Solutions

Solutions for autonomous driving, robotics, embodied AI, and industrial vision teams

Explore workflows designed for image annotation, point-cloud labeling, human review, model training, export, and project delivery across complex teams.

Start projects from uploads, APIs, or shared workflowsCombine AI speed with human review for quality controlKeep training, export, and delivery connectedAdd security, audit, permissions, and private deployment when needed

Solutions

Explore workflows designed for image annotation, point-cloud labeling, human review, model training, export, and project delivery across complex teams.

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Autonomous driving and vehicle perception

Build a closed loop around 2D images, 3D point clouds, low-confidence fallback, human review, training/export, and delivery summaries.

Better suited to teams that buy results, not just a generic tool
3D Point Cloud Annotation β†’
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Robot video and scene understanding

Put video decoding, AI pre-labeling, human review, and training handoff in one workflow instead of across multiple systems.

Keep video, labeling, review, and training connected in one workflow.
Robot video and scene understanding β†’
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Embodied AI dataset production

Upgrade embodied-AI dataset work from one-off labeling into a reusable production asset with review, versions, delivery, and acceptance.

Better for long-term template reuse and team operation
Cloud YOLO Model Training β†’
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Industrial vision and enterprise rollout

Support enterprise projects with secure access, review controls, delivery summaries, and private deployment options.

A solid fit for private deployment, audit requirements, and enterprise support.
Enterprise-ready controls β†’

Vertical Focus

Handle image annotation, point-cloud labeling, human review, training, export, and delivery in one platform.

One workflow for autonomous driving, robotics, and embodied AI

Handle image annotation, point-cloud labeling, human review, training, export, and delivery in one platform.

Explore solutions β†’

Robot video and perception tasks

Fit robot-video, scene-understanding, and grasping pipelines where agent tasks need human review and training handoff.

Explore solutions β†’

Embodied AI dataset production

Focus on dataset production, orchestration, version tracking, and delivery acceptance instead of one-off labeling.

Explore solutions β†’

Industrial vision and enterprise rollout

Support industrial-vision and enterprise projects with secure access, review controls, delivery summaries, and private deployment options.

Explore solutions β†’

Enterprise rollout surface

These solution pages should help teams judge whether they only need a workflow, or whether they are already buying a governed delivery system.

Start from a solution workflow, target project, and operating team.
Freeze reviewed output into dataset versions and release-ready assets.
Deliver summaries, artifacts, and audit context through one shared surface.
If procurement requires it, confirm private deployment or API and webhook scope through the enterprise path.

Industrial rollout without tool stitching

Keep uploads, review routing, dataset versions, release delivery, and customer handoff in one operating surface instead of breaking them across separate tools.

Physical AI and robotics handoff

Move from scene or video tasks into reviewed output, training/export, and delivery artifacts with a workflow that can be shared across teams.

Enterprise integration planning

Use the enterprise path to scope private deployment, audit expectations, procurement, and API or webhook integration requirements before rollout.

Enterprise

Talk to enterprise when deployment and procurement change the buying decision

The enterprise path is for teams that need security review, private deployment, audit boundaries, or integration planning before rollout.

Private deployment, audit, and permission boundaries
Procurement support, contract review, and rollout planning
API, webhook, or system integration scoping when needed

Recommended next step

Start with 2D/3D Studio for fast hands-on work, move to Workflow Cloud for shared review and training, or choose Enterprise options for private deployment and advanced controls.

Better suited to teams that buy results, not just a generic tool
Keep video, labeling, review, and training connected in one workflow.
Better for long-term template reuse and team operation
A solid fit for private deployment, audit requirements, and enterprise support.
Solutions

Recommended next step

Start with 2D/3D Studio for fast hands-on work, move to Workflow Cloud for shared review and training, or choose Enterprise options for private deployment and advanced controls.