AI-first mechanical product development

Turn your product idea into CAD and prototype-ready data.

Detwerk helps teams move from rough concepts, sketches, or early CAD to engineered designs, prototype planning, and product development support.

AI-assisted internal workflows help us explore directions, draft product data, and iterate faster while keeping engineering judgment in control.

Start with an idea, sketch, note, or existing CAD. We help shape the next engineering step.

Idea Rough concept
AI assist Fast exploration
Engineering CAD-ready direction
AI-assisted internal workflow Explore faster, then refine with engineering judgment.

Who Detwerk helps

For teams turning physical ideas into real products.

Whether you are starting with a rough concept, a sketch, early CAD, or a prototype that needs improvement, Detwerk helps structure the mechanical design work needed to move forward.

Rough product ideas

Convert a physical product concept into a clear mechanical direction and first CAD path.

Sketches or notes

Develop dimensions, references, sketches, and early requirements into CAD-ready intent.

Existing CAD or prototype

Refine models for prototype planning, testing, iteration, and the next useful product step.

Services

Two clear ways to start.

Detwerk's service focus is intentionally simple: help teams get from idea to CAD, and from CAD to prototype-ready product data. AI helps speed up the internal exploration and iteration work where it is useful.

For early product concepts

Idea to CAD

For teams starting with a rough idea, sketch, description, or early product requirement.

  • Understand the product intent and key constraints.
  • Convert rough concepts into mechanical design directions.
  • Create initial CAD models and product data.
  • Identify practical prototype considerations early.

For prototype-ready progress

CAD to Prototype

For teams that already have CAD, a design direction, or an early prototype and need to move closer to a buildable version.

  • Review and improve CAD for prototype readiness.
  • Prepare product data for prototype planning.
  • Coordinate design details around manufacturability and testing.
  • Support iteration after prototype feedback.

Process

From first idea to market-ready product evolution.

Detwerk can support the early design stage, the prototype stage, and later product evolution as the design is tested, refined, and prepared for real-world use.

1

Idea, sketch, or existing CAD

2

Design development

3

CAD and prototype data

4

Prototype planning

5

Testing and iteration

6

Market readiness

7

Product evolution

The goal is faster useful progress: explore quickly, verify carefully, and keep improving the product after real-world feedback.

Text-to-CAD Beta

Try Detwerk's Text-to-CAD beta.

Text-to-CAD is an early Detwerk AI tool for exploring how product descriptions can become CAD-style outputs. It is a public beta and a glimpse of how Detwerk is applying AI to mechanical product development.

Use it to experiment with simple part descriptions. For serious product development, Detwerk can combine AI-assisted exploration with engineering support, CAD refinement, prototype planning, and iteration.

Open Text-to-CAD Beta
Create a 40 mm cube with a centered 12 mm through hole.
CAD preview Text-to-CAD output slot

Selected Work

Selected work and engineering proof.

Detwerk's work spans product development, CAD, prototype planning, simulations, test setups, and AI-assisted design tools. More detailed case studies will be added as permissions and documentation are prepared.

Product visual slot

Market-facing product development

Supported mechanical product development for a hardware product used in international markets.

CAD assembly slot

In-house CAD and assemblies

Mechanical parts and assemblies created to explore structure, fit, function, and prototype planning.

AI CAD output slot

Text-to-CAD outputs

Prompt-based CAD-style outputs generated through Detwerk's beta AI workflow.

Analysis visual slot

Simulation and analysis

Engineering visuals from stress, flow, optical, or related analysis work used to improve design confidence.

Capabilities

More than CAD files.

Detwerk's product development experience extends beyond the first model. When needed, the work can connect CAD, prototype planning, simulation, testing, manufacturing coordination, certification preparation, and product evolution.

Mechanical product developmentCAD and product dataAI-assisted internal workflowsPrototype planningTest setup designSimulation and analysis3D printing and prototype vendor coordinationMold and part manufacturing coordinationCE/certification supportProduct iteration after testing

About Detwerk

Mechanical product development with an AI-assisted edge.

Detwerk works on mechanical product development for physical products, from CAD and product data to prototype planning, testing support, simulation, and manufacturing coordination.

The company is now extending that engineering base with AI-assisted tools such as Text-to-CAD to make early product development faster, more accessible, and easier to explore.

AI is used as an internal accelerator for exploration, drafting, iteration, and workflow support, while product decisions remain grounded in mechanical engineering judgment.

Contact

Tell us what you are building.

A rough idea, sketch, or early CAD is enough to start the conversation. Share the current stage of your product and what kind of help you need.

Please avoid sharing confidential files, passwords, secrets, or highly sensitive product details through this form. We can discuss secure sharing if the project moves forward.