Obvio

Obvio is an AI-powered traffic-safety platform that helps cities and police departments detect and enforce reckless driving. Its context-aware computer-vision cameras identify stop-sign violations, crosswalk failures, school-zone speeding, and distracted driving, then support law enforcement in reducing infractions and improving road safety. Obvio is a physical-AI company deployed with police departments in Maryland and expanding into new states; it is backed by Bain Capital Ventures, Homebrew, and Khosla Ventures. Added to the API Evangelist network from a VC portfolio lead; no public API or developer surface is currently published.

Obvio is profiled on the APIs.io network. Tagged areas include Company, Physical AI, Traffic Safety, Public Safety, and Computer Vision.

Obvio’s developer surface includes engineering blog, support, and 2 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

4.8/100 minimal ▬ flat Agent 0/100 human only Front door AI 2/6 trace Full breakdown ↓
scored 2026-10-23 · rubric v0.25.0 · Show this score on your site →

0 APIs

Company Physical AI Traffic Safety Public Safety Computer Vision Road Safety Law Enforcement Artificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-10-23 · rubric v0.25.0

Composite quality — 4.8/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.1 / 9

Regulatory Posture 0.8 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 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 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 5 / 5

Distinct Operations 3 / 3

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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<a href="https://apis.io/providers/obvio/"><img src="https://apis.io/badge/obvio/card.svg" alt="Obvio on APIs.io — Kin Score by API Evangelist"></a>

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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/obvio: 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 →

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.

Security Posture 1

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

Obvio Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: obvio
deliveryModel:
  model: unknown
  open_source: false
  commercial: false
  callable_host: false
  label: Delivery model not determined — needs a product licence on record
  confidence: low
  source:
  - none
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/obvio.png
name: Obvio
description: Obvio is an AI-powered traffic-safety platform that helps cities and police departments detect and enforce reckless
  driving. Its context-aware computer-vision cameras identify stop-sign violations, crosswalk failures, school-zone speeding,
  and distracted driving, then support law enforcement in reducing infractions and improving road safety. Obvio is a physical-AI
  company deployed with police departments in Maryland and expanding into new states; it is backed by Bain Capital Ventures,
  Homebrew, and Khosla Ventures. Added to the API Evangelist network from a VC portfolio lead; no public API or developer
  surface is currently published.
url: https://raw.githubusercontent.com/api-evangelist/obvio/refs/heads/main/apis.yml
x-api-posture: no-product-api
x-api-posture-basis: observed
x-api-posture-note: Added to the API Evangelist network from a VC portfolio lead; no public API or developer surface is currently
  published.
x-type: company
x-source: vc-portfolio
x-backed-by:
- bain-capital-ventures
- homebrew
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Physical AI
- Traffic Safety
- Public Safety
- Computer Vision
- Road Safety
- Law Enforcement
- Artificial Intelligence
tags_raw:
- Company
- Physical Ai
- Traffic Safety
- Public Safety
- Computer Vision
- Road Safety
- Law Enforcement
- Artificial Intelligence
- Computer-Vision
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/obvio-domain-security.yml
- type: Website
  url: https://www.obvio.ai/
- type: Blog
  url: https://www.obvio.ai/blog
- type: Support
  url: mailto:info@obvio.ai
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 1
  pass: local-v1

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