{"slug": "docengine-now-drafts-accessibility-templates-with-ai", "title": "DocEngine now drafts accessibility templates with AI", "summary": "DocEngine, an accessibility tool from Xper Consulting, now uses AI to draft PDF/UA accessibility templates from a user's sample document, available today. The feature includes a human review gate for elements with confidence scores below 0.60 and a validation loop using veraPDF, but does not yet support scanned PDFs.", "body_md": "Most accessibility vendors open with a demo. Ours opens with your PDF. Upload one sample, and DocEngine drafts the accessibility template from it. Available today.\n\nA template is the tagged master document the engine uses to generate PDF/UA output. Until now, someone built it by hand for every new document type: font sizes, column splits, section boundaries, field positions. Slow, precise work. A reviewed draft amortizes across later documents of that type; when the type changes shape, a designer looks again.\n\nInside the draft flow, an LLM decides what things are: template name, document language, semantic roles, heading hierarchy, which regions are tables. The code keeps every coordinate. If you have read [how we built this](/posts/2026/docengine-model-names-code-keeps-coordinates/), you know the boundary. This post is about what to demand before trusting any AI accessibility feature.\n\n## Two things to demand\n\n**A human review gate.** Every draft carries a confidence score per element; anything below 0.60 is flagged. Ask a vendor what happens under their threshold. The right answer names a person who reads the flagged drafts before anything reaches production. “The AI is very accurate” is not an answer.\n\n**A validation loop.** After DocEngine processes a document, [veraPDF](https://verapdf.org) validates the result against PDF/UA-1 inside the same workflow, and you see the report: failed checks and fixes, not a green tick. Ask any vendor for that report on your own sample, not a screenshot of a passing run on theirs.\n\nPlenty of AI accessibility features are demos wearing product clothes. Demand those two from any vendor. If the answer is a demo, walk.\n\n## One honest limit\n\nScanned PDFs are not supported yet. The draft flow handles born-digital documents.\n\n## Where to see it\n\n[DocEngine](https://xperconsulting.no/docengine) converts standard PDFs to PDF/UA and now drafts the templates that make it fast. Book a demo and bring your worst PDF. Even the scanned one. We will name what it cannot do before you ask.", "url": "https://wpnews.pro/news/docengine-now-drafts-accessibility-templates-with-ai", "canonical_source": "https://hajek.no/posts/2026/docengine-drafts-accessibility-templates-with-ai/", "published_at": "2026-08-28 13:00:00+00:00", "updated_at": "2026-08-31 15:55:06.060172+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-products", "ai-tools"], "entities": ["DocEngine", "Xper Consulting", "veraPDF"], "alternates": {"html": "https://wpnews.pro/news/docengine-now-drafts-accessibility-templates-with-ai", "markdown": "https://wpnews.pro/news/docengine-now-drafts-accessibility-templates-with-ai.md", "text": "https://wpnews.pro/news/docengine-now-drafts-accessibility-templates-with-ai.txt", "jsonld": "https://wpnews.pro/news/docengine-now-drafts-accessibility-templates-with-ai.jsonld"}}