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Artificial Intelligence and Machine Learning services at Happy Technovation

Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning empower businesses to leverage data insights, automate processes, and enhance decision-making for innovative solutions.

Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning are transforming the landscape of modern business by enabling organizations to harness the power of data. With AI, companies can automate repetitive tasks, optimize operations, and enhance customer experiences through personalized solutions. Machine Learning algorithms analyze vast datasets to uncover patterns and insights, driving informed decision-making. Together, these technologies foster innovation, improve efficiency, and provide a competitive edge. By integrating AI and ML into their strategies, businesses can anticipate market trends, enhance product offerings, and deliver tailored services, ultimately driving growth and success in an increasingly digital world.

USE CASES

Use case illustration
Chat With your Own Document
Problem Statement: Finding information in large documents is slow and frustrating.
Solution: Use Generative AI to chat with documents. Ask questions and get instant answers from the content.
Efficiency Improvement: Saves up to 70% of time spent searching for information.

AI in your engineering workflow

We build AI into the tools your engineers already use, rather than alongside them. Each capability below runs against your own CAD and product data, inside your environment.

AI-Powered CAD Intelligence

An AI assistant that works inside your live CAD session.

It reads the full model tree as you work — sketches, features, bodies and assemblies — and responds to plain-language questions about the design. Ask it what is wrong with a part, how to model something to standard, or whether a change is manufacturable, without leaving CAD.

  • CATIA
  • CREO
  • NX
  • AutoCAD

Standardised modelling practice and less reliance on a handful of expert modellers.

AI Drawing Check

Automatic validation of drawings against your design rules.

Checking dimensions, annotations, GD&T and standards compliance by eye is slow and easy to get wrong, and the errors that slip through are found late. An AI checker reviews every drawing the same way, every time, and reports what does not conform.

Consistent drawing quality and issues caught before release rather than after.

Drawing comparison tool showing a master and modified drawing side by side with differences highlighted

3D Shape Similarity Search

Find the parts you have already designed.

Engineers routinely rebuild geometry that already exists somewhere in the library because there is no practical way to search by shape. This searches your 3D models by the geometry itself and surfaces the closest existing matches.

Genuine reuse of proven designs instead of quietly rebuilding them.

Shape search results ranking existing parts by geometric similarity to an uploaded model

Feature and Object Detection in 3D Models

Automatic recognition of features across a model.

Locating specific features or objects through a large 3D assembly by hand is slow and inconsistent between engineers. This identifies them automatically and reports where they are.

A repeatable answer that does not depend on who is looking.

Regulation Compliance Checking

Marks and symbols read straight from PDF drawings.

Compliance review means working through drawing sets interpreting marks, symbols and callouts manually — detailed work where attention naturally drifts. This detects and interprets them automatically and flags what needs attention.

Compliance review that stays thorough across a full drawing set.

DFMEA-Linked CAD Validation

Design risk connected directly to geometry.

DFMEA usually lives in a document with no link to the model, so design changes are not risk-validated and non-conformance is discovered after release. This embeds the check in CAD, ties geometry to known failure modes, and flags high-risk areas as the design changes.

Risk visible while the design can still change cheaply.

Validation flow linking a released design to standards compliance, DFMEA geometry and a risk score

Currently in development

Adaptive Fixture Design

New programme, existing fixture knowledge.

When a new programme arrives, the system identifies the closest previously executed programme, detects the geometric differences, and works out what that means for the fixture — sorting components into reusable, modifiable and genuinely new before generating an optimised design.

Fixture design flow from new CAD through similarity matching and reuse classification to a generated fixture

Variant Intelligence and Complexity Reduction

Stop releasing parts you already have.

Similar parts get created and released without anyone checking what already exists across CAD and PLM, and variants multiply — carrying BOM complexity, inventory and procurement cost with them. This finds functionally equivalent parts across systems and recommends reuse or consolidation before a duplicate is released.

Most of this work starts with a single repetitive task that is costing your team more than it should. Tell us which one.

Talk to our engineers

Frequently asked questions

Which CAD systems does your AI work with?

Our AI assistant integrates with CATIA, CREO, NX and AutoCAD. It reads the live model tree — sketches, features, bodies and assemblies — and responds to plain-language questions inside the CAD session.

Does our CAD data leave our environment?

No. Solutions are developed and deployed inside your working environment and integrated with your existing CAD and PLM ecosystem, so your product data stays where it is.

What can AI check on an engineering drawing?

Dimensions, annotations, GD&T and compliance against your own design rules and standards. It can also detect and interpret marks and symbols directly from PDF drawing sets for regulation compliance review.

Do we pay per user for these AI tools?

No. There is no per-user licensing fee. Automation and AI solutions are built for your environment on a one-time development cost, with ongoing support for issue resolution and enhancements.

Sales specialists discussing a client's engineering requirement

Connect with our Sales Experts

Our dedicated sales team is ready to assist you in finding the perfect solutions tailored to your business needs. Whether you're looking for insights on our products or services, our experts provide personalized guidance to ensure a smooth, informed decision-making process. Collaborate with us to explore how we can drive growth, efficiency, and innovation together.