Document Intelligence add-on capabilities

In the Ultra Transcenders books

AI-103

Each book explains Document Intelligence add-on capabilities in context, with comparison tables and the common traps.

Terms in this definition

• Azure Document Intelligence in Foundry Tools

  Foundry Tool that pulls text and fields out of forms and documents using read, layout, prebuilt models (such as invoice and receipt) and custom models.

• Table options

  Set only at creation with OPTIONS, these key-value storage settings can't be altered or dropped afterwards; on Delta tables they also show up among the table properties.

• Query parameter

  Created through Manage Parameters, this named Power Query value can be referenced by queries, for instance to hold a server name. After publishing, people can edit its value in semantic model settings, although they can't add new ones there.

Related terms

• A5

  The highest Microsoft 365 plan for education, equivalent to E5 for schools and universities. It includes premium Purview and Defender capabilities, for example Endpoint DLP, Audit (Premium), Insider Risk Management and the premium eDiscovery features.

• Azure AI Face

  Foundry Tool limited to human faces: it detects them, verifies whether two match (1:1) and identifies a person from a group (1:many). Verification and identification are Limited Access features.

• Azure DevOps security group

  Groups like Readers, Contributors, Project Administrators and Project Collection Administrators that hand out permissions in Azure DevOps. Which features someone can use is decided separately by their access level: Stakeholder, Basic or Basic + Test Plans.

• Azure Firewall Premium

  Top Azure Firewall SKU, which builds on Standard with IDPS, TLS inspection, URL filtering and web categories; using those features requires a firewall policy on the Premium tier.

• Azure Language in Foundry Tools

  Foundry Tool offering natural language processing over existing text, such as sentiment, key phrase extraction, entity recognition, PII detection, summarisation and language detection. Prebuilt features work without training, and nothing new is generated.

• B2B

  Business-to-business features in Microsoft Entra External ID for working alongside partner organisations. Direct connect lets people share Teams channels with no guest account needed, whereas collaboration brings partners into your tenant as guests.

• Capacity

  A reserved block of compute for a tenant whose size is fixed by its SKU; Fabric F SKUs express it in capacity units (CUs). Workspaces assigned to it unlock features like Copilot, and from F64 upwards people with free licences can view Power BI content.

• CorrelationRemover

  Applied before training, this Fairlearn transformer cancels out the correlation that other features share with sensitive ones; you then need to train the model again.