Context Clue

Enterprise knowledge graph that turns scattered technical data into answers

Advanced API
Screenshot of Context Clue, Enterprise knowledge graph that turns scattered technical data into answers

What is Context Clue?

Context Clue is an AI search tool. ContextClue connects ERP, PLM, CAD, SharePoint and document repositories into a single knowledge graph with semantic search and RAG. It targets manufacturing, automotive and engineering teams that need trusted answers and generated documentation from scattered technical data, with cloud, on-premises or hybrid deployment.

ContextClue is an enterprise knowledge management platform from KMS Technology that pulls data out of documents, ERP, PLM, CAD systems, databases and other repositories and assembles it into one searchable knowledge graph. Large language models, semantic search and graph relationships sit on top of that index, so a user can ask a question in plain language and get an answer that accounts for how the underlying records connect to one another. The pitch is aimed squarely at the problem of scattered information rather than at general chatbot use. The product is built for engineering-heavy organisations: manufacturers, automotive suppliers, and teams that maintain machine manuals, maintenance records, SOPs, BOMs, requirements and quality data. In practice the platform ingests files (CAD, PDF, Excel, planning exports, code repositories and more than 20 further technical formats, with OCR for scanned archives), then exposes them through natural language retrieval and a knowledge graph. On top of retrieval it generates reports, technical documentation, SOPs and summaries from what it has indexed, which is where the Summaries angle comes in. Deployment is flexible by design. ContextClue runs as cloud, on-premises or hybrid, and the architecture is modular enough to start with a single component such as Ingest or Retrieve rather than a full rollout. KMS Technology positions it both as an internal delivery accelerator and as something that can be licensed standalone or bundled into Generative AI engagements, which places it closer to a consulting-led enterprise platform than to a self-serve SaaS tool. That positioning matters when comparing alternatives. ContextClue competes with enterprise search and retrieval-augmented generation stacks built in-house or assembled from cloud vendor tooling, and its differentiator is the packaged connectors, graph layer and deployment options rather than price or a free tier. Buyers should expect a scoped proof of concept and infrastructure planning before production.

How do you use Context Clue?

  1. 1Scope the pilot with the KMS Technology team
    ContextClue is sold through engagements rather than a signup form. Start by contacting the team and defining which dataset or business unit the pilot will cover.
    Context Clue — Scope the pilot with the KMS Technology team
  2. 2Pick the starting modules
    The modular architecture lets a first phase use only Ingest or Retrieve instead of the whole platform. Choose modules against the pilot scope rather than adopting everything at once.
  3. 3Connect enterprise sources
    Point the platform at the relevant systems and repositories, such as ERP, PLM, CAD stores, SharePoint, Confluence, Jira or file shares, using the available connectors and APIs.
  4. 4Index documents and scanned archives
    Run ingestion across PDFs, spreadsheets, CAD files and legacy scans. OCR and text extraction convert paper-based material into searchable content for the graph.
  5. 5Query in natural language and review outputs
    Once indexed, test semantic search and graph exploration on real questions, then check generated summaries and technical documentation against source records before relying on them.
  6. 6Review delivery case studies
    Read the published case studies to see how related KMS Technology and Addepto engagements were structured, which helps frame scope and success criteria for a larger rollout.
    Context Clue — Review delivery case studies

Pros and cons

Pros

  • Unifies ERP, PLM, CAD, SharePoint, databases and documents behind one semantic layerAI
  • Knowledge graph exposes relationships and dependencies that keyword search missesAI
  • Generates reports, SOPs and summaries directly from indexed enterprise contentAI
  • Cloud, on-premises and hybrid deployment options suit strict security requirementsAI
  • Modular design allows a narrow pilot on Ingest or Retrieve before a full rolloutAI

Cons

  • No published pricing, so cost can only be established through a sales conversationAI
  • Deployment resembles an enterprise SAP or private cloud project, not a quick signupAI
  • No self-serve trial; evaluation depends on a scoped pilot with the vendorAI
  • Value is concentrated in engineering and industrial data, with little appeal outside those sectorsAI

How much does Context Clue cost?

Integrations

Connectors and APIs cover ERP, PLM, CAD, SharePoint, Confluence, Jira, Slack, Microsoft Teams, Google Drive, databases and document repositories, plus more than 20 technical file formats.

Features

Core capabilities include AI-powered semantic search that matches on meaning rather than keywords, a knowledge graph linking data across enterprise systems, and connectors for ERP, PLM, CAD, SharePoint, databases, PDFs and Excel. Automated content generation produces reports, technical documentation, SOPs and summaries. OCR and text extraction make scanned documents searchable, and deployment can be cloud, on-premises or hybrid.

Frequently asked questions about Context Clue

  • Does Context Clue have an API?
    Yes, Context Clue offers an API.
  • How do you use Context Clue?
    The walkthrough on this page covers 6 steps: 1. Scope the pilot with the KMS Technology team 2. Pick the starting modules 3. Connect enterprise sources 4. Index documents and scanned archives 5. Query in natural language and review outputs 6. Review delivery case studies.
  • What platforms does Context Clue support?
    Context Clue is available on Web App.
  • What does Context Clue integrate with?
    Connectors and APIs cover ERP, PLM, CAD, SharePoint, Confluence, Jira, Slack, Microsoft Teams, Google Drive, databases and document repositories, plus more than 20 technical file formats.
  • What are the limitations of Context Clue?
    No published pricing, so cost can only be established through a sales conversation. Deployment resembles an enterprise SAP or private cloud project, not a quick signup. No self-serve trial; evaluation depends on a scoped pilot with the vendor.

Status

StatusActive
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Added10/22/2026

Platforms

Web App

Pricing

Paid