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
54.5/100 developing ▬ flat Agent 65/100 agent native Full breakdown ↓
scored 2026-07-23 · rubric v0.5
AccessSelf serve
3 APIs 1 MCP Servers
CompanyPredictive DatabaseMachine LearningArtificial IntelligenceRecommendationsSearchPredictive AnalyticsAutomationData

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-23 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality 10.3 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 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
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. 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. Want it done for you? Prioritized profiling — $2,500 →

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.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

aito-technologies-mcp.yml

MCP SERVER

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 · 27 acting

34 operations · 27 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Sandbox
Sandbox
 DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 SignUp
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

MCPServer
MCPServer
 LLMsTxt
LLMsTxt
 AgenticAccess
AgenticAccess
 AgentSkill
AgentSkill

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conventions
Conventions
 ErrorCatalog
ErrorCatalog
 Lifecycle
Lifecycle
 Conformance
Conformance
 DataModel
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
Authentication
 DomainSecurity
DomainSecurity
 Compliance
Compliance
 TrustCenter
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)

apis.yml Raw ↑ 
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
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
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
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
  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
  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
  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: MCPServer
  url: mcp/aito-technologies-mcp.yml
- 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