Microsoft Threat Intelligence analyzes the LiteLLM 1.107.0 compromise, including Python startup hooks, credential theft, remote code loading, detections, and mitigations. The post Inside the LiteLLM 1.107.0 supply chain compromise: Credential theft through Python startup hooks appeared first on Microsoft Security Blog.
Type
Announcements
Tags
Microsoft Security Blog, Supply chain attack
AI analysis
Medium priority · generated by qwen2.5:7b · verify against the original
Hello Windows Insiders, Today, we’re releasing new Windows 11 Insider Preview builds to the Beta and Experimental channels. New builds this week Select your channel below to view its release notes: Beta: The post Announcing new builds for 23 October 2026 appeared first on Windows Blog.
Type
Announcements
Tags
Windows Experience Blog, PC, Windows Insider Program
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Windows · verify against the original
Dynamics 365 Finance introduces a unified e-invoicing integration framework, allowing external providers to implement their own integrations without Microsoft maintaining provider-specific connectors.
The unified extensible e-invoicing integration framework extends the existing Electronic Invoicing service by introducing: A unified outbound and inbound document model (based on international standards such as UBL and PEPPOL). A standardized submission and response pipeline and API for e-invoicing documents and related statuses. A clear extensibility model that allows external ASPs, ISVs, Microsoft partners, and customers to implement their own integrations without requiring Microsoft to build or maintain provider specific connectors. With this framework, Microsoft defines the data (format) c…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Finance, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Microsoft is introducing AI resources for Copilot extensions in Dynamics 365 Business Central, simplifying AI integration and management for publishers and customers.
Using the AI resources provides several benefits: Reduced operational overhead: Avoid the need to handle infrastructure management, updates, monitoring, troubleshooting, or maintenance of custom Azure OpenAI subscriptions. This benefit frees up resources to focus on core business operations and provides value-adding intellectual property (IP) to customers. Simplified onboarding: Quickly integrate AI capabilities into your solutions without having to navigate the complexities of setting up and managing your own Azure OpenAI subscription. Improved reliability: Proactive scaling, throttling, load…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Business Central, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Dynamics 365 Customer Insights now allows setting expiration dates on messages in journeys, ensuring communications remain relevant. This feature is automatically enabled for admins/makers/marketers.
Set an expiration date on any message in your journeys (emails, text messages, push notifications, or custom). Choose from different expiration options (no expiry, expiration based on a date and time, or a trigger). Review analytics to understand which customers didn't receive messages due to expiration dates. Scenario: Contoso specializes in hosting virtual events and webinars for their customers. They have a customer journey designed to promote upcoming events, send reminders, and offer exclusive discounts to attendees. Contoso sets expiration dates on event reminder messages. This ensures t…
Type
M365 Roadmap
Tags
Launched, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Customer Insights - Journeys, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Most systems of record have data stored in data structures that allow you to easily extract information about the analyzed entity (case-level data) and historical changes on those entities (event-level data). The attributes are also stored in a normalized form. The single-table approach to event log creation requires you to do inefficient transformations. With this feature, Power Automate Process Mining supports the case-event entity-based data structure plus a normalized form of attributes. This speeds up the ingestion process in both the transformation and import to process model phases and …
Type
M365 Roadmap
Tags
Launched, General Availability, Preview, Worldwide (Standard Multi-Tenant), Power Automate, Web
AI analysis
Low priority · generated by qwen2.5:7b · verify against the original
Power Automate now allows exporting object-centric process mining data directly to Microsoft Fabric, enabling integration with other analytics tools and data sources.
This feature allows seamless integration with Microsoft Fabric for enterprise-wide analytics. It enables direct publishing of object-centric process mining (OCPM) results into Microsoft Fabric semantic models, making process intelligence data available throughout the Microsoft analytics ecosystem. Key capabilities include: Semantic model publishing: Export OCPM analysis results, including objects, events, relationships, and attributes, directly to Fabric as structured semantic models. Multi-object support: Preserve the rich, object-centric structure of your process data, maintaining relationsh…
Type
M365 Roadmap
Tags
Launched, General Availability, Preview, Worldwide (Standard Multi-Tenant), Power Automate, Web
AI analysis
Low priority · generated by qwen2.5:7b · verify against the original
Power Pages now supports secure site ownership transfer, allowing existing site owners or global administrators to assign ownership to another valid user within the tenant. This feature is automatically enabled for admins/makers/marketers and will be generally available in September 2026.
Power Pages now supports secure site ownership transfer for eligible sites. Existing site owners and global administrators can assign ownership to another valid user within the tenant without requiring manual intervention from support. The new owner must be a valid user with appropriate access to the environment. Every ownership transfer is recorded in an auditable history, including the previous owner, new owner, initiating user, and timestamp. Notifications are sent to the previous owner, the new owner, and administrators to ensure transparency and continuity and the changes get logged into …
Type
M365 Roadmap
Tags
Launched, General Availability, Preview, Worldwide (Standard Multi-Tenant), Power Pages, Web
AI analysis
Low priority · generated by qwen2.5:7b · verify against the original
Dynamics 365 Finance Electronic Reporting (ER) has received several enhancements, including support for BCC recipients, GS1 barcode generation, and new integer arithmetic functions. These updates improve document distribution and formula writing in ER.
Electronic Reporting (ER) is the configurable engine you use to author and run business documents—invoices, statutory reports, VAT declarations and payment files, and more. In 10.0.48 and 10.0.49 Microsoft delivered a set of general enhancements that respond directly to the most highly voted ideas on the Microsoft Idea portal and to recurring partner/customer requests. The enhancements remove long-standing workarounds, expand what ER formats can express out of the box, and modernize commonly used destinations. You can now: Send generated documents to silent (BCC) recipients straight from ER. P…
Type
M365 Roadmap
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), Dynamics 365 Finance, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Dynamics 365 Supply Chain Management has been updated to support multiple data inputs for demand forecasting, enhancing forecast accuracy and aiding in supply chain optimization.
Demand planning in Supply Chain Management helps you forecast demand using diverse data sources and signals. The latest updates enhance forecast accuracy, enabling you to optimize your supply chain and improve financial outcomes. New capabilities include: Support for multiple signals: Define multiple input signals such as inflation or weather-related measures and apply the XGBoost forecast algorithm. XGBoost assesses correlation, analyzes the impact of each signal against historical sales data, and incorporates these insights into the forecast result. New forecast algorithms: Use algorithms li…
Type
M365 Roadmap
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), Dynamics 365 Supply Chain Management, Web
AI analysis
Medium priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Dynamics 365 Customer Insights introduces new PowerFx functions for text, numbers, and dates to enhance message personalization without changing the data model.
Apply a variety of PowerFx functions to text, numbers, and dates in messages. Text functions include concatenation, change case, trim, substitute, and replace. Number functions include arithmetic calculations, rounding, and formatting. Business Value: Enhance personalization by transforming data directly within your messages using PowerFx expressions. Standardize customer names (for example, convert to proper case), format dates and numbers for different regions, and perform simple calculations such as days until expiration or suggested donation amounts based on prior activity. These capabilit…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Customer Insights - Journeys, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Dynamics 365 Supply Chain Management introduces same-batch selection for raw materials, ensuring consistent consumption in production and batch orders. This feature is available in version 10.0.49 and will be further enhanced in future updates.
This feature ensures that raw materials consumed by production orders and batch orders all come from the same batch. Process and discrete manufacturers can use it together with related production-control capabilities that govern how raw materials are allocated to a production order. Product designers and production engineers can set the same-batch requirement at the released-product level so that it applies by default everywhere the item is consumed. They can optionally fine-tune it for individual bill of materials (BOM) or formula lines where a different rule is appropriate. Production planne…
Type
M365 Roadmap
Tags
Launched, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Supply Chain Management, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Dynamics 365 Customer Insights introduces a new MCP server that allows AI agents and chat experiences to access and understand customer insights, enhancing AI accuracy and providing more unified customer data.
The Customer Insights MCP server allows AI agents and chat experiences to access and understand insights generated by Customer Insights - Data. The Customer Insights MCP server uses the industry-standard MCP architecture to securely share unified profiles and insights with AI agents and chat experiences, providing the data context so AI agents can do their best work. AI tools can use the Customer Insights MCP server to: Resolve Dataverse contacts and leads to their unified customer profile. Access extended customer information unified by Customer Insights - Data from external sources not avail…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Microsoft Copilot (Microsoft 365), Dynamics 365 Customer Insights - Data, Web
AI analysis
Medium priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Developers often depend on custom JavaScript and fragile Document Object Model (DOM) manipulation to hide fields, update values, or trigger actions, an approach that easily breaks when page structures change, drives up maintenance costs, limits scalability, and leads to inconsistent experiences. Power Pages Client APIs address these challenges by offering stable, documented, and supported methods to interact with components, reducing risk, improving maintainability, and accelerating development. The Power Pages Client APIs (Preview) provide a JavaScript interface for controlling UI components …
Type
M365 Roadmap
Tags
Launched, General Availability, Preview, Worldwide (Standard Multi-Tenant), Power Pages, Web
AI analysis
Low priority · generated by qwen2.5:7b · verify against the original
Dynamics 365 Finance adds a diagnostic tool to detect corruption in budget control tracking data, helping finance users identify issues before running repair actions.
Budget control tracking data can become difficult to analyze when the underlying budget source is missing or when relieving relationships between commitments and relieving documents are broken. These conditions can make it harder for finance users to understand why budget control data does not reconcile as expected and where repair should begin. With this feature, Dynamics 365 Finance adds diagnostic capability to Budget control data maintenance. The diagnostic is designed to detect corrupted budget tracking data patterns before users run repair actions and highlight budget-controlled document…
Type
M365 Roadmap
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), Dynamics 365 Finance, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Branded content links allow setting up vanity links in Dynamics 365 Customer Insights, improving link visibility and trust in emails and other hosted assets.
With branded content links, you can: Set up your vanity link (or custom link) in the domain authenticator. Once authenticated, your vanity domain will be visible in: All links in your emails. Hosted digital assets, forms, event registration pages, and your preference center. Scenario A retail brand launches a holiday campaign featuring special bundles and limited‑time offers. Instead of using long, generic tracking URLs, the team enables branded content links. Every email now displays clean, trustworthy links using the company’s own domain. Customers feel more confident clicking through, resul…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Customer Insights - Journeys, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Admins can enable the next best actions feature in the Customer Service admin center, which provides service representatives with recommended actions and knowledge articles.
An administrator can enable this feature for the entire organization in the Customer Service admin center. Turning on next best actions populates the Copilot pane with actions that service representatives can use. Important case attributes are consolidated in one place as the representative gathers information through back-and-forth exchanges with the customer. Knowledge articles are suggested so representatives can dig deeper and understand the reasoning behind the recommendations. Business Value: Next Best Action (NBA) allows service representatives to perform a suite of Copilot-powered acti…
Type
M365 Roadmap
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), Microsoft Copilot (Microsoft 365), Dynamics 365 Customer Service, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Administrators can now configure AI-powered callback profiles in the Copilot Service admin center to manage customer callbacks for Dynamics 365 Contact Center queues.
Customer-first direct callback introduces a configurable, AI-powered experience managed through "callback profiles" in the Copilot Service admin center. Administrators define a callback profile—including greeting message, alternate number capture, callback offering window, retry logic, and AI agent selection—and associate it with queues under overflow handling. For each queue where direct callback is chosen as an overflow action, the administrator also must select a callback profile to ensure a customized callback experience for the queue. Business Value: Customer-first direct callback gives y…
Type
M365 Roadmap
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), GCC, GCC High, DoD, Microsoft Copilot (Microsoft 365), Dynamics 365 Contact Center, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
You can now export work queue items directly from the Automation Center portal. A new option available in the Work Queues experience lets you download items as a CSV file. This capability allows you to access work queue data in a portable format for further analysis, reporting, or integration with other tools, without needing to rely on external APIs or custom solutions. Business Value: This feature lets you quickly export work queue data from Automation Center into a CSV file, so you can dig deeper into analysis, create custom reports, and share insights across your teams. It helps you boost …
Type
M365 Roadmap
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), GCC, GCC High, DoD, Power Automate, Web
AI analysis
Low priority · generated by qwen2.5:7b · verify against the original
Dynamics 365 Supply Chain Management now includes generative insights with a new trend metric for demand planning, helping users identify patterns and improve forecast accuracy.
Generative insights for Demand planning in Dynamics 365 Supply Chain Management help you analyze sales history and forecast data across dimensions like product and location. With general availability, generative insights now include a new metric: trends. The system dynamically clusters data based on detected patterns, such as high trending, medium trending, relative flat, and declining trend. You can view aggregated values by selected dimensions or drill down into detailed values for each planning object. Business Value: Generative insights in Demand planning help you identify patterns like se…
Type
M365 Roadmap
Tags
In development, General Availability, Worldwide (Standard Multi-Tenant), Microsoft Copilot (Microsoft 365), Dynamics 365 Supply Chain Management, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Dynamics 365 Customer Insights - Data can now be accessed directly in Microsoft Fabric OneLake, making it easier to share and use unified customer profiles and insights across different departments.
Unified profiles and insights are only useful when you can act on the data. If you use Microsoft Fabric, Customer Insights - Data makes it easier to share valuable unified profiles and insights directly in OneLake. You can add those insights to your core analytics and downstream processes. Scenario: Contoso has multiple departments with distinct systems and data requirements. After creating shortcuts in Fabric OneLake to all their Customer Insights - Data profiles and insights, the entire Contoso organization can leverage the unique advantage of customer 360-degree profiles across all the work…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Customer Insights - Data, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original
Microsoft Dataverse introduces coding agents that can automatically create solutions and tables based on natural language prompts, reducing the need for manual UI-based configuration.
Build Dataverse solutions by using coding agents with natural language prompts. For example, "I'm building a recruiting system for Zava Construction. I need tables for Positions, Candidates, Interviewers, Interviews, and Feedback - with lookups, a many-to-many relationship between Candidates and Positions, and a self-referential interview chain. Create everything in a Zava Recruiting solution, load sample data, and show me which candidates are currently interviewing." From this prompt, the agent autonomously: Discovers your Dataverse environment and configures MCP. Creates the solution by usin…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Microsoft Copilot (Microsoft 365), Microsoft Dataverse, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Microsoft 365 / Office · verify against the original
Administrators can now manage Dynamics 365 Contact Center user access through Microsoft Entra ID security groups, simplifying role assignments and reducing administrative overhead.
Administrators configure team-based access for representatives through Microsoft Entra ID security groups. They link an Entra security group to a Dataverse team of type Microsoft Entra ID Security Group and assign at the team level the required security roles such as: Basic user Customer Service Representative Omnichannel agent Every member of the linked group inherits the roles automatically with no per user role assignment, including: Queue participation Presence Conversation handling When a representative belongs to more than one team, they receive the combined privileges of their teams. Ex…
Type
M365 Roadmap
Services
Entra ID
Tags
Launched, General Availability, Worldwide (Standard Multi-Tenant), Dynamics 365 Contact Center, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365, Entra ID · verify against the original
Power Pages MCP server allows makers to expose site data and operations through a secure API, enabling natural language interactions with AI clients. This is available in a public preview and will be generally available in January 2027.
Power Pages MCP server enables makers to expose site data and operations through a secure, standardized interface compatible with AI clients. In the public preview release, makers can enable Create, Read, Update, Delete (CRUD) operations via the site’s Web API layer without writing custom code. Makers can provision the MCP server endpoint through site settings, allowing customers to securely interact with site data or perform operations using natural language queries through popular AI chat clients. Business Value: Power Pages MCP server empowers you to transform site data and operations into …
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Microsoft Copilot (Microsoft 365), Power Pages, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Microsoft 365 / Office · verify against the original
Marketers can now edit and republish segments in Dynamics 365 Customer Insights without interrupting ongoing journeys, providing more flexibility and agility in campaign management.
For any segment, even those used in live journeys or other segments, marketers can edit and republish them to make changes. Changes won't take effect until the segments are published, giving marketers control over the timing of the changes. These changes are picked up at the next recurrence for recurring journeys and new additions are applied in real time for ongoing journeys. Business Value: Campaigns often require adjustments after launch, such as refining target audiences based on analytics or changing business needs. Now marketers can make quick updates to segments without having to remake…
Type
M365 Roadmap
Tags
In development, General Availability, Preview, Worldwide (Standard Multi-Tenant), Dynamics 365 Customer Insights - Journeys, Web
AI analysis
Low priority · generated by qwen2.5:7b · possibly affects Dynamics 365 · verify against the original