VISO

viso.ai builds Visual General Intelligence, a new kind of computer vision that understands any scene out of the box without data collection, annotation, or per-question retraining. The company ships two products: Viso Suite, an industry- and hardware-agnostic no-code/low-code cloud platform to build, deploy, scale, and operate real-world computer vision applications; and Viso Now, an agentic computer vision platform whose vision agents connect a camera feed, recognize the scene, write the detection logic, and wire the alerts on auto-pilot. Viso Now plugs into the cameras and video systems teams already run through ready-made connectors, then pushes outputs anywhere: alerts to Slack, Teams, or email, and media forwarded into any ERP, BI tool, or third-party system over a direct API. The Viso Now backend is exposed as an authenticated Apollo GraphQL API at now.viso.ai with Google sign-in.

VISO is listed with 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Computer Vision, Machine Learning, and Video Analytics.

VISO’s developer surface includes documentation, pricing, signup flow, authentication, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

20.3/100 emerging ▬ flat Agent 5/100 agent aware saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 API

Company Artificial Intelligence Computer Vision Machine Learning Video AnalyticsVision AgentsEdge AI GraphQL No-Code

Kin Score

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

Composite quality — 20.3/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 2.0 / 17

Access Clarity 5.4 / 17

Operational Transparency 1.7 / 11

Contract Governance 1.9 / 10

Discoverability 6.2 / 9

Regulatory Posture 2.3 / 15

Agent readiness — 5/100 · agent aware

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 0 / 5

Well-Known Catalog 4 / 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 5 / 5

Distinct Operations 3 / 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 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.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% 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):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

11 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 11.9 — up to +17.6 composite points
Access Clarity scores 31.6 — up to +13.7 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/viso/apis.yml: open an issue on github.com/api-evangelist/viso 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

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.

GraphQL

tagged — the provider's own APIs.json carries the standard as a tag; implementation not verified

APIs 1

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

Viso Now GraphQL API

Authenticated Apollo GraphQL API backing the Viso Now agentic computer vision app. Anonymous access is denied (HTTP 403); sign-in is via Google Identity Services with a session ...

VISO API pricing

Prices published by VISO, read 2026-10-07 from viso.ai/viso-now/pricing/.

Plan	Price
Free	$0 per month Includes: 5 daily credits (up to 30/month)
Pro	$25 per month Includes: 100 monthly credits; 5 daily credits (up to 150/month); credit rollovers
Business	$50 per month Includes: 100 monthly credits; 5 daily credits (up to 150/mo)
Enterprise	Platform fee Includes: Volume-based credit pricing

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Viso Plans Pricing

4 plans

PLANS

Service Levels 1

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

VISO

SLA

Security Posture 2

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

Viso Authentication

oauth2/session · 2 schemes

SECURITY

Viso Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

LLMsTxt

LLMsTxt

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Lifecycle

Lifecycle

Conformance

Conformance

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

StatusPage

StatusPage

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Source (apis.yml)

aid: viso
name: VISO
description: 'viso.ai builds Visual General Intelligence, a new kind of computer vision that understands any scene out of
  the box without data collection, annotation, or per-question retraining. The company ships two products: Viso Suite, an
  industry- and hardware-agnostic no-code/low-code cloud platform to build, deploy, scale, and operate real-world computer
  vision applications; and Viso Now, an agentic computer vision platform whose vision agents connect a camera feed, recognize
  the scene, write the detection logic, and wire the alerts on auto-pilot. Viso Now plugs into the cameras and video systems
  teams already run through ready-made connectors, then pushes outputs anywhere: alerts to Slack, Teams, or email, and media
  forwarded into any ERP, BI tool, or third-party system over a direct API. The Viso Now backend is exposed as an authenticated
  Apollo GraphQL API at now.viso.ai with Google sign-in.'
url: https://raw.githubusercontent.com/api-evangelist/viso/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- accel
x-tier: stub
x-tier-reason: portfolio-lead
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: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
image: https://viso.ai/wp-content/uploads/2021/03/viso-ai-logo.png
tags:
- Company
- Artificial Intelligence
- Computer Vision
- Machine Learning
- Video Analytics
- Vision Agents
- Edge AI
- GraphQL
- No-Code
tags_raw:
- Company
- Ai
- Computer Vision
- Machine Learning
- Video Analytics
- Vision Agents
- Edge AI
- GraphQL
- No-Code
- Computer-Vision
- Machine-Learning
apis:
- name: Viso Now GraphQL API
  description: Authenticated Apollo GraphQL API backing the Viso Now agentic computer vision app. Anonymous access is denied
    (HTTP 403); sign-in is via Google Identity Services with a session credential. GraphQL introspection is disabled in production,
    so no machine-readable schema is published.
  humanURL: https://docs.now.viso.ai/
  baseURL: https://now.viso.ai/api/svc-viso-now/graphql
  tags:
  - GraphQL
  - Computer Vision
  - Vision Agents
  tags_raw:
  - GraphQL
  - Computer Vision
  - Vision Agents
  - Computer-Vision
  properties:
  - type: GraphQL
    url: https://now.viso.ai/api/svc-viso-now/graphql
  - type: Documentation
    url: https://docs.now.viso.ai/
  - type: Authentication
    url: authentication/viso-authentication.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/viso-plans-pricing.yml
- type: Website
  url: https://viso.ai/
- type: DeveloperPortal
  url: https://docs.now.viso.ai/
- type: Documentation
  url: https://docs.now.viso.ai/
- type: Pricing
  url: https://viso.ai/viso-now/pricing/
- type: SignUp
  url: https://now.viso.ai/
- type: TermsOfService
  url: https://viso.ai/legal/terms-of-service/
- type: PrivacyPolicy
  url: https://viso.ai/legal/privacy-policy/
- type: StatusPage
  url: https://status.viso.ai/status/viso-now
- type: Authentication
  url: authentication/viso-authentication.yml
- type: Lifecycle
  url: lifecycle/viso-lifecycle.yml
- type: Conformance
  url: conformance/viso-conformance.yml
- type: WellKnown
  url: well-known/viso-well-known.yml
- type: LLMsTxt
  url: llms/viso-llms.txt
- type: DomainSecurity
  url: security/viso-domain-security.yml
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 5
  pass: local-v1

VISO API — frequently asked questions

Does VISO have an API?

Yes. APIs.io lists 1 API from VISO, including Viso Now GraphQL API.

How do I authenticate with the VISO API?

VISO uses bearer-token authentication (oauth2/session · 2 schemes). The details are profiled on APIs.io as Viso Authentication.

How much does the VISO API cost?

VISO publishes its prices; its Free plan is $0 per month as of 2026-10-07. APIs.io lists 4 pricing plans for VISO, with each plan's price, limits and inclusions under Pricing on this page.

Is the VISO API ready for AI agents?

VISO has a Kin Score of 20.3 out of 100 (emerging) and an Agent Readiness score of 5.4 (agent-aware), scored by API Evangelist on 2026-11-06.

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