Vianai Systems

Vianai Systems is an enterprise AI company whose hila platform delivers GenAI-based conversational analytics ("talk to your data") alongside a machine-learning model monitoring, deployment, and observability platform. The hila REST APIs and Python client SDK (vianops-client) let teams deploy, manage, and monitor models — covering drift detection, explainability, model performance, alerts, data profiling, inference tracking, pipelines, and segments — driven from a vianctl command-line interface. hila is delivered as a customer-deployed platform (per-tenant *.vianai.site) and is available in Google Cloud Gemini Enterprise. The company is ISO 27001 and SOC 2 compliant.

Vianai Systems publishes 1 API on the APIs.io network. Tagged areas include Company, Enterprise, Artificial Intelligence, Machine-Learning, and MLOps.

Vianai Systems’ developer surface includes documentation, API reference, getting-started guide, support, engineering blog, authentication, CLI, and 13 more developer resources.

🌐 Visit website 📡 Source on GitHub

22.2/100 emerging ▬ flat Agent 3/100 human only saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

1 APIs

Company Enterprise Artificial Intelligence Machine-Learning MLOps Model Monitoring Analytics Generative AI Observability Conversational Analytics

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 22.2/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 7.0 / 20

Access Clarity 5.8 / 20

Operational Transparency 0.3 / 13

Contract Governance 2.2 / 12

Discoverability 6.9 / 10

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 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

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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/vianai-systems: 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 1

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

hila REST API

The hila REST APIs provide CRUD operations to deploy, manage, and monitor machine-learning models — drift detection, explainability, model performance, alerts, data profiling, i...

Security Posture 2

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

Vianai Systems Authentication

http/apiKey · 2 schemes

SECURITY

Vianai Systems Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Lifecycle

Lifecycle

Conformance

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

CLI

Packages

SDKs

Access & Security 3

Authentication, authorization, and security posture

Authentication

Authentication

Compliance

Compliance

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: vianai-systems
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - 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
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/vianai-systems.png
name: Vianai Systems
description: Vianai Systems is an enterprise AI company whose hila platform delivers GenAI-based conversational analytics
  ("talk to your data") alongside a machine-learning model monitoring, deployment, and observability platform. The hila REST
  APIs and Python client SDK (vianops-client) let teams deploy, manage, and monitor models — covering drift detection, explainability,
  model performance, alerts, data profiling, inference tracking, pipelines, and segments — driven from a vianctl command-line
  interface. hila is delivered as a customer-deployed platform (per-tenant *.vianai.site) and is available in Google Cloud
  Gemini Enterprise. The company is ISO 27001 and SOC 2 compliant.
url: https://raw.githubusercontent.com/api-evangelist/vianai-systems/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- softbank-vision-fund
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
tags:
- Company
- Enterprise
- Artificial Intelligence
- Machine-Learning
- MLOps
- Model Monitoring
- Analytics
- Generative AI
- Observability
- Conversational Analytics
tags_raw:
- Company
- Enterprise
- Artificial Intelligence
- Machine Learning
- MLOps
- Model Monitoring
- Analytics
- Generative AI
- Observability
- Conversational Analytics
apis:
- name: hila REST API
  description: The hila REST APIs provide CRUD operations to deploy, manage, and monitor machine-learning models — drift detection,
    explainability, model performance, alerts, data profiling, inference tracking, pipelines, projects, and segments. Authentication
    is a bearer access_token obtained from POST /v1/user/login. The API is served per customer deployment from the webservices
    subdomain (e.g. https://webservices.company.vianai.site), with interactive OpenAPI docs at /docs on that host.
  humanURL: https://docs.vian.ai/5.0-r2/apis.html
  baseURL: https://webservices.company.vianai.site
  tags:
  - Machine-Learning
  - Model Monitoring
  - MLOps
  tags_raw:
  - Machine Learning
  - Model Monitoring
  - MLOps
  properties:
  - type: APIReference
    url: https://docs.vian.ai/5.0-r2/api-list.html
  - type: GettingStarted
    url: https://docs.vian.ai/5.0-r2/api-quickstart.html
  - type: Authentication
    url: authentication/vianai-systems-authentication.yml
  - type: Conventions
    url: conventions/vianai-systems-conventions.yml
  - type: X-MCPServerCandidate
    url: mcp/vianai-systems-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.'
common:
- type: Website
  url: https://www.vian.ai
- type: Documentation
  url: https://docs.vian.ai
- type: APIReference
  url: https://docs.vian.ai/5.0-r2/api-list.html
- type: GettingStarted
  url: https://docs.vian.ai/5.0-r2/api-quickstart.html
- type: Support
  url: https://www.vian.ai/contact-us
- type: Blog
  url: https://www.vian.ai/whatsnew
- type: GitHubOrganization
  url: https://github.com/vianai
- type: TermsOfService
  url: https://www.vian.ai/terms-of-use
- type: PrivacyPolicy
  url: https://www.vian.ai/privacy
- type: Authentication
  url: authentication/vianai-systems-authentication.yml
- type: CLI
  url: cli/vianai-systems-cli.yml
- type: Packages
  url: packages/vianai-systems-packages.yml
- type: SDKs
  url: packages/vianai-systems-packages.yml
- type: Conventions
  url: conventions/vianai-systems-conventions.yml
- type: Lifecycle
  url: lifecycle/vianai-systems-lifecycle.yml
- type: Conformance
  url: conformance/vianai-systems-conformance.yml
- type: Compliance
  url: conformance/vianai-systems-conformance.yml
- type: X-MCPServerCandidate
  url: mcp/vianai-systems-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: AgentSkill
  url: skills/_index.yml
- type: DomainSecurity
  url: security/vianai-systems-domain-security.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 11
  pass: local-v1

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