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 8 API contracts indexed on the APIs.io network, including Data API, Query API, Schema API, and 5 more. Tagged areas include Company, Predictive Database, Machine Learning, Artificial Intelligence, and Recommendations.

The Aito Technologies catalog on APIs.io includes 1 Spectral governance ruleset.

Aito Technologies’ developer surface includes authentication, CLI, sandbox, changelog, documentation, API reference, getting-started guide, and 27 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

60.6/100 strong ▬ flat Agent 27/100 agent aware Front door AI 6/6 dominant Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 published contract 3 Agent Skills

CompanyPredictive DatabaseMachine Learning Artificial Intelligence Recommendations Search Predictive Analytics Automation Data

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information & Data Management

BC-610

Query

POST /api/v1/_predict POST /api/v1/_recommend POST /api/v1/_relate

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 60.6/100 · strong

Contract Quality 8.5 / 19

Developer Ergonomics 12.1 / 15

Access Clarity 13.0 / 15

Operational Transparency 1.8 / 10

Contract Governance 2.9 / 9

Discoverability 5.5 / 8

Regulatory Posture 4.1 / 15

Create-or-Update Ergonomics 1.1 / 10

Agent readiness — 27/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 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

Pagination 0 / 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 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/.

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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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
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)

8 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 45.4 — up to +13.7 composite points
Operational Transparency scores 18.4 — up to +10.6 composite points
Contract Governance scores 31.8 — up to +8.2 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/aito-technologies/apis.yml: open an issue on github.com/api-evangelist/aito-technologies 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 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 8

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.

Aito Technologies Envs API

The envs API from Aito Technologies — 3 operation(s) for envs.

Aito Technologies Introspection API

Build and capability introspection — which core build answered, and which operators are live

Aito Technologies Jobs API

Asynchronous jobs — submit long operations and poll for status/result

Aito Technologies Refs API

The refs API from Aito Technologies — 2 operation(s) for refs.

Aito Technologies Releases API

The releases API from Aito Technologies — 2 operation(s) for releases.

Scroll for all 8

Open Collections 3

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

Aito Technologies data API

OPEN COLLECTION

Aito Technologies data query API

OPEN COLLECTION

Aito Technologies data schema API

OPEN COLLECTION

Agent Skills 3

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

Predict a field value with Aito

AGENT SKILL

Recommend items that optimize a goal with Aito

AGENT SKILL

Search and pattern-match rows with Aito

AGENT SKILL

Aito Technologies API pricing

Prices published by Aito Technologies, read 2026-10-07 from aito.ai/pricing/.

Plan	Price
Self-hosted (free Docker image)	FREE forever Includes: 10,000 rows per table, 50,000 rows total; All API endpoints; Runs anywhere Docker runs; Community su
Self-hosted Production	Custom per deployment Includes: Unlimited rows; All API endpoints; Runs on your infra, VPC, or on-prem; Founder-led onboarding
Cloud-hosted	From €0/ month Includes: Fully managed; EU-hosted (Ireland); Automatic backups on Prod; Aito UI included
Sandbox	FREE Includes: 5000 API calls per month, 100MB storage, 3h active server per day, all API endpoints, Slack support
Dev	€ 75/ month Includes: 500 000 API calls per month, 500MB storage, 12h active server per day
Prod	€ 350/ month Includes: Unlimited API calls per month, 1GB storage extendable, unlimited active server per day, automatic ba
Enterprise	GET A QUOTE Includes: Custom deployment, SLA, dedicated support; on-premise deployment available

Plan details, limits and sources →

Billed by: subscription · FinOps profile →

Pricing Plans 2

Published pricing tiers and plan structures.

Aito Technologies Plans Pricing

7 plans

PLANS

Aito Technologies Price Estimates

0 plans

PLANS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Aito Technologies

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Aito Technologies Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Aito Technologies API Rules

43 rules · 34 errors 8 warnings 1 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.

Aito Technologies Openapi Overlay

3 actions · update · aito-technologies-openapi-original.yml

DERIVED

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 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

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: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  - security
  - sandbox
  generated: '2026-11-06'
  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
- aid: aito-technologies:aito-technologies-envs-api
  name: Aito Technologies Envs API
  description: The envs API from Aito Technologies — 3 operation(s) for envs.
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - envs
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-envs-api-openapi.yml
- aid: aito-technologies:aito-technologies-introspection-api
  name: Aito Technologies Introspection API
  description: Build and capability introspection — which core build answered, and which operators are live
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Introspection
  tags_raw:
  - introspection
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-introspection-api-openapi.yml
- aid: aito-technologies:aito-technologies-jobs-api
  name: Aito Technologies Jobs API
  description: Asynchronous jobs — submit long operations and poll for status/result
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Job
  tags_raw:
  - jobs
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-jobs-api-openapi.yml
- aid: aito-technologies:aito-technologies-refs-api
  name: Aito Technologies Refs API
  description: The refs API from Aito Technologies — 2 operation(s) for refs.
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Refs
  tags_raw:
  - refs
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-refs-api-openapi.yml
- aid: aito-technologies:aito-technologies-releases-api
  name: Aito Technologies Releases API
  description: The releases API from Aito Technologies — 2 operation(s) for releases.
  humanURL: https://aito.ai/docs/api/
  baseURL: https://shared.aito.ai
  tags:
  - Releases
  tags_raw:
  - releases
  properties:
  - type: OpenAPI
    url: openapi/aito-technologies-releases-api-openapi.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/aito-technologies-plans-pricing.yml
- type: CapabilityMap
  url: capabilities/aito-technologies-capability-edges.yml
  name: Aito Technologies Business Capability Map
- 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

Aito Technologies API — frequently asked questions

Does Aito Technologies have an API?

Yes. APIs.io lists 8 APIs from Aito Technologies, including Aito Technologies Data API, Aito Technologies Query API and Aito Technologies Schema API, and 5 more.

Is there an OpenAPI specification for the Aito Technologies API?

Yes. APIs.io indexes 8 OpenAPI specifications for Aito Technologies, each linked for download from this page.

How do I authenticate with the Aito Technologies API?

Aito Technologies uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Aito Technologies Authentication.

How much does the Aito Technologies API cost?

Aito Technologies publishes its prices; its Self-hosted (free Docker image) plan is FREE forever as of 2026-10-07. APIs.io lists 7 pricing plans for Aito Technologies, with each plan's price, limits and inclusions under Pricing on this page.

Is the Aito Technologies API ready for AI agents?

Aito Technologies has a Kin Score of 60.6 out of 100 (strong) and an Agent Readiness score of 26.6 (agent-aware), scored by API Evangelist on 2026-11-06.

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