ENT-00002644 · AI Infrastructure

Scale AI Data Engine

Scale AI Data Engine is a infrastructure / platform associated with Scale AI.

Level V — PersistentActiveDocumented

Human readable record

Overview

Scale AI Data Engine is an infrastructure or platform entity used in AI development, deployment, retrieval, monitoring or model operations. It is documented as ai data platform and functions as a support layer for intelligent systems rather than as a conversational entity.

Timeline

2016Public release or documentation
Scale AI Data Engine appears in public documentation, project records, benchmark descriptions or research references associated with Scale AI.

Capabilities

AI development infrastructureSoftware or platform documentationWorkflow supportIntegration contextDeployment or evaluation support

Known limitations

Capabilities depend on software version, deployment configuration and supported integrations.Project scope and maintenance status can change over time.

Technical and registry detail

Technical description

Structured record for Scale AI Data Engine. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

AI InfrastructureMLOpsDeploymentVector Search

Relationship graph

Scale AI Data Engine

Associated organizationScale AI

Scale AI is the organization, project community or institutional context associated with Scale AI Data Engine.

Domain contextAI infrastructure

Scale AI Data Engine belongs to the AI infrastructure layer of the intelligent-entity registry.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002644",
    "name": "Scale AI Data Engine",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Scale AI Data Engine is a infrastructure / platform associated with Scale AI.",
    "creator": "Scale AI",
    "url": "entity.php?id=ENT-00002644",
    "sameAs": "https://scale.com/",
    "lxkeysWorld": {
        "classification": "Infrastructure / Platform",
        "organization": "Scale AI",
        "originContext": "AI infrastructure",
        "firstPublicAppearance": "2016",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI development infrastructure",
            "Software or platform documentation",
            "Workflow support",
            "Integration context",
            "Deployment or evaluation support"
        ],
        "limitations": [
            "Capabilities depend on software version, deployment configuration and supported integrations.",
            "Project scope and maintenance status can change over time."
        ],
        "tags": [
            "AI Infrastructure",
            "MLOps",
            "Deployment",
            "Vector Search"
        ],
        "timeline": [
            {
                "date": "2016",
                "title": "Public release or documentation",
                "description": "Scale AI Data Engine appears in public documentation, project records, benchmark descriptions or research references associated with Scale AI."
            }
        ],
        "relationships": [
            {
                "target": "Scale AI",
                "type": "Associated organization",
                "description": "Scale AI is the organization, project community or institutional context associated with Scale AI Data Engine.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI infrastructure",
                "type": "Domain context",
                "description": "Scale AI Data Engine belongs to the AI infrastructure layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://scale.com/",
                "source_type": "Official Source",
                "verification_status": "verified"
            }
        ]
    }
}

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