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AI-Driven Knowledge Management
for Industrial Engineering

ContextClue using AI transforms CAD files, ERP data, and planning exports into structured, queryable knowledge graphs — powering smarter spare parts planning, system navigation, maintenance, and digital twin operations.

Intelligent Knowledge Management for Engineering Ecosystems

AI-powered virtual commissioning, enterprise search, knowledge graphs, and generative tools built for engineering, manufacturing, and technical teams

virtual commissioning for engineering and manufacturing - knowledge graphs

ContextClue is developed by Addepto — a top AI company trusted by

clients logo

Challenges We Solve

?Engineering Teams Waste Hours Searching, Syncing, and Rebuilding What Already Exists

Can’t find the right specification across thousands of files

Duplicate components across mechanical/electrical planning

Missing context between planning, design, and maintenance

No visibility into installed part usage across the plant

 

Documentation is outdated, hard to search, or siloed

 

Critical insights aren’t documented or shared

 

The Solution

Modular, Composable, Built for Your Workflow

?With three powerful engines, we break down silos and make technical knowledge easy to access and use, so your team can build, fix, and innovate without the guesswork.

Ingest Module

Retrive Module

Generate Module

INGEST MODULE

Bring your data together

Connect and unify content from PLM, CAD, SharePoint, ERP, ServiceNow, and more. Context-aware preprocessing included.

Ingest Module
Ingest Module

RETRIEVE MODULE

Search like an expert

AI-powered semantic search and chat interface tailored for engineering, manufacturing, and IT use cases.

RETRIEVE MODULE

Search like an expert

AI-powered semantic search and chat interface tailored for engineering, manufacturing, and IT use cases.

Ingest Module

GENERATE MODULE

Transform data into usable content

Automatically create reports, SOPs, specs, and answers from existing internal knowledge.

Ingest Module

Purpose-Built for Manufacturing, R&D, and?Maintenance

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Spare Part Planning

Analyze system-wide quantity structures, export part lists, and track usage.

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Digital Twin Navigation

Link documents and objects to 3D models and Omniverse views.

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System Intelligence for Planners

Explore the plant’s structure, versioned history, and linked documents.

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Maintenance Support

Quickly trace failures and access linked documents from equipment views.

Choose Your Deployment Path:

All-in-one or Modular

All-in-one Product

All-in-one product is ideal for organizations seeking comprehensive process improvements. It excels in standardizing workflows and supporting holistic knowledge management, making it a strong choice for end-to-end operational enhancement.

Modular Platform

The modular deployment is ideal for teams aiming to solve specific knowledge bottlenecks or enhance existing systems without disruption. It’s perfect for organizations that want to validate value before scaling and need flexible AI solutions that grow with their needs.

Bring Structure and Intelligence to Your Engineering Knowledge

?From R&D to the shop floor, ContextClue helps your team find, reuse, and act on technical knowledge faster.

Built to solve real-world problems

in complex environments

Predictive Maintenance 2.0: How Generative AI is Revolutionizing Manufacturing Efficiency

Mastering Standard Operating Procedures: What Is an SOP and Why It Matters

How can I buy your product?

Learn more about product ?

Blog

Read our articles ?

Open-Source

Check out our project on Github ?

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