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Treasure Data

Enterprise customer data platform (now Treasure AI) with a REST API for managing jobs, databases, tables, bulk import, authentication, and running Presto or Hive queries on big data.

agent ready

Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.

Kin Score

API Evangelist profiles Treasure Data the way a machine reads it — 31 machine-readable artifacts across 14 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Treasure Data scores 57.2/100 (developing), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Treasure Data

Each block below is one kind of artifact we hold for Treasure Data. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 14

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Treasure Data Bulk Loads API

REST API for configuring and managing bulk load sessions that import data from external sources into Treasure Data.

Treasure Data User API

REST API for managing users, access control, and authentication within a Treasure Data account.

Treasure Data System API

REST API for checking server health and infrastructure status of the Treasure Data platform.

Treasure Data Postback API

JSON-based event ingestion API for submitting data records to Treasure Data from systems that cannot use the JavaScript SDK.

Treasure Workflow API

REST API for orchestrating and automating data workflows within the Treasure Data platform using Digdag-based workflow engine.

Treasure Data Bulk Import API

Bulk data import sessions

Treasure Data Bulk Loads API

Bulk load sessions from external sources

Treasure Data Connectors API

Manage output connectors

Treasure Data Databases API

Manage Treasure Data databases

Treasure Data Jobs API

Submit and manage query jobs

Treasure Data SSO API

Identity federation and SSO settings

Treasure Data System API

System health and status

Treasure Data Tables API

Manage tables within databases

Treasure Data Users API

User management

Scroll within the panel for all 14 ·

Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Treasure Data Rate Limits

17 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

Cost, billing, and metering signals for API financial operations.

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Treasure Data Context

38 classes · 2 properties

JSON-LD

Spectral Rules 1

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Treasure Data API Rules

5 rules · 4 warnings

SPECTRAL

JSON Schema 4

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

BulkImport

10 properties

JSON SCHEMA

Database

5 properties

JSON SCHEMA

Job

14 properties

JSON SCHEMA

User

14 properties

JSON SCHEMA

Examples 4

Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.

Example request and response payloads for these APIs.

Bulk Import Session

10 fields

EXAMPLE

Issue Job Response

3 fields

EXAMPLE

List Databases Response

1 fields

EXAMPLE

User List Response

1 fields

EXAMPLE

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Treasure Data Authentication

apiKey · 1 scheme

SECURITY

Treasure Data Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Treasure Data Trust Center

SOC 2, ISO 27001, ISO 27017, ISO 27018, HIPAA, GDPR, CSA STAR

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Treasure Data Agentic Access

31 operations · 17 acting · 1 human-in-the-loop

31 operations · 17 acting

AGENTIC

Resources

Every other property we hold for Treasure Data — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 3

Authentication, authorization, and security posture

Operate 2

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 3

The organization behind the API

Other 1

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/treasure-data · machine-readable index on apis.io