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

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

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Documentation is outdated, hard to search, or siloed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.


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.

GENERATE MODULE
Transform data into usable content
Automatically create reports, SOPs, specs, and answers from existing internal knowledge.

Purpose-Built for Manufacturing, R&D, and?Maintenance
Spare Part Planning
Analyze system-wide quantity structures, export part lists, and track usage.
Digital Twin Navigation
Link documents and objects to 3D models and Omniverse views.
System Intelligence for Planners
Explore the plant’s structure, versioned history, and linked documents.
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
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