# Avala AI, Inc.

**Canonical:** https://apis.io/providers/avala-ai/  
**Website:** https://avala.ai/  
**APIs profiled:** 1

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.

## Kin Score — 60.0 / 100 (strong)

Scored 2026-11-02 under rubric 0.26.0.

| Facet | Score |
|---|---|
| Discoverability | 67.9 |
| Contract Quality | 61.1 |
| Contract Governance | 35.6 |
| Operational Transparency | 36.8 |
| Developer Ergonomics | 70.7 |
| Access Clarity | 60.5 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 32.7 (matched via fallback).

## Agent readiness — 31.6 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | derived |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | unknown |
| Well Known Catalog | yes |
| Consent Identity | no |
| Agent Card | conformant |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | paginated |
| Operation Distinctiveness | no |
| MCP Tool Quality | na |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## APIs (13)

- **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.

## Agentic access (1)

- **Avala Ai Agentic Access** — 115 operations · 64 acting

## Security (4)

- **Avala Ai Authentication** — 2 schemes
- **Avala Ai Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC
- **Avala Ai Vulnerability Disclosure** — no policy recorded
- **Avala Ai Trust Center** — SOC 2, ISO 27001, GDPR

## Tags

Artificial Intelligence, Fleet Management, Data, Platform, Machine Learning

---

Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/avala-ai/). Scores are computed from the provider's own public artifacts under a published rubric.