Includoc vs manual PDF remediation

Manual remediation means a trained person fixes a PDF by hand. They tag the structure, set the reading order, write alt text, rebuild tables and label form fields, usually in tools like Adobe Acrobat Pro, and then test the result with checkers and a screen reader. It produces excellent results on difficult documents, but it's priced per page and it takes time. Includoc automates most of that work, flags the parts that need a person, and offers human verification when the stakes are high. Here's how the two compare on cost, speed and quality, and when it's worth paying for a person.

What manual remediation costs

Vendors charge by the page, with higher rates for complex pages and forms. Published figures:

Includoc's prices are published and per page:

The AI fix is $1.50/page on pay as you go, and the first 10 pages are free after you sign up. Human-verified pages include the AI fix.

What that means for real documents

For most standard pages, the AI fix costs roughly 70 to 90 percent less than typical vendor rates. Forms are different: they need a person's check even after an AI fix, so plan on the human-verified tier for them. At $20 a page, it sits at the low end of the published vendor rates for forms.

Turnaround

• Vendors: turnaround depends on the vendor's queue and the size of the job. Large batches often take days or weeks.
• Includoc AI fix: designed to finish typical files in minutes. Then you spend time on the review screen confirming the items that need a person.
• Includoc human-verified: delivered within 3 business days for up to 100 pages, with rush delivery at 1.5 times the price. Larger jobs get a quote.

Quality: what each does best

A skilled person is better at:

• Meaning. Writing alt text that says what a chart or map means in context, not just what it looks like.
• Complex tables. Merged cells, several levels of headers and tables that span pages.
• Forms. Clear labels, sensible order, instructions in the right place and testing the whole form with a screen reader.
• Math, science and unusual layouts, where there's no standard pattern to follow.

Software is better at:

• Consistency. The same rules applied the same way across thousands of pages.
• Structural work. Tagging, artifacts, role maps, metadata, title, language, tab order and bookmarks.
• Speed and cost, which matter when a backlog runs to thousands of pages.
• Re-checking. Every fixed file is validated again, so a fix that breaks something else is caught.

AI can't make every document fully accessible, and we don't claim it can. Every Includoc result is marked Passed (machine-checked), Needs review or Failed. Items that need judgment go to the review screen, and an AI suggestion we're not confident about is never applied silently.

When to choose a person

Pay for a human check when a document is:

• A form people use to get services, such as permit, benefit or enrollment applications.
• A dense table people rely on, such as a budget, financial statement or fee schedule.
• High stakes, such as a legal notice, a policy or a document someone requested as an accommodation.
• Math or science content, where a wrong formula description misleads.
• A poor scan or handwritten, where text recognition will struggle.

For these, Includoc's human-verified tier adds a certified accessibility specialist (CPACC or IAAP) to the AI fix. The specialist reviews the file against WCAG 2.1 AA and PDF/UA (the ISO standard for accessible PDFs), tests it with the NVDA screen reader, and a second reviewer spot-checks a sample of files. You get a human-verified report. For very large or unusual projects, such as books or design-heavy publications, a full-service vendor may still be the better fit, and that's fine.

A practical mix

Most organizations don't need to choose one approach for everything:

1. Find what you have. Organization plans crawl your website and list the documents they find.
2. Put the most important first, starting with forms and documents people use to access services.
3. AI-fix the bulk, and work through the review items.
4. Human-verify the forms and the high-stakes documents.
5. Keep new uploads accessible with monitoring, so the backlog doesn't grow back.

See pricing for plans and page packs, or check a PDF free to see what your documents need. Forms are the hardest case: our guide to Tagged form fields and Field descriptions explains why. For the full process, read How to make a PDF accessible, and for a specialist tool comparison, see CommonLook vs Includoc.

Sources

• Typical vendor rates: vendor price compilation (Equalify, University of Illinois Chicago) (opens another website)
• Harvard University: document remediation vendors and rates (opens another website)
• The Ohio State University: PDF remediation suppliers (opens another website)