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What's new in Microsoft Cloud for Manufacturing

This article provides details about the latest updates to Microsoft Cloud for Manufacturing. To see a comprehensive list of released and upcoming features, see the following resources:

November 2024

This article provides details about the latest updates to Microsoft Cloud for Manufacturing, Public Preview version 1.0.0. To see a comprehensive list of enhancements, releases, and bug fixes, see the following resources:

New Products Description Documentation
Factory Safety Agent in Copilot Studio Factory personnel can use a low-code, customizable agent designed for factory personnel safety. This agent offers features to streamline safety audits and personalize safety training for the workforce. Factory Safety Agent in Copilot Studio
Factory Operations Agent in Copilot Studio Factory managers and other users can access, query, and analyze operations data using a natural language interface. Factory Operations Agent in Copilot Studio
New Features Description Documentation
Bring Your Own Azure OpenAI resource You can choose to deploy the current version of Manufacturing data solutions using Azure and bring your own Azure OpenAI resource. Deploy Manufacturing data solutions in Azure AI
Feedback API Users are able to provide feedback on agent responses. Feedback API
Delete/Cleanup API Admins can delete and manage existing data. Cleanup Records API
Data versioning API Admins can create versions of data loaded into Manufacturing data solutions, having one version active at a time. Get Data Versions API
Reference architecture Reference architecture has been updated to reflect the current design. Manufacturing data solutions and Factory Operations Agent reference architectures

Performance improvements

Improvement Description
OPC UA Ingestion Ingestion rate with Standard_S4 is 700 events/second.
Stream Ingestion Ingestion rate with Standard_S2 is 200 events/second.
Telemetry data ingestion For telemetry data, Equipment Property is tied with Equipment. Therefore, Equipment Property ID should be the unique/primary key of that twin.
Support of multiple tags for OPC UA data ingestion For OPC UA, we now support multiple tags in the data payload.
OPC UA data ingestion improvements For OPC UA, each Equipment Property twin is linked with a particular Equipment twin and ID is the PrimaryKey for Equipment Property.
Note: Twin ID for Equipment Property is in the following format: <Equipment ID>_<Equipment Property ID>.
Updates to Open API specifications The enum values now have the string representation of their values instead of the previous number representation. For details of updates to the API, see OpenAPI specifications.

Agent improvements

Improvement Description
Validate API Validate API supports test queries as conversation.
Deletion of instructions Ability to delete single or multiple versions of instructions.
Enhancement of example creation API The new version of example creation API supports multiple examples in the payload. The prior version only supported a single example in the payload.

Security improvements

Improvement Description
Change in the use of secrets to managed identity The Function App resource now is secretless and uses managed identity.

Bug fixes

Fix Description
Batch Ingestion Renamed ROW ID to PrimaryKey.
Stream Ingestion Added a new column for PrimaryKey.
OPC UA data payload parsing fix Retrieves correct payload value.
Generate query language fix Fixed type casting issues.
Query fix Improved extraction of proper nouns from query.
Error code fix for throttling Report code for throttling exceptions is 429 instead of 500.
Consumption API fix for structured queries Consumption API supports reference data (e.g., External ref ID, MES ref ID, etc.).

Support changes

  • All prior versions of Manufacturing data solutions are deprecated. Any deployments prior to version 0.8 can't upgrade to the latest 1.0 version. A redeployment to the latest version is required.
  • Support for deployments in the East US region is being deprecated and revoked. Existing Manufacturing data solutions deployed in this region can't upgrade and need to be redeployed to a different region.
  • Pipeline V1 and V2 for Factory Operations Agent in Azure AI are removed. The current pipeline is V3.

Behavioral changes

  • Validation API for V3 pipeline in version 1.0 supports JSON payload instead of the file payload.

Apr 2024

Feature Documentation
Manufacturing data solutions in Microsoft Fabric (preview) Overview of Manufacturing data solutions in Microsoft Fabric (preview)

July 2023

Feature Documentation
International availability International availability of Microsoft Cloud for Manufacturing