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

49.8/100 developing ▬ flat Agent 19/100 agent aware Front door AI 6/6 dominant saas Full breakdown ↓
scored 2026-09-25 · rubric v0.23.0

1 APIs

CompanyPredictive DatabaseMachine Learning Artificial Intelligence Recommendations Search Predictive Analytics Automation Data

Kin Score

Kin Score How this is scored →
scored 2026-09-25 · rubric v0.23.0

Composite quality — 49.8/100 · developing

Contract Quality 7.6 / 19

Developer Ergonomics 12.1 / 15

Access Clarity 7.1 / 15

Operational Transparency 1.8 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 4.1 / 15

Create-or-Update Ergonomics 1.1 / 10

Agent readiness — 19/100 · 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

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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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.

Aito Technologies Data API

The data API from Aito Technologies — 7 operation(s) for data.

Aito Technologies Query API

The query API from Aito Technologies — 15 operation(s) for query.

Aito Technologies Schema API

The schema API from Aito Technologies — 5 operation(s) for schema.

Open Collections 4

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Aito Technologies data API

OPEN COLLECTION

Aito Technologies data query API

OPEN COLLECTION

Aito Technologies data schema API

OPEN COLLECTION

Security Posture 2

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

Aito Technologies Authentication

apiKey · 1 scheme

SECURITY

Aito Technologies Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

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

Aito Technologies Agentic Access

34 operations · 25 acting

AGENTIC

Resources

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
- Machine-Learning
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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