— Enterprise AI Solutions

Enterprise 3D Data Services

We build structured 3D environments grounded in real-world scenarios — amplifying your existing datasets by expanding into the edge cases and long-tail situations they don’t cover. Every variable — lighting, obstruction, weather, agent behavior — can be systematically adjusted and combined. Every scene arrives fully annotated, consistently and precisely, with no manual labeling required.

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3D Asset Labeling

Tag characters, environments, and props against your schema — at any volume.

Human Review of AI Outputs

Expert evaluators assess AI-generated 3D content against your training objectives.

Dataset QA

Every asset reviewed against your acceptance criteria — automated and human in parallel.

Custom Annotation Pipelines

We build the tooling and workflows your team needs, integrated with your stack.

— See It In Action

Transform raw 3D files into AI-ready datasets

01 Character

{
  "schema_version": "2.4.1",
  "asset_id": "DAZ-CHR-0047821",
  "asset_type": "character_outfit",
  "product": {
    "name": "dForce Dark Assassin for Genesis 9",
    "sku": "88087"
  },
  "review": {
    "status": "accepted",
    "pipeline": "hybrid_auto_human",
    "inter_annotator_agreement": 0.96
  },
  "mesh": {
    "polygon_count": 81420,
    "vertex_count": 83017,
    "max_texture_resolution": 4096
  }
}

Mesh integrity UV coverage Texture resolution Completeness Metadata Naming convention

Product

AJC Sentinel Outfit SKU:88087 daz-original

Character

Bishop 9 male adult athletic face-obscured

Clothing

short-sleeve-tactical-shirt tactical-cargo-pants combat-boots tactical-gloves chest-harness

Rigging

genesis-9 166-bones hand-rig ik:4-chains corrective morphs

Technical

format:DUF tris:81k morphs:18 tex:4096px lod:3

Rights

ai-training: cleared enterprise-license-v2

Quality score 96 / 100

Completeness 100 / 100

Confidence 94 / 100

02 Environment

{
  "schema_version": "2.4.1",
  "asset_id": "DAZ-ENV-0115701",
  "asset_type": "environment",
  "product": {
    "name": "Toteemi",
    "sku": "115701"
  },
  "scene": {
    "type": "interior",
    "setting": "architectural_lobby",
    "style": "contemporary_organic"
  },
  "geometry": {
    "total_polygon_count": 2847614,
    "object_count": 84,
    "unique_meshes": 53
  }
}

Scene integrity Lighting consistency Texture coverage Completeness Metadata Naming convention

Product

Packing Warehouse SKU:109633

Scene

industrial-warehouse indoor packing-facility storage-area conveyor-zone

Objects

storage-racks cardboard-boxes wood-pallets roller-conveyor computer-workstations

Lighting

oculus-skylight 10-light-sources emissive-surfaces

Technical

format:DUF poly:2.8M object:84 meshes:53 tex:4096px

Rights

ai-training: cleared synthetic-data: cleared enterprise-license-v2

Quality score 96 / 100

Completeness 100 / 100

Confidence 94 / 100

— Why Daz

Years of experience with 3D libraries and datasets.

Daz has operated the world’s largest 3D content marketplace for over ten years — giving us unmatched depth in asset quality, creator workflows, and metadata standards.

Curated 3D marketplace QA 10+ Years

Marketplace Operations

All marketplace content manually reviewed before publishing
Network of hundreds of professional 3D artists on demand
Mature QA processes built from a decade of real operations

Two decades of experience with 3D libraries and datasets. Worked with leading enterprises across gaming, VR/AR, 3D design, and computer vision/camera hardware.

Large-scale 3D dataset delivery

Enterprise AI Experience

Datasets delivered across characters, environments, props, and scenes
Every asset individually evaluated against customer-defined criteria
High-volume delivery with rapid turnaround on enterprise timelines

— Our Approach

Customized to your requirements

Pipeline design

Hybrid Approach

We build annotation and labeling pipelines around your specifications — combining custom automation with expert human review to improve consistency, throughput, and cost. Specialists validate outputs and handle edge cases.

Integration

Tooling Flexibility

Work within your annotation platform, integrate with third-party tools, or let us build purpose-built custom tooling end-to-end. We adapt to your workflow, not the other way around.

Modality coverage

Extended Modality Coverage

For image and video annotation and evaluation, we bring in trusted specialist partners — so you get a single coordinated delivery team across 3D, image, and video modalities.

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