Save hours of manual reviewing of data reports using Lineos AI. Ask Lineos AI what you need, get instant results ranked by business relevance. Find angles and templates in seconds. No special syntax. No field name memorization. Just plain language.

How It Works

Open the search page and toggle to AI Search at any time. Type what you're looking for in plain language, Lineos AI understands your intent, translates it into a search, and returns the most relevant angles and templates ranked by what matters most.

Natural Language, Zero Friction: Try "Show me items where stock status is blocked" or "Find angles related to SAP transaction VA03." No filter syntax. No exact naming rules. AI figures out where to look and what you mean.

Intelligent Ranking & Smart Suggestions: Results are ranked by exact name matches first, then by business relevance. Lineos AI also analyzes your results and suggests follow-up refinements ,"Filter by creation date?" "Include private templates?" to help you narrow down instantly.

Handles Edge Cases Like a Pro: Misspell something? Type a SAP transaction code instead of an angle name? Forget the exact field name? AI Search catches typos, translates transaction codes (VA03, MM02, etc.), and delivers results anyway. It's like having a search expert in your corner.

One Conversation, One Session

Start an AI Search, ask a question, get results. Then refine "Only show validated angles" or "Sort by when it was last created." Lineos AI remembers your entire conversation and builds on what you already asked. The conversation history persists as long as you stay in AI Search. Switch between classic search and AI Search anytime. Close AI Search? The conversation resets and you're back to classic search giving you complete control over how you work.

When to Use AI Search

• Looking for an angle but not sure of the exact name describe what you need and AI Search finds it.
• Want to filter by something specific (stock status, created date, owner) without remembering filter syntax.
• Searching with minimal information an SAP transaction code, a vague description, or just a hunch about what exists in the system.
• Iterating on results through conversation asking follow-ups and refining deeper without starting over from scratch.

Enabled by Default

AI Search is available to all users and enabled by default. Users can toggle it on or off in their User Settings at any time. Both classic search and AI Search remain side by side you choose which way works best for your workflow.

Your Data Stays Yours : AI Search does not share your company data, SAP records, or angle/display contents with external services. Only metadata and configuration information such as angle and display names, descriptions, and structure — are used by the AI to understand your search intent and rank results. All analysis happens within your secure environment.

Find what you're looking for in a Faster, Smarter way. Transforming raw SAP data into clear, actionable insights. Make smarter decisions faster without the manual analysis burden.

How It Works

Open an Angle Display and click the new AI Analysis tab in the left panel. You have two ways to get insights:

• Start AI Summary for an instant overview of the entire dataset patterns, anomalies, cost-saving opportunities, and data quality issues all in one summary.

• Ask Lineos: Type your own question directly, like "Show me the top 5 materials with blocked stock sorted by value" and get targeted analysis based on your specific request.

Lineos AI highlights patterns, suggests follow-up questions, and guides your investigation deeper. Better yet: as long as you stay within the Angle, the conversation history persists across all displays in that Angle. Switch between different displays while building on previous insights — no need to re-explain your focus. Once you navigate away from the Angle, the conversation resets.

Personalize to Your Role

Every analysis reflects your priorities through two levels of customization:

• Set User AI Instructions in your settings for example, "Analyze data as a Supply Chain Manager focused on waste reduction" or "Always format summaries as tables." These apply automatically to every analysis you run.

• Add Display AI Instructions to specific displays such as "Always rank materials by blocked stock value" on a procurement display. These are shared with colleagues using the same display, ensuring consistent analysis across your team.

Automated Intelligence That Arrives in Your Inbox

• Schedule Lineos AI summaries to run daily, weekly, or monthly. AI-generated insights arrive in your inbox or in-app as part of an automated task, complete with a deep link that opens the display with the AI Analysis panel pre-loaded. No navigation required. Perfect for supply chain managers tracking KPIs, finance teams monitoring spend trends, or procurement teams staying on top of bottlenecks — all without lifting a finger.

Smart Data Awareness and Admin Control

• Lineos AI is built for the real world. When you modify a display after an analysis adding columns, changing filters, refining scope Lineos AI detects the change and notifies you that the previous summary may be out of date, inviting you to refresh.

• Administrators control access via Model Role privileges enable or disable the feature per user. Employees can also opt out in their user settings. Your data, your rules.

Transform insight into action instantly.

Angle History Reporting is now generally available. Built on early adopter feedback, this release includes significant improvements to workflow, usability, and security. Create your own history objects in Angles to capture how your critical data changes over time—without waiting for standard enhancements.

What's New in GA

We've listened to early adopters and delivered major workflow and usability upgrades:

Guided Workflow from Pivot to Object Creation — Start from your angle pivot and navigate directly through task creation and management. The workflow automatically registers history tables as model sources and provides step-by-step guidance until your object type is ready in the Designer Workbench.

Direct Deep Links Between Components — Navigate seamlessly between angle pivot and IT Management Console tasks without searching. Bidirectional links keep you on track throughout the setup process.

Model Privilege Control — Safeguard Angle History creation with dedicated privilege checks, ensuring only authorized users can build history objects.

Smart Schedule Options — Advanced scheduling now gives you flexible task scheduling, from time-based to event-driven patterns.

Visual Polish — Day selection boxes, currency denomination metadata, and corrected UI states across the entire experience.

Accurate Timestamps — History tables now use model date for timestamp columns, aligning with your actual data timing.

This is production-grade software. Start building history objects with confidence. Check the individual release notes for complete details on each improvement.

Managing displays with many columns has been improved with multi-select support for column operations. Users can now select multiple column headers simultaneously using standard Ctrl+Click (individual toggle) or Shift+Click (range selection), with selected columns visually highlighted.

Once columns are selected, users can drag any one of the selected headers to a new position to reorder all selected columns together — maintaining their relative order — or drag to the "Drop here to remove this column" zone to delete all selected columns at once. Undo is supported for bulk operations.

Existing single-column drag-and-drop behavior is unchanged.

Setting up Angle History Reporting now follows a streamlined, guided workflow that eliminates friction at each step. Start from your angle pivot and navigate directly through task management and automatic registration—no manual handoffs or duplicate work required.

Direct Navigation from Pivot — Click the Angle History task link in the pivot and navigate directly to the specific task in IT Management Console. No more searching through lists; the right task opens immediately in edit mode.

Automatic Model Source Registration — When you create and schedule an Angle History task, the table is automatically registered as a model source. The manual step in Designer Workbench is eliminated.

Bidirectional Deep Links — From the Angle History task in IT Management Console, a link shows the related pivot Angle Display. Click to return directly to that display—seamless navigation in both directions.

Clear Workflow Guidance — Updated helptext throughout the workflow clarifies each step and links to comprehensive documentation, keeping you on track from start to finish.

This guided flow shortens setup time and reduces the potential for configuration errors, letting you focus on configuring your object type and starting history tracking.

Creating a new Object Type now requires less effort to find and select the right source table. The table selection dialog has been improved to help you navigate large table lists more efficiently.

Filter by Table Group — Pre-select a table group to narrow the available tables before searching, making it faster to locate the correct table.

Wider Selection Area — Table names and descriptions are now fully visible without truncation, giving you complete information at a glance.

Expanded Results — Search results now display more entries at once, reducing scrolling and making browsing smoother.

When creating Angle History tables from pivots containing currency values, the currency denomination metadata is now preserved. Users can create historical snapshots of financial data while maintaining the full context of currency information.

Key Capabilities

• Select pivots with currency values (e.g., Material Value showing amounts in USD)
• Create Angle History tables that retain currency denomination in the resulting Historical object
• View historical data in Angle History Basic Lists with full currency context

What's New

Custom object users can now set any template angle as the default template for their custom classes directly in the Web Client. A simple workflow lets users mark an angle as the default template, with confirmation to prevent accidental overwrites.

How to Assign a Template

1. Open an angle on a custom object in the Web Client and create your template angle
2. Save the angle with the option "Set as template for custom class"
3. Confirm the dialog to assign this template as the default for the class
4. Any previous template assignment is automatically reset
5. New angles created on that custom object will use the template fields by default

Key Benefits

Simplified Workflow – Set templates directly from the Web Client without visiting Designer Workbench 
Consistent Experience – Custom and standard objects now have identical template assignment options 
Time Saving – New angles auto-populate template fields, eliminating manual field selection

What's New

Custom objects in Angles for SAP now support descriptions, matching the functionality of standard SAP objects. Add, edit, or auto-generate descriptions directly in the Designer Workbench to improve clarity and usability across your custom object library.

How to Add a Description

1. Go to Designer Workbench, select model, select object type, select Edit Helptext
2. Enter your text with optional formatting (same options as Angle/Display descriptions)
3. Save — or use AI Auto-Generate (available only when no description exists) to create one automatically
4. Commit your changes — descriptions on custom objects become available after commit and refresh
5. Descriptions appear in the right panel during Angle creation, just like standard objects

Key Benefits

Consistent Experience – Custom objects now behave like standard objects 
AI Auto-Generation – Reduce manual documentation effort with automatic description creation 
Better Discoverability – Clear descriptions help users understand object purpose and usage

What's New

Designer Workbench object type creation is now faster and more intuitive. ID field selection and ordering are consolidated into a single interface, eliminating the need for separate panels.

Key Capabilities

• Select and order ID fields in one place with an Order column featuring up/down arrows—no separate "Order ID fields" panel
• Pin ID fields to the top of the grid with "Add to ID"; they auto-lock to prevent accidental removal
• Custom ID field order is preserved when adding or removing fields; new fields append to the bottom
• View ID order inline (read-only) on the Edit Object Type screen
• Non-blocking ID uniqueness warning alerts you when time/date fields aren't included in your ID, preventing duplicate records
• Submit confirmation dialog displays your complete configuration before saving

Administrators and performance analysts can now quickly identify display filters with excessive values using the new "Total Filter Value Count Per Operator Per Step ID" field in the EA4IT Filters and Jumps object.

Counts distinct filter values per operator within each query Step ID 
Queryable and filterable in angle history reporting and EA4IT analytics 
Supports all standard filter operators (Contains Substrings, Matches Pattern, Equals, Contains, etc.) 
Enables identification of filters exceeding performance thresholds for optimization

What's New

A new "Include AI Summary" field has been added to the Automation Task Actions object, allowing users to control whether AI-generated summaries appear in analysis outputs. A corresponding "# Actions per User per Datastore" display template enables admins to view action distribution across all datastores, including the AI Summary datastore.

New Angle Description Language and Display Description Language fields have been added to the EA4IT model in the objects Angles and Displays to provide administrators with visibility into which languages have maintained descriptions. These fields automatically display available language translations (e.g., "English, Dutch, German, Spanish"); when blank, no descriptions are available in any language. A new display has also been added to both the template Angles and template Displays to provide immediate insight into the available languages for each angle and display, with published and shared angles and displays taking priority for language maintenance updates.

Maintaining descriptions in multiple languages significantly improves findability for users searching in their preferred language. To create descriptions in different languages, use the Add AI Description feature in the Angle/Display description popup, or enable the user setting ‘Generate AI Description on Angle/Display Save’ to automatically create AI descriptions in your user language whenever you save an angle or display.