IntuigenceAI Fabric workload documentation

Overview

IntuigenceAI Industrial AI Workers is a Microsoft Fabric workload published by IntuigenceAI. It brings AI-powered Synthetic Engineers directly into your Fabric environment, enabling industrial teams to analyze P&ID diagrams, query plant documents, and get expert-level insights — all without leaving Fabric.

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AI Synthetic Engineers

Deploy PhD-level AI engineers trained on industrial knowledge directly inside your workspace.

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P&ID Analysis

Analyze piping & instrumentation diagrams and understand equipment connections automatically.

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Knowledge Graph Catalog

Upload and index P&IDs, timeseries data, and documents into a structured knowledge graph.

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Grounded Responses

Every answer is backed by source citations from your own documents and plant data.

Preview Notice: This workload is currently in preview. Features and UI may change. Contact your admin to configure the workload for your organization.

How to Start the Workload

After logging in to Microsoft Fabric, navigate to Workloads in the left sidebar to find the IntuigenceAI workload.

Open the Workloads page

In the left sidebar, click Workloads. Locate IntuigenceAI (preview) and click Learn more.

Open the workload

Click Open in the "Get Started" panel. Select your workspace with a valid Fabric capacity.

Create a Data Catalog

Create a Data Catalog item to store and index your plant files (P&IDs, documents, timeseries).

Create an Intelligent Board

Create an Intelligent Board item and link it to your Data Catalog to start your first Agent Session.

Admin configuration required: The workload must be enabled by your Fabric administrator. If you see "Contact your admin to configure this workload", reach out to your IT or Fabric admin.

Creating a Data Catalog

A Data Catalog is the foundation of your IntuigenceAI deployment. It acts as a Knowledge Graph that stores and indexes all industrial files your AI workers will reference.

How to create a Data Catalog

From the workload detail page, click Data Catalog under Item Types. Fill in the creation dialog:

New Data Catalog

Name *

my-plant-catalog

Location *

Intuigence AI Dev▾

Data Catalog — File Management

Once created, the Data Catalog opens to the Home view displaying a file list under the Knowledge Graph section. Use + Add Data to upload new files.

10 per page 1–10 of 12 1/2 ‹ ›

Knowledge Graph

Intuigence Data Catalog

File name	Type	File size	Status	Uploaded
P&ID_0005.pdf	P&ID	0 B	In progress	16 Mar 2026, 17:29:37
P&ID_0004.pdf	P&ID	0 B	In progress	16 Mar 2026, 17:29:37
July-Sept-2025.xlsx	Timeseries	0 B	In progress	16 Mar 2026, 17:29:22
P&ID_0003.pdf	P&ID	666.6 KB	Success	16 Mar 2026, 17:28:56
P&ID_0002.png	P&ID	1.4 MB	Success	16 Mar 2026, 17:28:54
Non_P&ID_0008.pdf	Document	1.0 MB	Success	16 Mar 2026, 17:28:38
Non_P&ID_0007.pdf	Document	3.8 MB	Success	16 Mar 2026, 17:28:38

Supported file types

1

P&ID — Piping & Instrumentation Diagrams
Upload PDF or image-format P&ID sheets. The AI will automatically extract equipment tags, line numbers, and connections.
2

Timeseries — Operational Data (Excel / CSV)
Upload timeseries data exported from your historian or process control system. Supports .xlsx and .csv formats.
3

Document — General Documents
Upload equipment manuals, SOPs, maintenance records, and other non-P&ID PDFs. PAM will cite these in its answers.

File status

✓

Success
The file has been fully indexed and is available to PAM for querying and citation.
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In progress
The file is still being processed. Large or complex P&IDs may take additional time. Refresh the page to check the latest status.

Document Viewer

Click any file in the Data Catalog to open it in the built-in Document Viewer. The viewer shows the original document on the left and AI-extracted content on the right across five tabs.

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Review Extractions Raw Summary Details

Equipment Manual

Centrifugal Pump P-101A

Model: CP-500X | Serial: SN-2024-00847 | Rev: 3

1. General Description

The CP-500X centrifugal pump is designed for cooling water circulation in industrial process plants. It features a single-stage, end-suction design with a closed impeller for efficient fluid transfer.

2. Technical Specifications

· Flow Rate: 100 GPM (nominal), 120 GPM (max)
· Head: 80 ft TDH at design point
· Motor: 50 HP, 3-phase, 460V, 60 Hz, TEFC
· Speed: 3550 RPM

Equipment Manual · Centrifugal Pump P-101A · Model: CP-500X · Serial: SN-2024-00847 · Rev: 3

General Description: The CP-500X is designed for cooling water circulation. Single-stage, end-suction design with a closed impeller.

Technical Specifications

Flow Rate: 100 GPM (nominal), 120 GPM (maximum)
Head: 80 ft TDH at design point
Motor: 50 HP, 3-phase, 460V, 60 Hz, TEFC
Impeller Diameter: 8.5 inches
Suction: 4 inch, 150# RF flange
Materials: Casing – Cast Iron ASTM A48, Impeller – Bronze ASTM B584

1
Review
Displays the AI-structured extraction of the document, showing sections, key specs, and entities identified from the file.
2
Extractions
Shows raw extracted fields and key-value pairs pulled from the document by the AI engine.
3
Raw
The full unstructured text extracted from the document, useful for debugging or manual review.
4
Summary
A concise AI-generated summary of the document's key contents and purpose.
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Details
Metadata including file size, upload date, processing status, and catalog linkage information.

Analyzing P&ID Diagrams

P&ID files tagged as P&ID open in a dedicated diagram viewer with pan and zoom controls. The AI engine automatically parses the diagram to extract equipment tags, instrument loops, and pipe connections for use by PAM.

← Back

Zoom: + / −

Once a P&ID is indexed successfully, PAM can answer questions such as:

What are the upstream and downstream connections of equipment tag HX-301?
Which instruments are on line 6"-CS-3021?
List all pressure indicators on this P&ID sheet.

Intelligent Board

The Intelligent Board is an interactive canvas where your team collaborates with AI workers. It displays your connected data assets as visual nodes and provides a real-time chat panel with AI agents.

Creating an Intelligent Board

New Intelligent Board

Name *

operations-board-1

Location *

Intuigence AI Dev▾

Board canvas & AI chat

After creation, the board shows your linked Data Catalog files as draggable nodes on a canvas. The AI Plant Support Engineer chat panel opens on the right.

Add / Remove Files

Data: Intuigence Data Catalog

P&ID_0003.pdf

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P&ID

Non_P&ID_0008.pdf

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Document

✦ AI Plant Support Engineer

📹 🎤 ✕

@ai-plant-support-engineer Hey, can you help supporting my plant?

✔ Thinking Completed

Hi! I'm the AI Plant Support Engineer. How can I help you keep your units running safely and on-spec today?

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1
Canvas nodes
Each file from your linked Data Catalog appears as a node (P&ID or Document). You can drag, annotate, and arrange them on the canvas.
2
Mentioning agents
Type @ in the chat input to mention a specific AI worker directly, such as @ai-plant-support-engineer.
3
Add / Remove Files
Use the Add / Remove Files button (top right of the board) to manage which Data Catalog files are active in the current session.
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Canvas toolbar
The left toolbar provides tools for selection, panning, zoom, adding notes, drawing, shapes, text annotations, and comment threads.

AI Plant Support Engineer (PAM)

PAM is the primary AI worker available inside the Intelligent Board. PAM has access to your indexed Data Catalog and answers complex operational questions with grounded citations.

What you can ask PAM

You

What is the status of heat exchanger HX-301?

PAM

Based on the indexed P&ID and equipment documentation, HX-301 is rated for shell-side service at 150 psig / 300°F. [Source: P&ID Sheet 12-A, Rev 4 · Equipment Manual HX-301]

You

Show upstream and downstream connections for HX-301.

PAM

HX-301 receives feed from pump P-210 via line 6"-CS-3021 and discharges to separator V-402 via 4"-CS-3022. [Source: P&ID Sheet 12-A, Rev 4]

Grounded Responses & Source Citations

Every answer PAM gives is grounded — traceable back to your own industrial data. Each response includes citations in the format:

[Source: P&ID Sheet 07-B, Rev 2 · Equipment Manual CP-500X]

Click on citation references within the Intelligent Board to jump directly to the source document or P&ID sheet in the Document Viewer.

Compatibility & Requirements

✓
Microsoft Fabric (with valid capacity)
Requires a paid or trial Fabric capacity. Free capacities may have limitations.
✓
Lakehouse
Data Catalog items are compatible with Fabric Lakehouse for structured data ingestion.
✓
All workspaces
Available in any Fabric workspace once enabled by your admin.

Frequently Asked Questions

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Why do I see "Contact your admin to configure this workload"?
The workload must be explicitly enabled by a Fabric administrator in your organization's Admin settings.
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How long does indexing take?
Small documents index within seconds. Large P&ID PDFs or multi-sheet files may show In progress for several minutes. Refresh the Data Catalog to check the latest status.
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Can I upload image-format P&IDs?
Yes. .png, .jpg, and .pdf are all supported for P&ID files.
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What does "preview" mean?
The workload is functional but subject to change before general availability. It is covered by IntuigenceAI's preview terms of use.

Ready to get started?

Open IntuigenceAI in Microsoft Fabric and create your first Agent Session.

Open Microsoft Fabric →