Aito Technologies

Aito Technologies (Aito.ai, legal entity Episto Oy of Vantaa, Finland) builds a predictive database that delivers instant, calibrated machine-learning predictions from live business data with no model training. Its REST Query API exposes a SQL-like JSON interface for prediction, recommendation, similarity search, classification, pattern matching, and statistical relation over your own tables, alongside schema and data-management endpoints. Aito powers predictive accounting (GL coding, invoice routing, fraud detection), predictive ERP, and predictive e-commerce, and is delivered as an EU-hosted cloud service (Ireland, eu-west-1) or a self-hosted Docker container. Authentication is an x-api-key header with read-only and read/write key types.

Aito Technologies publishes 3 APIs on the APIs.io network: data API, query API, and schema API. Tagged areas include Company, Predictive Database, Machine-Learning, Artificial Intelligence, and Recommendations.

Aito Technologies’ developer surface includes authentication, CLI, sandbox, changelog, documentation, API reference, getting-started guide, and 25 more developer resources.

🌐 Visit website 📡 Source on GitHub

48.9/100 developing ▬ flat Agent 21/100 agent aware saas Full breakdown ↓
scored 2026-09-06 · rubric v0.19.0

1 APIs

CompanyPredictive DatabaseMachine-Learning Artificial Intelligence Recommendations Search Predictive Analytics Automation Data

Kin Score

Kin Score How this is scored →
scored 2026-09-06 · rubric v0.19.0

Composite quality — 48.9/100 · developing

Contract Quality 11.2 / 25

Developer Ergonomics 16.1 / 20

Access Clarity 9.5 / 20

Operational Transparency 2.4 / 13

Contract Governance 2.2 / 12

Discoverability 7.6 / 10

Agent readiness — 21/100 · agent aware

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 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 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

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 github.com/api-evangelist/aito-technologies: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 3

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

Get Started 4

Portal, sign-up, and the first successful call

Sandbox

DeveloperPortal

GettingStarted

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

LLMsTxt

AgenticAccess

AgentSkill

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

Lifecycle

Conformance

DataModel

Build 4

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

CLI

CLI

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

Authentication

DomainSecurity

Compliance

TrustCenter

Operate 3

Status, limits, changes, and where to get help

StatusPage

StatusPage

ChangeLog

ChangeLog

Support

Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: aito-technologies
name: Aito Technologies
description: Aito Technologies (Aito.ai, legal entity Episto Oy of Vantaa, Finland) builds a predictive database that delivers
  instant, calibrated machine-learning predictions from live business data with no model training. Its REST Query API exposes
  a SQL-like JSON interface for prediction, recommendation, similarity search, classification, pattern matching, and statistical
  relation over your own tables, alongside schema and data-management endpoints. Aito powers predictive accounting (GL coding,
  invoice routing, fraud detection), predictive ERP, and predictive e-commerce, and is delivered as an EU-hosted cloud service
  (Ireland, eu-west-1) or a self-hosted Docker container. Authentication is an x-api-key header with read-only and read/write
  key types.
url: https://raw.githubusercontent.com/api-evangelist/aito-technologies/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- creandum
x-tier: enriched
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  - sandbox
  generated: '2026-09-03'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-17'
image: https://console.aito.ai/aito-favicon-128.png
tags:
- Company
- Predictive Database
- Machine-Learning
- Artificial Intelligence
- Recommendations
- Search
- Predictive Analytics
- Automation
- Data
tags_raw:
- Company
- Predictive Database
- Machine Learning
- Artificial Intelligence
- Recommendations
- Search
- Predictive Analytics
- Automation
- Data
apis:
- aid: aito-technologies:aito-technologies-data-api
  name: Aito Technologies data API
  description: The data API from Aito Technologies — 7 operation(s) for data.
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Data
  tags_raw:
  - data
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-data-api-openapi.yml
  - type: Swagger
    url: https://aito.ai/docs/api/
  - type: Authentication
    url: authentication/aito-technologies-authentication.yml
- aid: aito-technologies:aito-technologies-query-api
  name: Aito Technologies query API
  description: The query API from Aito Technologies — 15 operation(s) for query.
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Query
  tags_raw:
  - query
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-query-api-openapi.yml
  - type: Swagger
    url: https://aito.ai/docs/api/
  - type: Authentication
    url: authentication/aito-technologies-authentication.yml
- aid: aito-technologies:aito-technologies-schema-api
  name: Aito Technologies schema API
  description: The schema API from Aito Technologies — 5 operation(s) for schema.
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Schema
  tags_raw:
  - schema
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-schema-api-openapi.yml
  - type: Swagger
    url: https://aito.ai/docs/api/
  - type: Authentication
    url: authentication/aito-technologies-authentication.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Authentication
  url: authentication/aito-technologies-authentication.yml
- type: DomainSecurity
  url: security/aito-technologies-domain-security.yml
- type: Conventions
  url: conventions/aito-technologies-conventions.yml
- type: ErrorCatalog
  url: errors/aito-technologies-problem-types.yml
- type: Lifecycle
  url: lifecycle/aito-technologies-lifecycle.yml
- type: StatusPage
  url: https://aitostatus.statuspage.io
- type: X-MCPServerCandidate
  url: mcp/aito-technologies-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: LLMsTxt
  url: llms/aito-technologies-llms.txt
- type: Packages
  url: packages/aito-technologies-packages.yml
- type: SDKs
  url: packages/aito-technologies-packages.yml
- type: CLI
  url: cli/aito-technologies-cli.yml
- type: Conformance
  url: conformance/aito-technologies-conformance.yml
- type: Compliance
  url: https://aito.ai/trust/security/
- type: TrustCenter
  url: https://aito.ai/trust/
- type: DataModel
  url: data-model/aito-technologies-data-model.yml
- type: Overlay
  url: overlays/aito-technologies-openapi-overlay.yaml
- type: AgenticAccess
  url: agentic-access/aito-technologies-agentic-access.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Sandbox
  url: sandbox/aito-technologies-sandbox.yml
- type: ChangeLog
  url: https://aito.releasenotes.io/
- type: DeveloperPortal
  url: https://aito.ai/docs/
- type: Documentation
  url: https://aito.ai/docs/
- type: APIReference
  url: https://aito.ai/docs/api/
- type: GettingStarted
  url: https://aito.ai/docs/
- type: Support
  url: https://aito.ai/join-slack/
- type: Blog
  url: https://aito.ai/blog/
- type: GitHubOrganization
  url: https://github.com/AitoDotAI
- type: Pricing
  url: https://aito.ai/pricing/
- type: SignUp
  url: https://console.aito.ai/account/authentication/?signUp=true
- type: TermsOfService
  url: https://aito.ai/terms-of-service/
- type: PrivacyPolicy
  url: https://aito.ai/privacy-policy/
- type: Website
  url: https://aito.ai
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

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Aito Technologies

Kin Score

APIs 3

Aito Technologies data API

Aito Technologies query API

Aito Technologies schema API

Open Collections 4

API Collection

Aito Technologies data API

Aito Technologies data query API

Aito Technologies data schema API

Security Posture 2

Aito Technologies Authentication

Aito Technologies Domain Security

Agentic Access 1

Aito Technologies Agentic Access

Resources