Ace Vision Group

Ace Vision Group, Inc. (AVG) is a Boston, Massachusetts based emerging medical laser device company founded in 2006 by vision scientist AnnMarie Hipsley, DPT, PhD. The company develops the VisioLite Er:YAG ophthalmic laser system and Laser Scleral Microporation (LSM), a non-contact therapeutic procedure intended to treat age-related eye dysfunction such as presbyopia by micro-porating the sclera to restore the eye's natural dynamic range of focus. The VisioLite system remains under development and has not been approved or cleared for commercial sale in the United States, European Union, United Kingdom or other jurisdictions. Ace Vision Group publishes a four-page corporate website and operates no developer program, public API, SDK or machine-readable interface of any kind.

Ace Vision Group is profiled on the APIs.io network. Tagged areas include Company, Medical Devices, Ophthalmology, Healthcare, and Lasers.

🌐 Visit website 📡 Profile data on GitHub

3.7/100 minimal ▬ flat Agent 0/100 human only Front door AI 1/6 silent Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs

Company Medical Devices Ophthalmology Healthcare Lasers Medical Technology Life Sciences Presbyopia

Kin Score

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

Composite quality — 3.7/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 0.0 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.1 / 9

Regulatory Posture 0.7 / 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

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Health 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
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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

13 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 0.0 — up to +20.0 composite points
Access Clarity scores 0.0 — up to +20.0 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/acevisiongroup/apis.yml: open an issue on github.com/api-evangelist/acevisiongroup 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 →

Security Posture 1

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

Acevisiongroup Domain Security

TLSv1.2 · DNSSEC · DMARC

SECURITY

Resources

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Contact

Contact

Company 3

The organization behind the API

Website

Website

About

About

LinkedIn

Other 1

Properties that don't map to a standard resource type

x-secondary-market-listing

x-secondary-market-listing

Source (apis.yml)

aid: acevisiongroup
name: Ace Vision Group
description: Ace Vision Group, Inc. (AVG) is a Boston, Massachusetts based emerging medical laser device company founded in
  2006 by vision scientist AnnMarie Hipsley, DPT, PhD. The company develops the VisioLite Er:YAG ophthalmic laser system and
  Laser Scleral Microporation (LSM), a non-contact therapeutic procedure intended to treat age-related eye dysfunction such
  as presbyopia by micro-porating the sclera to restore the eye's natural dynamic range of focus. The VisioLite system remains
  under development and has not been approved or cleared for commercial sale in the United States, European Union, United
  Kingdom or other jurisdictions. Ace Vision Group publishes a four-page corporate website and operates no developer program,
  public API, SDK or machine-readable interface of any kind.
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: none
  source:
  - security
  generated: '2026-11-06'
  method: derived
image: https://acevisiongroup.com/app/uploads/2026/02/logo_color_wo_moto.png
url: https://raw.githubusercontent.com/api-evangelist/acevisiongroup/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: stub
x-tier-reason: harvest
specificationVersion: '0.20'
created: '2026-09-06'
modified: '2026-09-06'
tags:
- Company
- Medical Devices
- Ophthalmology
- Healthcare
- Lasers
- Medical Technology
- Life Sciences
- Presbyopia
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/acevisiongroup-domain-security.yml
- type: LLMsTxt
  url: llms/acevisiongroup-llms.txt
- type: Website
  url: https://acevisiongroup.com/
- type: About
  url: https://acevisiongroup.com/about-us/
- type: Features
  url: https://acevisiongroup.com/technology/
- type: Contact
  url: https://acevisiongroup.com/contact-us/
- type: LinkedIn
  url: https://www.linkedin.com/company/ace-vision-group/
- type: x-secondary-market-listing
  url: https://equityzen.com/company/acevisiongroup
x-enrichment:
  date: '2026-09-06'
  status: minimal
  artifacts_added: 3
  pass: local-v3
x-coverage:
  state: none
  reason: not-a-software-company
  detail: Ace Vision Group is a pre-commercial ophthalmic laser device manufacturer whose entire public presence is a four-page
    WordPress brochure site (home, about, technology, contact) with no developer section, no API reference and no machine-readable
    contract at any host; its VisioLite Er:YAG laser is still under development and not cleared for commercial sale, so the
    product is hardware, not software.
  evidence:
  - url: https://acevisiongroup.com/
    status: 200
  - url: https://acevisiongroup.com/technology/
    status: 200
  - url: https://acevisiongroup.com/openapi.json
    status: 404
  - url: https://acevisiongroup.com/.well-known/agent-card.json
    status: 404
  - url: https://acevisiongroup.com/llms.txt
    status: 404
  - url: https://acevisiongroup.com/sitemap_index.xml
    status: 200
  checked: '2026-09-06'

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