AccessVerify
A QA service that publishers, schools, and government agencies run their accessibility content through — catching the specific mistakes current LLMs make on Braille, sign language glosses, and screen-reader-friendly rewrites before materials reach disabled users.
Accessibility coordinators, content managers, and compliance leads at publishers, school districts, and government agencies producing materials for blind and deaf users
- Side-by-side comparison of AI-generated vs. human-correct Braille output with error highlighting and a per-document accuracy score
- Automated audit of educational PDFs, public documents, and websites for the specific failure modes documented in 2026 LLM accessibility research
- Compliance reporting aligned with ADA Title II, IDEA, Section 508, and WCAG accessibility requirements
- Human-in-the-loop escalation to certified Braille transcribers and sign-language interpreters for flagged content
Organizations are deploying LLMs for accessibility tasks the models can't actually do well — the Braille failure paper is just the first hard evidence of a category of harm that creates real liability for schools, publishers, and government agencies
Broader digital accessibility services market is ~$2.5–5.6B and growing, but the specific niche of QA-ing LLM-generated Braille/sign-language/screen-reader output is nascent — the canonical Braille-failure paper only just appeared (LT-EDI 2026) and most orgs haven't yet framed this as a buyable problem.Digital Accessibility Service Market Growth| to Hit $5.6 Billion (2026) ↗ADA Website Remediation Services Market: Size, Share Analysis ↗I'm Sorry, but I Can't Help with Braille: Revealing Accessibility Failures in LLMs ↗
No direct competitor emerged for LLM-output accessibility QA; incumbents (e.g., Digital Accessibility Consulting) explicitly market 'No AI' audits, and existing scanners (axe, Lighthouse, WAVE) only catch surface WCAG issues, not Braille/gloss correctness — leaving a real, narrow white-space.LLMs Expose Accessibility Testing Coverage Gap ↗Accessibility Services Pricing – Audits, PDF, VPAT & More ↗
Clear willingness to pay in adjacent services — ADA Title II engagements from $3,500, audits $100–250/page, PDF remediation from $8/page, fractional retainers from $1,500/mo — but converting schools/gov to a brand-new AI-based QA category will be a long B2B sales cycle.Accessibility Services Pricing – Audits, PDF, VPAT & More ↗
Exceptional regulatory tailwinds: ADA Title II web rule (April 2024), EU EAA enforcement (June 2025), Section 508 refresh — all driving multi-year, compounding demand for accessibility assurance.Digital Accessibility Service Market Growth| to Hit $5.6 Billion (2026) ↗Web Accessibility Remediation Services Market ↗
Hard to build well: requires Braille translators, sign-language linguists, and screen-reader QA expertise plus curated evaluation corpora; the incumbent industry actively rejects AI for this work ('No AI' positioning), and the underlying research shows targeted task-specific training is needed for reliable output.Accessibility Services Pricing – Audits, PDF, VPAT & More ↗I'm Sorry, but I Can't Help with Braille: Revealing Accessibility Failures in LLMs ↗