AI for manufacturing workflows

It all starts withSearch

Find the part your shop already has, before anyone re-quotes, re-designs or re-makes it.

Then use VizSeek to extract data, compare parts, connect systems, and automate the next step.

1

Start with an image, drawing, model, or text

2

Extract shape, text, metadata, and context

3

Understand the engineering intent

4

Find similar parts and related files

5

See ranked matches across systems

6

Compare PMI, attributes, and records

7

Reuse, quote, source, or automate the next step

Swipe through the workflow

Book a demo See pricing

AI Agents for Manufacturing

Put AI to work across
your technical workflows

VizSeek helps manufacturers turn AI into practical workflow automation from visually searching CAD files and drawings to extracting data, comparing parts, supporting quoting, and reducing repetitive manual tasks.

  • Connect AI agents to your existing technical data
  • Search CAD files, drawings, images, and documents with AI
  • Move faster with a partner who understands manufacturing workflows
AI automation interface for engineering and manufacturing workflows.

80%

of an engineer's work repeats something already designed in-house.

Engineering feels it first, but quoting, procurement, and the shop floor repeat the same work too when teams cannot quickly find what the business already owns. VizSeek surfaces the parts, prints, and documents you've already created so teams can move faster without paying twice for the same work.

Industry research - CIMdata / Arthur D. Little

Partners and customers

Trusted by manufacturers, suppliers, defense, engineering, and industrial teams.

We work with companies of all sizes around the world to solve real life search problems. We do this by finding innovative ways to complement one another’s technologies, building powerful smart solutions.

AFRL
AirForce
ARL PSU
autoliv
Bendix
Cambridgeport
ColoradoU
Dayton Lamina
dla
eComchain
GenAlpha
General Dynamics
highgear
Infosys
Ingalls
MantectL
microsoftAzure
Novelis
Oracle
Panasonic
PartsTown
PCS
piterion
Purdue
SSI
techsoft3d
TVH

Swipe through partners

Built on Search, Intelligence & Agentic AI

The AI behind practical
manufacturing workflows

VizSeek combines visual search, connected data, and agentic automation to help teams find files, extract information, compare parts, and move work forward faster.

Search

Search CAD files, drawings, documents, images, and metadata using visual similarity and shared context across file types.

Intelligence

Link parts, drawings, suppliers, materials, revisions, and related records so teams can understand how technical data connects across systems.

Agentic AI

Use AI agents to extract information, compare parts, summarize findings, support quoting, and help move technical work forward faster.

Configurable AI Workflow Agents

Built around the work your
teams already do

VizSeek agents can be configured around quoting, engineering reuse, sourcing, MRO, ecommerce, and tooling — helping teams find the right data, understand it, and move the next step forward.

Quoting Agent

Quoting workflow showing RFQ request, AI quoting agent, and quote summary output.

Engineering Reuse Agent

Engineering reuse workflow showing a new part request, AI reuse agent, and matched reuse result.

Sourcing Agent

Sourcing workflow showing sourcing request, AI sourcing agent, and supplier results.

MRO Agent

MRO workflow showing replacement request, AI MRO agent, and matched replacement result.

Ecommerce Agent

Ecommerce workflow showing product search input, AI ecommerce agent, and matched product result.

Tooling Agent

Tooling workflow showing new tooling request, AI tooling agent, and tooling reuse result.

Test the fit

See VizSeek work on your own data

Bring a representative set of parts, drawings, models and documents to see what VizSeek can find, extract and automate

Start a POC

Cross-file type, cross-system search

Search with what you
have available

Search by photo, sketch, 2D drawing or 3D model across 40+ file types - all from your own private data.

Embedded AI Visual Search

Add AI visual search to
systems you already use

VizSeek can power visual search inside a customer-built CAD interface, search across connected systems and file repositories, then return reusable engineering data back into CAD.

Step 1

Search input inside CAD

A user starts with a drawing, shape, or sketch in a customer-built CAD workflow and sends that input to VizSeek.

Bracket drawing search input example
CAD sketch Shapes Visual search

Step 2

Extract engineering data

VizSeek extracts shapes, attributes, and PMI so the search can use engineering context instead of only filenames.

Structured PMI extraction

{
  "Part_Identification": {
    "Part_Name": "BRACKET",
    "Drawing_Number": "A-6-1",
    "Material": "Mild Steel",
    "Finish": "Zinc Plate",
    "Scale": "2:1",
    "Drawn_By": "J. DOE",
    "Checked_By": "A. SMITH",

Top view

Extracted top view

ISO view

Extracted isometric view

Step 3

Return connected results

Matching parts, drawings, PDFs, and system records come back into the workflow so engineers can act immediately.

Bracket-AX204

Exact shape match found with released model, supplier context, and related records.

98% match
Exact match model preview
STEP PLM PDF Folders

Connected systems

PLM

Approved parts + revisions

PDM

Drawings + release records

ERP

Supplier, cost, quote history

SharePoint

Project docs + shared files

Engineering Data, Activated

Why teams use VizSeek

Find the right data faster, reduce duplicate work, and accelerate manufacturing workflows with AI-powered visual search, data extraction, and agentic automation across your existing systems.

Find files and data instantly

Search by image, shape, drawing, sketch, 3D model, text, or extracted attributes instead of relying on exact file names, folders, or metadata.

Reduce duplicate work

Surface existing designs, parts, drawings, and documents before teams recreate work from scratch.

Extract technical intelligence

Use AI to read drawings, documents, and part data to identify key details such as dimensions, materials, tolerances, metadata, and related technical information.

Improve search accuracy

Combine visual similarity, text search, metadata, and extracted engineering data to return more relevant results faster.

Accelerate downstream workflows

Support engineering, quoting, sourcing, ecommerce, service, aftermarket, MRO, and tooling workflows with better retrieval and actionable data.

19%

of employee's time is spent looking for or sorting data. That is a lost workday every week for every employee.

Companies struggle with locating past work across siloed systems. As a result, they waste time and resources recreating parts, documentation, and designs. VizSeek solves this by enabling intelligent, multimodal search via text, images, or sketches across large datasets of digital assets.

Source - McKinsey report

Flexible deployment and integration

Flexible deployment options
and easy integration

Deploy VizSeek in the way your environment requires, whether that means cloud delivery or on-premises deployment, then connect visual search across the systems you already use.

Deployment options

Cloud deployment

Managed delivery for teams that want faster rollout, lower infrastructure overhead, simpler updates, and easier scaling across locations and users.

On-premises deployment

Support stricter security, governance, network-control, and data-residency requirements while keeping search infrastructure inside your own environment.

Docker-based deployment

VizSeek is packaged and delivered as a docker-based deployment for on-premises environments, simplifying rollout, updates, and ongoing management.

Validate success

Prove the value before production

See how VizSeek performs with your real parts drawings, files and 3D models through a guided proof of concept

Start a POC