Knowledge Not Designed for AI
Most industrial knowledge lives in manuals, documents, and legacy systems that were never structured for AI, making it difficult for AI systems to interpret, trust, and act on.
CMC Intelligence Platform
AI-Ready Knowledge for Manufacturing Operations
Transform manuals, design documents, service knowledge, and customer feedback into one trusted AI-ready ecosystem for documentation, support, translation, marketing, and decision support.
Turn industrial
knowledge into
AI you can trust
Transform manuals, design documents, service knowledge, and customer feedback into one trusted AI-ready ecosystem for documentation, support, translation, marketing, and decision support.
Designed for prototype, pilot, and phased enterprise rollout.
The problem
Why Industrial AI Struggles in the Real World
Manufacturers already have vast technical knowledge. But much of it was never structured for AI, maintained as a living system, or aligned with real operational workflows. Without an AI-ready knowledge foundation, even advanced models struggle to deliver reliable results.
Knowledge That Cannot Evolve
Even when knowledge exists, it is rarely maintained as a living system. Without continuous updates and operational feedback, AI systems quickly become outdated.
Our approach
Our AI Approach
Four connected steps that turn raw industrial knowledge into AI-ready intelligence, usable across documentation, service, translation, and marketing.
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01
Structure
We consolidate manuals, specifications, legacy files, and operational knowledge into structured AI-ready data.
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02
Connect
We connect that knowledge across authoring, search, translation, service, and customer feedback workflows.
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03
Activate
We activate the knowledge foundation through AI applications for documentation, support, localization, marketing, and decision-making.
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04
Explore the CMC Intelligence Platform
Each module delivers value on its own, but together they create a continuous cycle of knowledge, feedback, and improvement.
The suite
Explore the CMC Intelligence Platform
Each solution can be used on its own, but the full value comes from working together as one connected ecosystem built on ACP.
ACP
The Foundation for AI-Ready KnowledgeACP transforms fragmented technical information into structured, AI-ready knowledge. Through feedback-driven optimization, it continuously improves both content and data structures to deliver smarter AI and better operational outcomes.
- Structured AI-Ready Knowledge
- Feedback-Driven Optimization
- Knowledge Accumulation
What it is
ACP is the foundation for AI-ready knowledge. It transforms fragmented technical information into structured, connected, and usable intelligence.
What it does
ACP organizes content, enriches metadata, and optimizes information for AI, search, and enterprise workflows while continuously learning from feedback.
Why it matters
Better knowledge creates better AI. ACP helps manufacturers improve accuracy, preserve expertise, and build knowledge that grows more valuable over time.
AI CMS
AI-Powered Authoring and Editing WorkspaceAn AI-powered workspace for creating, validating, and managing technical documentation with built-in consistency, traceability, and regulatory alignment.
- AI-assisted authoring
- Source traceability
- Regulatory alignment
What it is
AI CMS is CMC’s AI-powered authoring and editing workspace for complex technical documentation.
What it does
It helps teams draft, validate, manage, and update content with stronger consistency, source traceability, and regulatory alignment.
Why it matters
Manufacturers can create and maintain documentation faster while reducing inconsistency across teams, products, and markets.
Companion App
Digital Product Knowledge AppA white-label app and platform that unifies digital manuals, AI discovery, XR guidance, and multilingual knowledge—ready for any device and any customer touchpoint.
- A modern manual experience, built for real use
- AI and multi-search that speed up authoring and discovery
- Integration that adapts to your stack
What it is
Companion App is a white-label platform for digital manuals and product knowledge at scale.
What it does
It powers manuals, AI search, XR guidance, multilingual content, and support—consistently across devices and embedded in customer apps.
Why it matters
Manufacturers upgrade from static documentation to an experience that is accessible, contextual, and ready for the connected products of tomorrow.
LBF
Language Barrier FreeAn AI-powered translation platform for OEM technical documentation that combines client-trained AI, human review, safety-aware sentence detection, and evolving terminology control across a three-phase roadmap.
- Client-trained AI translation
- Safety sentence detection
- Phased roadmap to full automation
What it is
LBF is CMC’s Language Barrier Free platform — an AI-powered pipeline for translating OEM technical documentation, including Service Manuals, ESM content, and diagnostic guides.
What it does
It delivers translation through a three-phase roadmap: Phase 1 reuses the client’s approved translation history to reduce costs immediately. Phase 2 (AI Quality Engine) adds automated pre-checking and refinement of AI output before human review. Phase 3 (Language Barrier Free) reaches near-full automation with comprehensive terminology control and safety enforcement. Human review is retained throughout for safety-critical and diagnostic content.
Why it matters
OEM teams reduce localization costs — Phase 1 has already delivered 35% average cost savings on live projects, with up to 50% projected at Phase 3 — while protecting product meaning, safety language, and brand terminology across all markets.
Ghost
Multi-Environment AI Agent PlatformA cross-environment AI layer that allows one assistant to carry context across phones, vehicles, machines, and cloud systems.
- Run AI agents across multiple environments
- Action-oriented guidance
- Personalized AI behavior
What it is
The Multi-Environment AI Agent Platform is an AI layer designed to carry context across devices, machines, vehicles, and cloud systems.
What it does
It allows AI agents to operate across multiple environments, connect edge and cloud workflows, and adapt behavior based on user and operational context.
Why it matters
Users receive contextual support wherever they are, while enterprises seamlessly connect knowledge and information across environments.
SSS
Sales Support SystemAI-powered sales support for car dealerships. The system recommends the best-fit vehicle, grade, options, and finance plan based on each customer's context and situation.
- Context-aware recommendations
- Explainable proposals
- Continuous AI learning
What it is
SSS is CMC's sales support system for dealerships.
What it does
It supports sales staff during customer negotiations by recommending the best-fit vehicle, grade, options, and finance plan, with clear reasoning behind each suggestion.
Why it matters
Sales staff get faster, more consistent support. While customer knowledge that once lived only with individual reps becomes a shared dealer asset, and the negotiation data it captures makes the business AI-ready.
The ecosystem
A Manufacturing Intelligence Ecosystem
Built on ACP, each solution supports a specific workflow while contributing to a shared knowledge foundation that continuously grows, improves, and delivers value across the organization.
Outcomes
Why Manufacturers Choose the CMC Intelligence Platform
One AI-Ready Knowledge Foundation
Give AI the knowledge foundation it needs to provide better answers, recommendations, and decisions.
Create manuals, translations, support content, and marketing assets faster, with greater accuracy, higher quality, and improved operational efficiency, all from the same knowledge base.
Use customer and service feedback to improve content, products, and future decisions.
Support multilingual, multichannel, and multi-environment operations with greater consistency and lower complexity.
The value of AI does not come from isolated tools. It comes from a shared knowledge foundation that connects engineering, service, and customer experience.
Ready to build your AI knowledge foundation?
Explore how CMC can support your team through prototype, pilot, and phased rollout engagements.