Avala AI, Inc.

Turn fleet data into better Physical AI models. Avala AI, Inc. provides a fleet learning infrastructure that ingests MCAP and RRD, imports LeRobot and ROS bag streams via SDKs, connects custom formats with adapters, and publishes traceable training releases. The platform offers versioned, traceable datasets, labeling with full audit, quality control, and model feedback loops, enabling organizations to turn their sensor data into continuously improving AI models.

Avala AI, Inc. publishes 13 API contracts indexed on the APIs.io network, including Agents API, Exports API, Fleet API, and 10 more. Tagged areas include Artificial Intelligence, Fleet Management, Data, Platform, and Machine Learning.

The Avala AI, Inc. catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Avala AI, Inc.’s developer surface includes authentication, documentation, API reference, getting-started guide, support, engineering blog, pricing, and 33 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

60.0/100 strong Agent 32/100 agent ready Full breakdown ↓
scored 2026-11-02 · rubric v0.26.0 · Show this score on your site →

1 published contract 1 Agent Skills

Artificial Intelligence Fleet Management Data Platform Machine Learning

Kin Score

Kin Score How this is scored →
scored 2026-11-02 · rubric v0.26.0

Composite quality — 60.0/100 · strong

Contract Quality 13.0 / 21

Developer Ergonomics 12.0 / 17

Access Clarity 10.3 / 17

Operational Transparency 4.1 / 11

Contract Governance 3.6 / 10

Discoverability 5.8 / 9

Regulatory Posture 4.9 / 15

Agent readiness — 32/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 0 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/avala-ai/"><img src="https://apis.io/badge/avala-ai/card.svg" alt="Avala AI, Inc. on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 61.1 — up to +9.7 composite points
Operational Transparency scores 36.8 — up to +8.2 composite points
Access Clarity scores 60.5 — up to +7.9 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/avala-ai/apis.yml: open an issue on github.com/api-evangelist/avala-ai to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent2Agent

measured — observed by APIs.io (conformant)

OpenAPI

measured — observed by APIs.io (published)

APIs 13

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

Avala AI, Inc. Agents API

The agents API from Avala AI, Inc. — 4 operation(s) for agents.

Avala AI, Inc. Exports API

To be completed...

Avala AI, Inc. Fleet API

The fleet API from Avala AI, Inc. — 21 operation(s) for fleet.

Avala AI, Inc. Inference Providers API

The inference-providers API from Avala AI, Inc. — 3 operation(s) for inference-providers.

Avala AI, Inc. Models API

The models API from Avala AI, Inc. — 6 operation(s) for models.

Avala AI, Inc. Organizations API

The organizations API from Avala AI, Inc. — 17 operation(s) for organizations.

Avala AI, Inc. Projects API

To be completed...

Avala AI, Inc. Session Definitions API

The session-definitions API from Avala AI, Inc. — 1 operation(s) for session-definitions.

Avala AI, Inc. Slices API

The slices API from Avala AI, Inc. — 5 operation(s) for slices.

Avala AI, Inc. Storage Configs API

The storage-configs API from Avala AI, Inc. — 3 operation(s) for storage-configs.

Avala AI, Inc. Tasks API

List and retrieve annotation tasks.

Avala AI, Inc. Webhook Deliveries API

The webhook-deliveries API from Avala AI, Inc. — 2 operation(s) for webhook-deliveries.

Avala AI, Inc. Webhooks API

The webhooks API from Avala AI, Inc. — 3 operation(s) for webhooks.

Scroll for all 13

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

agents-list

AGENT SKILL

Semantic Vocabularies 1

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

Avala Ai Context

81 classes · 237 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Avala AI, Inc. API Rules

52 rules · 45 errors 5 warnings 2 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Avala Ai Openapi Overlay

1 action · update

GENERATED

JSON Schema 6

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

DatasetItem

20 properties

JSON SCHEMA

OrganizationDetail

31 properties

JSON SCHEMA

OrganizationList

17 properties

JSON SCHEMA

OrganizationUpdate

15 properties

JSON SCHEMA

QualityTarget

16 properties

JSON SCHEMA

StorageConfigList

20 properties

JSON SCHEMA

Security Posture 4

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

Avala Ai Authentication

2 schemes

SECURITY

Avala Ai Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Avala Ai Vulnerability Disclosure

no policy recorded

SECURITY

Avala Ai Trust Center

SOC 2, ISO 27001, GDPR

SECURITY

Agentic Access 1

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

Avala Ai Agentic Access

115 operations · 64 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

WellKnown

Design & Contract 7

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conventions

ErrorCatalog

Conformance

Scroll for all 7

Build 3

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

GitHubOrganization

GitHubOrganization

Access & Security 7

Authentication, authorization, and security posture

Compliance

Authentication

SecurityTxt

Security

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Scroll for all 7

Operate 3

Status, limits, changes, and where to get help

StatusPage

StatusPage

Support

Support

Roadmap

Roadmap

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Newsroom

Newsroom

Website

Website

Blog

Blog

Other 4

Properties that don't map to a standard resource type

Overlay

AgentCard

Hosts

Vendors

Source (apis.yml)

aid: avala-ai
name: Avala AI, Inc.
description: Turn fleet data into better Physical AI models. Avala AI, Inc. provides a fleet learning infrastructure that
  ingests MCAP and RRD, imports LeRobot and ROS bag streams via SDKs, connects custom formats with adapters, and publishes
  traceable training releases. The platform offers versioned, traceable datasets, labeling with full audit, quality control,
  and model feedback loops, enabling organizations to turn their sensor data into continuously improving AI models.
url: https://artifacts.apis.io/avala-ai/apis.yml
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-02'
  method: derived
image: https://avala.ai/api/og?title=Fleet+Learning+Infrastructure+for+Physical+AI&description=Turn+fleet+data+into+better+Physical+AI+models.+Ingest+MCAP+and+RRD%2C+publish+traceable+training+releases+and+trace+model+failures+to+the+data+that+shaped+them.
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-02 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-02'
modified: '2026-11-02'
tags:
- Artificial Intelligence
- Fleet Management
- Data
- Platform
- Machine Learning
tags_raw:
- AI
- Fleet
- Data
- Platform
- Machine Learning
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/avala-ai-agentic-access.yml
- type: Spectral
  url: rules/avala-ai-rules.yml
- type: JSONLD
  url: json-ld/avala-ai-context.jsonld
- type: Vocabulary
  url: vocabulary/avala-ai-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/avala-ai-data-model.yml
- type: Conventions
  url: conventions/avala-ai-conventions.yml
- type: Compliance
  url: https://avala.ai/platform/security
- type: Authentication
  url: authentication/avala-ai-authentication.yml
- type: ErrorCatalog
  url: errors/avala-ai-problem-types.yml
- type: Conformance
  url: conformance/avala-ai-conformance.yml
- type: Overlay
  url: overlays/avala-ai-openapi-overlay.yaml
- type: LLMsTxt
  url: llms/avala-ai-llms.txt
- type: AgentCard
  url: a2a/avala-ai-a2a.yml
- type: SecurityTxt
  url: well-known/avala-ai-security-security.txt
- type: WellKnown
  url: well-known/avala-ai-well-known.yml
- type: Hosts
  url: hosts/avala-ai-hosts.yml
- type: Vendors
  url: vendors/avala-ai-vendors.yml
- type: Packages
  url: packages/avala-ai-packages.yml
- type: StatusPage
  url: https://status.avala.ai
- type: Security
  url: https://avala.ai/platform/security
- type: SDKs
  url: https://www.npmjs.com/package/@avala-ai/sdk
- type: Newsroom
  url: https://avala.ai/news
- type: TrustCenter
  url: security/avala-ai-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/avala-ai-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/avala-ai-domain-security.yml
- type: Website
  url: https://avala.ai/
- type: DeveloperPortal
  url: https://avala.ai/docs
- type: Documentation
  url: https://avala.ai/docs
- type: APIReference
  url: https://avala.ai/docs
- type: GettingStarted
  url: https://avala.ai/docs/getting-started/introduction
- type: Support
  url: https://avala.ai/support
- type: Blog
  url: https://avala.ai/blog
- type: GitHubOrganization
  url: https://github.com/avala-ai
- type: Roadmap
  url: https://avala.ai/roadmap
- type: Pricing
  url: https://avala.ai/pricing
- type: TermsOfService
  url: https://avala.ai/terms
- type: PrivacyPolicy
  url: https://avala.ai/privacy
- type: SignUp
  url: https://avala.ai/signup
- type: Login
  url: https://avala.ai/login
apis:
- aid: avala-ai:avala-ai-agents-api
  name: Avala AI, Inc. Agents API
  description: The agents API from Avala AI, Inc. — 4 operation(s) for agents.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Agents
  tags_raw:
  - agents
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-agents-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-exports-api
  name: Avala AI, Inc. Exports API
  description: To be completed...
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Export
  tags_raw:
  - exports
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-exports-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-fleet-api
  name: Avala AI, Inc. Fleet API
  description: The fleet API from Avala AI, Inc. — 21 operation(s) for fleet.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Fleet Management
  tags_raw:
  - fleet
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-fleet-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-inference-providers-api
  name: Avala AI, Inc. Inference Providers API
  description: The inference-providers API from Avala AI, Inc. — 3 operation(s) for inference-providers.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - inference-providers
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-inference-providers-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-models-api
  name: Avala AI, Inc. Models API
  description: The models API from Avala AI, Inc. — 6 operation(s) for models.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Models
  tags_raw:
  - models
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-models-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-organizations-api
  name: Avala AI, Inc. Organizations API
  description: The organizations API from Avala AI, Inc. — 17 operation(s) for organizations.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Organization
  tags_raw:
  - organizations
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-organizations-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-projects-api
  name: Avala AI, Inc. Projects API
  description: To be completed...
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Project
  tags_raw:
  - projects
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-projects-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-session-definitions-api
  name: Avala AI, Inc. Session Definitions API
  description: The session-definitions API from Avala AI, Inc. — 1 operation(s) for session-definitions.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - session-definitions
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-session-definitions-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-slices-api
  name: Avala AI, Inc. Slices API
  description: The slices API from Avala AI, Inc. — 5 operation(s) for slices.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Slices
  tags_raw:
  - slices
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-slices-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-storage-configs-api
  name: Avala AI, Inc. Storage Configs API
  description: The storage-configs API from Avala AI, Inc. — 3 operation(s) for storage-configs.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - storage-configs
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-storage-configs-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-tasks-api
  name: Avala AI, Inc. Tasks API
  description: List and retrieve annotation tasks.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Task
  tags_raw:
  - tasks
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-tasks-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-webhook-deliveries-api
  name: Avala AI, Inc. Webhook Deliveries API
  description: The webhook-deliveries API from Avala AI, Inc. — 2 operation(s) for webhook-deliveries.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Webhook Deliveries
  tags_raw:
  - webhook-deliveries
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-webhook-deliveries-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
- aid: avala-ai:avala-ai-webhooks-api
  name: Avala AI, Inc. Webhooks API
  description: The webhooks API from Avala AI, Inc. — 3 operation(s) for webhooks.
  humanURL: https://avala.ai/docs/api-reference
  baseURL: https://api.avala.ai/api/v1
  tags:
  - Webhook
  tags_raw:
  - webhooks
  properties:
  - type: OpenAPI
    url: openapi/avala-ai-webhooks-api-openapi.yml
  - type: JSONSchema
    url: json-schema/avala-ai-organization-detail-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-dataset-item-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-quality-target-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-storage-config-list-schema.json
  - type: JSONSchema
    url: json-schema/avala-ai-organization-update-schema.json
x-enrichment:
  date: '2026-11-02'
  status: enriched
  artifacts_added: 36
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

Avala AI, Inc. API — frequently asked questions

Does Avala AI, Inc. have an API?

Yes. APIs.io lists 13 APIs from Avala AI, Inc., including Avala AI, Inc. Agents API, Avala AI, Inc. Exports API and Avala AI, Inc. Fleet API, and 10 more.

Is there an OpenAPI specification for the Avala AI, Inc. API?

Yes. APIs.io indexes 13 OpenAPI specifications for Avala AI, Inc., each linked for download from this page.

How do I authenticate with the Avala AI, Inc. API?

Avala AI, Inc. uses bearer-token authentication (2 schemes). The details are profiled on APIs.io as Avala Ai Authentication.

Is the Avala AI, Inc. API ready for AI agents?

Avala AI, Inc. has a Kin Score of 60.0 out of 100 (strong) and an Agent Readiness score of 31.6 (agent-ready), scored by API Evangelist on 2026-11-02.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/avala-ai"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/avala-ai/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/avala-ai/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.