Aisling Solutions

Accessibility Testing,
Reimagined

We build AI-assisted tools that help QA teams identify accessibility and functional test considerations that automated engines miss — keeping human judgment at the center of every decision.

View Our Products
AI
Advisory-First Design
3
Provider Architectures
WCAG
Referenced, Not Judged
To Run in POC Phase
Our Mission

Working towards a future
that includes all!

Automated accessibility scanners catch what they can measure. They cannot explain why something matters, help a tester know what to validate manually, or bridge the gap between technical output and human understanding. We build the tools that fill that gap.

Human-in-the-Loop

Every output from our tools is framed as a suggestion for human review. AI supplements tester judgment — it never replaces it. No automated verdicts. No compliance certifications.

Advisory by Design

Our ethical guardrails are enforced in code, not just policy. Forbidden compliance language is blocked at the pipeline level before it can reach the user.

Accessible to Build

We believe accessibility tooling should not require enterprise budgets. Our architecture is designed to run on zero-dollar infrastructure during development, scaling to funded providers when ready.

Open to Integrate

Provider-agnostic architecture means our tools are not locked to any single AI vendor. Gemini, Ollama, Azure OpenAI — one configuration change, no code rewrites.

A name with three
layers of meaning

Aisling Solutions CMX was founded by Mario Martinez, a Software Quality Assurance Engineer with 15 years of experience in automation development, test framework design, and accessibility testing — who set out to build the tools he always wished existed.

The name carries everything that matters. Aisling is an Irish word meaning dream or vision — pronounced ASH-ling. It reflects what every startup begins as: a belief that something better is possible.

CMX are the initials of the founder's children. They are not an afterthought in the name — they are the reason behind it. Building tools that matter, for a future worth building, for the people who make it worth dreaming.

That combination — dream, purpose, and the people you do it for — is what Aisling Solutions CMX is built on. It shapes every architectural decision, every ethical constraint we enforce in code, and every product we ship.

We are an early-stage software company based in Olympia, Washington, building AI-assisted accessibility testing tools for QA teams who may need more than what automated scanners can provide. Our first proof-of-concept is complete. Our full platform is in active development. And we are just getting started.

Aisling
Irish · pronounced ASH-ling
Dream or vision — a poetic form in Irish literature in which the speaker is visited by a figure who reveals a better future.
Solutions
What we build
Tools that solve real problems for real testers — not theory, not demos. Software that works in the QA workflows people actually use.
CMX
The reason we build
The initials of the founder's children — C, M, and X. The people this is all for. The reason the dream is worth pursuing.

Two products.
One mission.

ATF Assist and Access Test Forge are designed to work together — the AI advisory layer proven in isolation, then integrated into the full testing platform.

POC Complete

ATF Assist

An AI-powered CLI tool that analyzes HTML content and provides structured advisory guidance for accessibility and functional testing. Uses a swappable provider architecture supporting Gemini, Ollama, and Azure OpenAI.

  • Advisory accessibility test suggestions
  • Functional test ideas with accessibility context
  • Manual vs. automatable distinction
  • WCAG-referenced guidance — non-authoritative
  • Runs fully offline via local Ollama provider
  • Ethical guardrails enforced in pipeline code
In Development

Access Test Forge

A full SaaS platform for QA teams that integrates AI-assisted accessibility review directly into the testing workflow. ATF Assist's proven advisory layer becomes the intelligence engine behind the Recording Wizard and Review components.

  • Browser-based test recording with accessibility awareness
  • Component-level advisory analysis at point of interaction
  • Structured test case generation from recorded sessions
  • Team collaboration and review workflows
  • Enterprise provider support via Azure OpenAI
  • Designed for QA teams of all technical levels

ATF Assist POC — Validation Complete

The ATF Assist proof-of-concept has been built, validated, and demonstrated end-to-end. All exit criteria met. The provider abstraction layer, prompt strategy, and ethical guardrail system established in the POC fold directly into ATF v1.

v0.1 Complete
Our Approach

Principles we build by

Every architectural and product decision at Aisling Solutions flows from the same set of principles.

01 — Ethics

Advisory, Always

Our tools suggest. They never certify. Compliance language is blocked in code at the pipeline level — not as a policy consideration, but as an architectural constraint.

02 — Architecture

Vendor-Agnostic AI

Provider lock-in is a liability. Our swappable provider pattern means we can run on free-tier models during development and enterprise models in production — without touching application code.

03 — Scope

Prove Before Building

We validate the riskiest assumptions in isolation before integrating. The ATF Assist POC existed to answer one question — and it answered it cleanly before ATF v1 begins.

04 — Users

Built for Non-Experts

Accessibility tooling that only works for accessibility experts is not accessibility tooling. Our interfaces are designed for manual testers, developers, and QA teams of all technical levels.

05 — Security

Credentials Never Committed

Security practices are non-negotiable from day one. API keys live in gitignored config files. Example configs ship with empty values. No exceptions, no shortcuts.

06 — Funding

Zero-Dollar by Default

We build on free-tier infrastructure first, paid infrastructure when funded. This keeps development moving without financial pressure and validates the architecture independently of budget.

Work with us.
Follow our progress.

We are in active development and selectively engaging with QA teams, accessibility professionals, and potential partners interested in early access to Access Test Forge.