FAQ

What is Neurocad™?

Neurocad™ is an intent compiler for physical engineering. It reads engineering source material, extracts the information needed to construct a design asset, and generates native, editable outputs for the CAD tools engineers already use.

Neurocad™ currently creates schematic symbols, PCB footprints, and 3D component models from sources such as datasheets, drawings, images, tables, manufacturing data, and existing CAD files.

Is Neurocad™ a file converter or translation tool?

No. A conventional file converter changes data from one format into another. Neurocad™ decomposes the source into structured engineering specifications and uses those specifications to construct the artifact for the selected CAD application.

This allows Neurocad™ to generate a native, editable asset instead of returning only a flattened or neutral-format representation.

Does Neurocad™ replace my existing CAD tools?

No. Neurocad™ works with the CAD applications your engineers already use. It removes much of the source interpretation and artifact-construction work that happens before an engineer can begin using the asset in CAD.

The completed result can be reviewed and opened in the selected CAD application for continued engineering work.

How is Neurocad™ different from other engineering automation tools?

Many automation tools begin after the design is already structured inside a specific CAD environment. Neurocad™ begins earlier, with the documents and files that contain the engineering information.

It can read sources such as datasheets, images, dimensional tables, manufacturing data, and existing CAD files, then materialize the extracted information as a native asset for a supported CAD application.

Who is Neurocad™ built for?

Neurocad™ is built for:

  • Electrical and electronics engineers creating symbols, footprints, and component models
  • Mechanical and CAD engineers working with component geometry and ECAD-to-MCAD information
  • OEM engineering organizations that need to reuse design information across teams, programs, and CAD environments
  • Semiconductor and component suppliers that want to turn reference content into usable customer design assets
  • Electronic component distributors that want to connect component evaluation with design-in

Who built Neurocad™?

Neurocad™ is built by engineers with experience inside the workflows the platform is designed to improve. The team has experience at Accel EDA, Altium, Autodesk, Meta, Microsoft, HP, and Siemens, building tools used by engineers, designers, and consumers worldwide.

Design Intent and Zero Re-entry

What is design intent?

Design intent is the reasoning that makes a design valid. It includes the dimensions, constraints, relationships, tolerances, pin assignments, package information, and engineering decisions behind the finished geometry.

Design intent is not only what the design looks like. It is the information that explains how the design should be constructed and how it should behave when edited or reused.

Read more: What Is Design Intent?

Why does design intent matter?

Engineering information often loses context when it moves between documents, teams, and CAD tools. A neutral file may preserve geometry without preserving the parameters or construction history behind it. A datasheet may contain everything required to create a part, but the information is distributed across multiple pages and tables.

When the receiving tool cannot use that information directly, an engineer must interpret and rebuild it. Preserving design intent reduces that repeated work and makes the result easier to review, revise, and reuse.

What does zero re-entry mean?

Zero re-entry means engineering information can move from its source into the target CAD environment without an engineer manually transcribing and reconstructing the same information at every boundary.

Neurocad™ reads the source, structures the relevant engineering specifications, and uses them to generate the requested artifact for the selected CAD application.

How Neurocad™ Works

How do I create an artifact in Neurocad™?

Start from Create and select Library Parts. Add a supported source, then choose whether Neurocad™ should read the entire file or use a targeted capture. Tag captured content as a symbol or footprint, provide a prompt describing the requested output, and select the arrow. Its hover state says Send.

After generation, Neurocad™ displays the artifact collection for review.

Read the complete user guide: Create Your First Artifact in Neurocad™

Can Neurocad™ read an entire datasheet?

Yes. Neurocad™ can scan an entire datasheet to identify the information needed to generate an artifact.

Targeted capture is recommended when a document is very long, contains several package or footprint options, or includes information that Neurocad™ is not interpreting correctly from the complete file. Capturing the relevant image or table and providing a specific prompt gives Neurocad™ a more focused source.

How does Neurocad™ handle incomplete or ambiguous documentation?

Neurocad™ analyzes the available engineering information and uses the source context to determine what should be generated. Because real-world documentation can be incomplete or inconsistent, users can improve the result by selecting the exact drawing or table and adding details the source does not make clear.

If the first result is not accurate, refine the capture or provide a more specific prompt that identifies details such as the package name, pin count, or required artifact type.

Is Neurocad™ an AI tool? Is the system deterministic?

Neurocad™ uses AI to interpret irregular source material such as documents, drawings, images, and tables. It then converts the extracted information into structured specifications that enter a consistent generation pipeline.

The AI interprets the source. The generation pipeline determines how the artifact must be constructed for the selected CAD tool. This separates source interpretation from tool-specific execution.

Do engineers still need to inspect generated artifacts?

Yes. Engineers should review generated artifacts against the manufacturer’s source information and their organization’s library requirements before release.

Neurocad™ moves the engineer away from repetitive transcription and toward focused review. Targeted captures and specific prompts can improve generation accuracy when the complete document contains ambiguous or competing information.

What happens after an artifact is generated?

The generated parts appear together in an artifact collection. From the results page, the user can:

  • View the full Artifact results to inspect and edit the generated artifacts
  • Open in your CAD application to send the artifact through the connected desktop application
  • Create a recipe to incorporate the artifact into a broader workflow

All parts generated in the same run remain in the same collection, regardless of their assigned part numbers. To place parts in separate collections, generate them in separate artifact runs.

How are pin 1 and pin mapping handled?

Neurocad™ extracts pin information from the supplied source and uses it to generate the symbol or footprint. For the most accurate result, include the relevant pinout image or table and identify important details in the prompt when the source is unclear.

Review pin numbering, pin 1 orientation, names, and symbol-to-footprint relationships in the artifact results before opening the part in CAD.

Supported Inputs, Artifacts, and CAD Tools

Which file types can Neurocad™ read?

Neurocad™ supports:

  • Documents and tabular data: PDF, Excel, and CSV
  • Images: JPG, PNG, and SVG
  • Electronic design data: BSDL, SPICE, ODB++, and IPC-2581
  • Mechanical and geometry data: DXF, STEP, and IGES
  • Design files: Native and legacy CAD files

See the complete compatibility guide: Supported File Types and CAD Tools

What types of engineering information can Neurocad™ process?

Supported sources can contain component datasheets, package drawings, pinout diagrams and tables, reference designs, schematics, bills of materials, PCB design data, footprint geometry, mechanical drawings, 3D models, simulation data, and legacy design information.

The content type and file format are different considerations. For example, a package drawing might be provided as a PDF, JPG, PNG, SVG, DXF, or CAD file.

Can Neurocad™ work with native and legacy CAD files?

Yes. Neurocad™ supports native and legacy CAD files as source material. Its translation architecture decomposes the source into structured specifications that can enter the same generation pipeline used for other supported inputs.

Format coverage will continue to expand as Neurocad™ moves toward accepting all CAD formats.

How does Neurocad™ use IPC-2581?

Neurocad™ reads and decomposes IPC-2581 manufacturing data into structured engineering specifications. Those specifications can enter Neurocad™’s generation pipeline and be materialized for supported CAD applications.

IPC-2581 is an input format. Neurocad™ does not present it as a separate validation feature.

What artifacts can Neurocad™ create today?

Neurocad™ currently creates:

  • Schematic symbols
  • PCB footprints
  • 3D component models

Schematics, bills of materials, PCB layouts, and mechanical parts are in beta testing.

Which CAD applications does Neurocad™ support?

Neurocad™ currently supports:

  • Altium
  • KiCad
  • OrCAD
  • Mentor
  • Autodesk Fusion
  • SOLIDWORKS

Neurocad™ generates the tool-specific instructions required to open the result as a native, editable artifact in the selected application.

Does Neurocad™ rely on neutral formats for output?

Neutral formats such as DXF, STEP, and IGES can be used as source inputs. Neurocad™ uses the extracted information to construct the result for the selected CAD application instead of relying only on a neutral output file.

This matters because neutral formats may preserve geometry without preserving the feature history, constraints, or native editing behavior of the originating CAD tool.

Standards, Libraries, and Existing Systems

Are Neurocad™ footprints IPC-7351 compliant?

Yes. Every PCB footprint generated by Neurocad™ follows IPC-7351 standards.

IPC-7351 provides guidance for surface-mount land-pattern geometry, including pad dimensions, manufacturing allowances, component clearances, and courtyard boundaries. Engineers should still review the generated footprint against the component manufacturer’s package drawing and their organization’s library requirements before release.

Read the detailed workflow: How to Create a PCB Footprint From a Datasheet

Does Neurocad™ replace PLM, PDM, or library-management systems?

No. PLM, PDM, version-control, and library-management systems continue to govern, release, and track engineering data.

Neurocad™ operates earlier in the workflow by creating the native engineering assets those systems can then manage. It is designed to work with existing engineering processes rather than require a platform migration.

How does Neurocad™ fit into an existing library standard?

Neurocad™ generates artifacts that can be reviewed and edited before they enter the organization’s established library-management and approval process.

Teams can apply their own naming conventions, layer conventions, review requirements, and governance rules. Parts generated in one Neurocad™ artifact run remain together in the same collection. Separate runs create separate collections.

How does Neurocad™ open artifacts in CAD applications?

Neurocad Link connects the web application with supported CAD applications on the user’s computer. When the connection is online and the target CAD application is running, the user can open the generated artifact from the results page.

If the Play button is unavailable, open the Neurocad Link dashboard and confirm that both Neurocad Link and the target CAD application show an active connection.

Deployment, Security, and Automation

Is Neurocad™ cloud-based?

Neurocad™ combines a web-based creation experience with Neurocad Link, a desktop connection that opens generated artifacts in supported CAD applications.

This architecture allows users to work from source material in Neurocad™ and continue with the resulting native asset in their existing desktop engineering environment.

Can Neurocad™ be used with proprietary engineering information?

Neurocad™ is designed to work with engineering source material, including proprietary documents and CAD files. Organizations with specific security, privacy, compliance, retention, or deployment requirements should review those requirements with the Neurocad™ team before adopting the platform for controlled engineering data.

Can Neurocad™ workflows be automated?

Yes. Users can create recipes that connect artifact generation with broader workflows and automations. Recipe capabilities can support destinations and processes such as GitHub, Slack, and other connected workflow nodes.

Recipe workflows are more advanced than one-off artifact creation. Users creating their first artifact can generate, review, and open it in CAD without creating a recipe.

Neurocad™ and Component Libraries

How is Neurocad™ different from component libraries such as SnapMagic, SamacSys, and Ultra Librarian?

Component libraries help engineers search for and download symbols, PCB footprints, and 3D models that have already been created. They are often the fastest option when the correct part is available and meets the engineer’s library requirements.

Neurocad™ generates an artifact from the engineering source. It can use a datasheet, package drawing, image, table, manufacturing file, or existing CAD file to construct a native, editable asset for a supported CAD application.

This makes Neurocad™ useful for:

  • Newly released or uncatalogued components
  • Custom and proprietary parts
  • Legacy parts without usable CAD assets
  • Parts that must be built from specific manufacturer documentation
  • Teams that need native outputs across multiple CAD environments

The approaches are complementary. A component library helps you find an existing asset. Neurocad™ creates the asset when the engineering information exists but the usable CAD artifact does not.

Getting Started

How do I get started with Neurocad™?

Start a free trial, open Create, and select Library Parts. Add a supported source, describe the artifact you want Neurocad™ to generate, and select Send. You can then review the artifact results, open the artifact in your CAD application, or create a recipe.

Create your first artifact with the Neurocad™ user guide.

Start your free trial or request a demo