azure AI services intermediate 4 commands Aliases: AI metrics, AI service metrics, Azure AI Metrics Advisor, Azure Monitor metrics for AI, Metrics Advisor, time series anomaly detection Quick peek Open full term page

AI and Machine Learning premium Azure AI Speech The Azure speech service for converting speech to text, text to speech, speech translation, pronunciation assessment, and related speech-enabled capabilities. AI services intermediate 4 commands Aliases: Azure Speech, Speech in Foundry Tools, Speech service, Speech-to-text Quick peek Open full term page

AI and Machine Learning premium Azure AI Translator A cloud-based machine translation service for translating text and documents across supported languages through REST APIs and client libraries. AI services intermediate 4 commands Aliases: Azure Translator, Document Translation, Text Translation, Translator Quick peek Open full term page

AI and Machine Learning premium Azure AI Vision The Azure vision service that analyzes images and visual content for tasks such as OCR, object information, captions, tags, and image understanding. AI services intermediate 4 commands Aliases: Azure Vision, Computer Vision, Image Analysis, Vision in Foundry Tools Quick peek Open full term page

AI and Machine Learning premium Multi-service AI account Multi-service AI account means a shared Azure AI services account for applications that need several supported AI capabilities from one governed endpoint boundary. You see it when teams connect language, vision, speech, translation, or content-understanding features to production applications. Think of it as one managed account boundary for several AI capabilities, not one unlimited permission bucket. It matters because the setting changes how teams design, secure, operate, and troubleshoot the workload. Before changing it in production, know the owner, dependency, evidence, expected result, and rollback path. Azure AI services intermediate 4 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Multi-service AI resource Multi-service AI resource means an Azure AI resource that exposes supported AI service capabilities through one managed resource object. You see it when teams build applications that combine language, vision, speech, translation, or content services without creating a separate resource for every feature. Think of it as one Azure resource boundary for supported AI capabilities, with identity, network, monitoring, and billing attached. It matters because the setting changes how teams design, secure, operate, and troubleshoot the workload. Before changing it in production, know the owner, dependency, evidence, expected result, and rollback path. Azure AI services fundamentals 4 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium AI service endpoint An AI service endpoint is the HTTPS base address that applications use to call an Azure AI or Foundry Tools resource. It identifies the resource, region or custom subdomain, and may resolve through public DNS or a private endpoint. Azure AI services fundamentals 3 commands Aliases: Azure AI endpoint, Cognitive Services endpoint, Foundry Tools endpoint, AI resource URL Quick peek Open full term page

AI and Machine Learning premium AI service key An AI service key is a secret access key for an Azure AI service resource. Clients pass it, commonly with the Ocp-Apim-Subscription-Key header, to authenticate API requests when key-based authentication is used. Azure AI services fundamentals 3 commands Aliases: Azure AI service key, Cognitive Services key, Ocp-Apim-Subscription-Key, resource key Quick peek Open full term page

AI and Machine Learning premium Cognitive services account key A key used to authenticate to an Azure AI services resource. AI platform and search intermediate 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning field-manual-complete Private endpoint for AI service A private endpoint for an AI service is the private network doorway to an Azure AI services account. Applications still call the service endpoint they are configured to use, but clients inside the linked network can resolve that name to a private IP instead of reaching across a public path. It is useful when document processing, language analysis, speech, content safety, or vision workloads handle sensitive data. It does not replace authentication, keys, managed identity, or responsible AI controls. AI platform and search intermediate 5 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning complete Single-service AI account An Azure AI services resource dedicated to one service kind, with its own endpoint, keys, region, SKU, monitoring, and billing. AI services intermediate 5 commands Aliases: single service AI resource, single-service Azure AI resource, dedicated AI services account Quick peek Open full term page

AI and Machine Learning learning-path-anchor Text to speech Text to speech in Azure AI Speech converts written text or SSML into synthesized audio using neural voices, custom voice options, language support, and APIs. Teams use it to add spoken responses to apps, contact centers, accessibility tools, devices, and media workflows while governing region, keys, networking, and quota. Azure AI services fundamentals 4 commands Aliases: Text to speech, text to speech, Azure Text to speech, Microsoft Learn Text to speech, TTS, speech synthesis, Azure AI Speech synthesis, neural voices, SSML speech Quick peek Open full term page

AI and Machine Learning premium Computer Vision the Azure AI capability that helps applications understand images, read text, detect visual features, and return structured insights from pictures or screenshots Azure AI services fundamentals 12 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Face API The Face API is an Azure AI service API that provides face detection, recognition, verification, identification, grouping, and related face analysis capabilities. Teams use it to build applications that detect faces in images, compare faces, verify identity scenarios, support liveness workflows, or organize face-related image data under approved responsible AI controls. It is not a general computer vision labeler, proof of identity by itself, a surveillance policy, or permission to use biometric capabilities without legal, privacy, and access review. Azure AI services intermediate 6 commands Aliases: Azure AI Face, Azure Face API, Face service Quick peek Open full term page

AI and Machine Learning premium Face service Face service is an Azure AI service that provides APIs for face detection, face analysis, verification, identification, grouping, and liveness-related workflows under approved access controls. Teams use it to build applications that detect faces in images, compare face evidence, verify approved identity scenarios, support liveness checks, or manage face lists within privacy and responsible AI controls. It is not a general image classification service, legal approval to process biometric data, a replacement for human identity review, or a guarantee that every face decision is correct. Azure AI services intermediate 6 commands Aliases: Azure AI Face, Azure AI Face service, Azure Face service, Face API, Azure AI services Face Quick peek Open full term page

AI and Machine Learning premium Foundry hub A Foundry hub is a hub-style Microsoft Foundry resource used in selected scenarios to group AI projects with shared security, connections, data access, and governance settings. Teams use it to organize related AI projects that need common connections, managed identities, network controls, storage, security review, and platform governance across teams or application portfolios. It is not a whole Azure tenant, a model deployment by itself, a replacement for project-level permissions, or the required resource shape for every modern Foundry scenario. Microsoft Foundry intermediate 6 commands Aliases: Azure AI Foundry hub, Foundry hub resource, hub-based project, AI hub Quick peek Open full term page

AI and Machine Learning premium Confidence score a model-provided certainty value that helps teams judge whether extracted fields, text, tables, or classifications should be accepted automatically or reviewed by a person Document Intelligence fundamentals 5 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Document analysis operation A document analysis operation is an asynchronous Document Intelligence request that analyzes a document with a model and returns extracted content, layout, and fields when polling completes. Document Intelligence intermediate 5 commands Aliases: Analyze operation, analyze document operation, Document Intelligence analysis request, async analysis operation Quick peek Open full term page

AI and Machine Learning premium Document classifier A document classifier is a Document Intelligence custom classification model that identifies document types or pages before extraction and routing. Document Intelligence intermediate 5 commands Aliases: custom classifier, Document Intelligence classifier, classification model, page classifier Quick peek Open full term page

AI and Machine Learning premium Document Intelligence Azure AI Document Intelligence is a cloud service that uses OCR and machine learning to extract text, layout, tables, key-value pairs, and fields from documents. Document Intelligence fundamentals 5 commands Aliases: Azure AI Document Intelligence, Azure Document Intelligence, Form Recognizer, intelligent document processing Quick peek Open full term page

AI and Machine Learning premium Document Intelligence custom model A Document Intelligence custom model is a trained model built from representative labeled documents to extract fields from organization-specific document types. Document Intelligence intermediate 5 commands Aliases: custom extraction model, custom neural model, custom template model, trained custom document model Quick peek Open full term page

AI and Machine Learning premium Document Intelligence layout model The Document Intelligence layout model is a prebuilt model that extracts document text, tables, selection marks, structure, and layout information without custom training. Document Intelligence fundamentals 5 commands Aliases: layout model, prebuilt layout model, document layout analysis, layout analysis model Quick peek Open full term page

AI and Machine Learning premium Document Intelligence model A Document Intelligence model is a prebuilt, custom, composed, or classifier model used to analyze documents and return structured extraction or classification results. Document Intelligence fundamentals 5 commands Aliases: document model, prebuilt model, custom model, model ID Quick peek Open full term page

AI and Machine Learning premium Document Intelligence resource A Document Intelligence resource is the Azure AI service resource that provides the endpoint, keys, region, pricing tier, network configuration, and monitoring for Document Intelligence APIs. Document Intelligence fundamentals 5 commands Aliases: Azure Document Intelligence resource, Document Intelligence account, AI service resource, Form Recognizer resource Quick peek Open full term page

AI and Machine Learning premium Foundry resource A Foundry resource is the primary Azure resource for building, deploying, and managing generative AI models, agents, evaluations, and applications. Microsoft Foundry intermediate 5 commands Aliases: Microsoft Foundry resource, Foundry AIServices resource, AI Services Foundry resource Quick peek Open full term page

AI and Machine Learning premium Immersive Reader Immersive Reader is an Azure AI service that adds reading-comprehension features such as focused text display, read-aloud, translation, and grammar aids to applications. Azure AI services fundamentals 5 commands Aliases: Immersive Reader, immersive reader, immersive-reader Quick peek Open full term page

AI and Machine Learning premium Key phrase extraction Key phrase extraction controls how text-mining workloads turn comments, claims, documents, and support tickets into searchable phrases for search, analytics, routing, and review. Teams see it in azure ai language resources, azure ai search skillsets. It is not keyword search, entity recognition, sentiment analysis, embeddings, semantic ranking, or manually authored metadata tags; confusing them can create missing important topics, noisy tags. Use the term when reviewing access, monitoring, cost, recovery, or performance. It keeps architects, operators, security reviewers, and support teams focused on the same setting, resource, or behavior. Language and search enrichment Intermediate 5 commands Aliases: Azure Language key phrase extraction, key phrase skill, KeyPhraseExtractionSkill, key phrases Quick peek Open full term page

AI and Machine Learning premium Abuse monitoring Abuse monitoring is the safety layer that looks for harmful or policy-violating use of AI services. It is not a performance feature; it exists to help detect misuse, protect the service, and support responsible operation of model deployments. Azure OpenAI intermediate 4 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Custom document model an Azure AI Document Intelligence model trained or built for a team’s specific document layout, fields, and extraction needs. Document Intelligence fundamentals 4 commands Aliases: Document Intelligence custom model, custom extraction model, custom neural document model Quick peek Open full term page

AI and Machine Learning premium Custom Vision an Azure AI service for building, training, publishing, and improving custom image classification models from labeled images. Azure AI Vision fundamentals 4 commands Aliases: Azure AI Custom Vision, Custom Vision Service, custom image classifier Quick peek Open full term page

AI and Machine Learning premium ID document model ID document model is a prebuilt Azure AI Document Intelligence model that extracts fields from identity documents such as passports and driver licenses. Document Intelligence intermediate 4 commands Aliases: id document model, ID document model, Identity document model, Prebuilt ID document model, prebuilt-idDocument Quick peek Open full term page

AI and Machine Learning premium Image Analysis Image Analysis is an Azure AI Vision capability that uses pretrained models to extract visual features, text, people, objects, tags, and captions from images. Azure AI Vision intermediate 4 commands Aliases: Analyze Image, Azure AI Vision Image Analysis, Computer Vision Image Analysis, image analysis, Image Analysis Quick peek Open full term page

AI and Machine Learning premium Bounding region A bounding region is Document Intelligence output that identifies an element location by page number and polygon coordinates on the page. Document Intelligence fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Content Understanding Content Understanding is documented by Microsoft as part of the Azure AI services area in Azure. Azure AI services intermediate 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Conversational language understanding A AI platform capability in Azure AI services that helps teams build, secure, observe, and govern intelligent applications with clearer ownership, safety, and operational context. Azure AI services fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Custom question answering an Azure AI Language capability for building a project that answers user questions from curated sources, question pairs, and deployed knowledge bases. Azure AI Language fundamentals 3 commands Aliases: CQA, Azure AI Language custom question answering, question answering project Quick peek Open full term page

AI and Machine Learning field-manual-complete Layout model A layout model in Azure AI Document Intelligence analyzes a document structure and returns extracted text, tables, selection marks, paragraphs, roles, and layout information. Microsoft Learn describes layout capabilities for prebuilt extraction, Markdown or text output, and search enrichment scenarios that need structured document content. Document Intelligence fundamentals 12 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning field-manual-complete Language detection Language detection is a prebuilt Azure Language capability that identifies the predominant language of submitted text. It returns a language name, code, confidence score, script name, and script code, supports more than 100 languages in primary scripts, and can use country hints for ambiguous input. Azure AI services intermediate 8 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning verified Optical character recognition Optical character recognition is an Azure AI capability that extracts printed or handwritten text from images and documents. In Azure Vision and Document Intelligence, Read OCR returns text lines, words, locations, confidence scores, languages, and document-aware structure for downstream search, automation, and analysis. AI platform and search intermediate 7 commands Aliases: OCR, Optical Character Recognition, Azure OCR, Azure AI Vision OCR, Document Intelligence Read, text extraction from images Quick peek Open full term page

AI and Machine Learning verified Prompt Shields Prompt Shields is a Microsoft Foundry and Azure AI Content Safety capability that detects adversarial inputs against language-model applications. It covers direct user prompt attacks and indirect document attacks, helping apps identify attempts to override instructions, exfiltrate data, or manipulate model behavior before generation. Azure AI services intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning field-manual-complete Translator service The Translator service is the Azure AI service resource and API surface that provides Translator capabilities to applications. It supplies endpoints, keys or token-based authentication, regional configuration, usage limits, and management settings for text translation, document translation, custom translation, monitoring, and secure integration. Azure AI services fundamentals 6 commands Aliases: Azure AI Translator service, Text Translation service, Translator resource, translation service resource, Cognitive Services Translator Quick peek Open full term page

AI and Machine Learning complete Speech service Microsoft Learn describes Azure Speech as a service for recognizing speech, synthesizing speech, translating speech, transcribing conversations, and integrating speech capabilities into applications or bots. In Azure, teams manage the Speech resource, endpoint, keys, networking, and usage controls. and monitoring responsibilities. Azure AI services fundamentals 6 commands Aliases: Azure Speech, Azure AI Speech, Speech resource, SpeechServices account Quick peek Open full term page

AI and Machine Learning field-manual-complete Language service Azure Language is a cloud-based Azure AI service for natural language processing. It provides core text analysis capabilities such as language detection, PII detection, named entity recognition, text analytics for health, and other features through Microsoft Foundry, REST APIs, client libraries, containers, and agent tools. Azure AI services fundamentals 5 commands Aliases: No aliases yet Quick peek Open full term page