Generative AI for Engineering

Intelligent Engineering Assistant

Accelerating Design, Engineering, and Manufacturing with Generative AI-Powered Intelligent Assistants

At CCTech, we assist manufacturing companies in changing the lifecycle of their product development with generative AI assistants that are interoperable with CAD, CAE, PLM, and enterprise systems, quickly accelerating their innovation and preserving engineering discipline.

Engineer working with a generative AI intelligent assistant connected to engineering tools and data
The Challenge

Reasons Why Traditional Product Development Falls Short

Across industries, product teams face persistent challenges:

01 · Manual work

Manual design and validation process.

02 · Knowledge silos

Occurrence of knowledge silos and loss of tribal expertise because of transition of workforce.

03 · Late validation

Rework due to late compliance/manufacturability problems.

04 · Expert dependency

Rely on the services of expert engineers when making ordinary decisions instead of getting support from an intelligent assistant.

The result · Rework & delays

These problems delay time-to-market and reduce scalability – in particular complex engineered-to-order products.

Our Solution

From Engineering Friction to Intelligent Engineering Assistance

CCTech creates general-purpose domain-specific assistants, which are a direct extension of your engineering department – a system that integrates design understanding, experience, simulation experience, and compliance experience through an intelligent assistant framework.

What the assistant integrates

Design understanding

Engineering experience

Simulation experience

Compliance experience

Generative AI

Through an intelligent assistant framework
Intelligent Engineering Assistant
A direct extension of your engineering department
Engineering Technology Ecosystem

Our Solution Combines

Autodesk Fusion, Fusion Manage PLM and enterprise knowledge cases are orchestrated with generative AI on Amazon Bedrock.

This will produce a harmonized, AI-enabled product development platform with a generative AI assistant that assists engineers across the concept to lifecycle management.

Engineering data & systems

Autodesk Fusion

CAD, CAE, CAM

Fusion Manage PLM

Product lifecycle management

Enterprise knowledge

Enterprise knowledge cases
Orchestration layer

Generative AI orchestration

with Amazon Bedrock
Assistant layer

Intelligent Engineering Assistant

General-purpose and domain-specific assistants for your engineering teams
Engineering lifecycle

Concept to lifecycle management

A harmonized, AI-enabled product development platform
Key Capabilities

One Connected Engineering Intelligence System

Seven capabilities that follow the product development lifecycle — from design evaluation to manufacturing, PLM and maintenance documentation.

Capability 1
Validate
Capability 2
Optimize
Capability 3
Comply
Capability 4
Manufacture
Capability 5
BOM
Capability 6
Manage
Capability 7
Maintain
Engineering drawing of a flanged component reviewed on screen alongside an intelligent assistant results panel
Design intelligence — the assistant reviews engineering designs against past designs, best practices and standards.
Capabilities 01–04 · Design & manufacturing intelligence

Evaluate, optimize, comply and verify manufacturability — early

Capability 1

Design Evaluation & Validation

Design input → Engineering knowledge → Evaluation → Validation → Early risk detection
Capability 2

Design Optimization

Design → Evaluate → Optimize → Compare → Engineering decision
Capability 3

Automated Code & Standards Compliance

Engineering design → Standards → Intelligent cross-check → Compliance support
Capability 4

Manufacturing Feasibility Analysis

Design → Manufacturability → Machining → Verification → Manufacturing readiness
Capabilities 05–07 · Enterprise & lifecycle intelligence

Carry engineering intent into BOM, PLM and long-term support

Capability 5

Automated Bill of Materials (BOM) Generation

Engineering design → Parts → Specifications → BOM → Cost / supplier / procurement
Capability 6

PLM Integration

Engineering change → Fusion Manage PLM → Approval → Documents → Collaboration
Capability 7

Maintenance & Lifecycle Documentation

Product lifecycle → Documentation → Maintenance → Support → Long-term knowledge
Engineer reviewing a bill of materials and component data on dual monitors
Lifecycle intelligence — from bill of materials to PLM workflows and service documentation.
End-to-End Engineering Intelligence

From Engineering Data to Product Lifecycle Intelligence

A generative AI assistant that assists engineers across the concept to lifecycle management — grounded in your engineering systems and knowledge.

Engineering inputs

Engineering Data

Autodesk Fusion (CAD, CAE, CAM) and Fusion Manage PLM

Engineering Knowledge

Enterprise knowledge cases, past designs and best practices
Intelligence

Generative AI

Generative AI orchestration with Amazon Bedrock

Intelligent Engineering Assistant

A direct extension of your engineering department
Across the lifecycle

Design & Validation

Evaluation, optimization and standards compliance

Manufacturing

Feasibility, toolpaths, and time and cost estimation

PLM & Lifecycle

BOM, change control via Fusion Manage and lifecycle documentation
Why CCTech?

Generative AI Enhances Engineering Intelligence

Generative AI is not an engineering replacement technology. It is an enhancement of engineering intelligence.

Using human perspectives and artificial intelligence, companies can innovate more quickly, grow smarter, and maintain vital knowledge.

Human perspectives
+
Artificial intelligence
CCTech provides
01

Engineering process depth

Intensive knowledge of manufacturing, CAD/CAE, and PLM processes

02

Autodesk & AI transition

Experience the transition to Autodesk solutions and AI.

03

Real engineering applications

Real engineering applications of AI assistants

04

Enterprise architecture

Scalable, secure, and enterprise architecture

Speak to Our Expert

Bring Intelligent Assistance into Your Engineering Lifecycle

Engineering Knowledge
AI Assistance
Faster Engineering Decisions
Product Lifecycle Intelligence

CCTech assists you in making such transitions responsibly and with confidence.