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Approving Agentic AI Fixes

**Agentic Fixes** is AllAccessible's human-in-the-loop agentic AI remediation. AllAccessible AI (✦) reviews your recent audits, drafts specific fixes

Written by Frank

Approving Agentic AI Fixes

Overview

Agentic Fixes is AllAccessible's human-in-the-loop agentic AI remediation. AllAccessible AI (✦) reviews your recent audits, drafts specific fixes for common accessibility issues, and groups them so one fix can apply across every page it appears on. Nothing goes live until you approve it. This guide walks through reviewing proposed fixes, approving and deploying them, and reverting a fix if you change your mind.

The model is: your AI auto-suggests, your team approves. Fixes are drafted for you, but you stay in control — review each one, edit it if needed, and approve only what you want. Approved fixes are applied by the widget at runtime as accessibility attributes; they don't change your site's visual design or page structure.

Who This Is For

  • Site owners and team members with access to a site on a paid plan

  • Anyone reviewing AI-drafted accessibility fixes before they go live

  • Customers who want to undo a previously approved fix

What You'll Learn

  • Where Agentic Fixes lives and how to read a fix card

  • How to see every page a fix affects

  • How to approve and deploy fixes (Approve on N pages / Approve & Deploy)

  • How to revert a fix that's already applied


What Agentic Fixes Does (and Doesn't) Do

AllAccessible AI reviews your recent audits and drafts targeted fixes — things like adding an accessible label to an unlabeled button, adding text to an empty link, or setting the page language. Because the same issue often repeats across many pages, fixes are grouped: one card can represent a fix that applies everywhere that issue appears.

Fixes are applied by the widget at runtime as accessibility attributes (for example, an aria-label). Approving a fix does not alter your site's visual layout or DOM structure — it layers accessibility information on top on the next page load.

Image alt text is handled separately in the Image Manager, not here.

Beta: Agentic Fixes carries a Beta badge. The core review-and-approve flow is stable; you may see labels and copy continue to evolve.


Step-by-Step: Review and Approve

Step 1: Open Agentic Fixes

  1. Log in and select your site (and subdomain)

  2. Open the Audits & Fixes tab

  3. In the sub-navigation, open Agentic Fixes

The page is titled Agentic Fixes with a Beta badge. Its description reads: "Each card below is a fix that appears on multiple pages. Review, edit if needed, then approve to apply everywhere at once." A summary line tells you how much is waiting, e.g. "12 unique fixes ready to review across 40 pages."

📷 Agentic Fixes grouped view with fix cards

Step 2: Filter by Status

Fixes are organized into status tabs:

  • Pending review — drafts waiting for your decision

  • Approved & applied — fixes you've approved that are now live

  • Reverted — fixes you previously approved and then undid

Start in Pending review.

Step 3: Read a Fix Card

Each card is written in plain English so you can make a decision without reading code. A card shows:

  • A plain-language title (e.g. "Label 3 unlabeled buttons," "Add text to 2 empty links," "Set page language on 5 pages")

  • The problem in plain language

  • The proposed change (e.g. "Our fix: Add an aria-label attribute reading…")

  • WCAG criterion pills (linking to the official W3C reference)

  • A confidence percentage

  • A source pill — either AllAccessible Agent (drafted by AllAccessible AI) or Rule (a deterministic rule-based fix)

  • A page count (e.g. "5 pages")

If you want the technical specifics, expand Developer details to see the targeted element and issue type.

📷 A single Agentic Fix card with its title, proposed change, and page count

Step 4: See Exactly Which Pages Are Affected

Every card tells you where the fix will land — this directly answers "which pages does this touch?":

  • View on your site — opens the first affected page in a new tab with the broken element highlighted

  • Inline path chips for a few sample pages

  • A View all N pages expander that lists every affected URL

Use these before approving so you know the full scope of what you're applying.

Step 5: Edit a Draft (Optional)

While a fix is still a draft, you can adjust it. Click the Edit (pencil) control, change the value (for example, reword an aria-label), and choose Save changes. Once a fix is approved, its value is locked, so make edits before approving.

Step 6: Approve and Deploy

There are two approval surfaces depending on where you are:

  • Grouped view: each card has a primary Approve on N page(s) button. Approving applies that fix across all the pages it covers, in one action.

  • Single-fix detail page: open a fix to see its full detail (header "Agentic Fix #ID," status, the affected page's canonical URL, proposed-fixes table). The primary button here is Approve & Deploy. The confirmation explains what will happen — the fix(es) deploy to the widget runtime and apply as accessibility attributes on the next page load, with no visual or DOM-structure changes.

Once approved, the card moves to Approved & applied and shows an Applied state. The widget picks up approved fixes and renders them on the next page load — there's nothing else to install.

📷 The Approve on N pages button on a fix card


Reverting a Fix

Changed your mind, or a fix didn't land the way you expected? You can undo it.

  1. Open the fix (its detail page shows a Deployed / Active state once live)

  2. Click Revert

  3. Optionally add a reason, and confirm in the dialog

The fix stops being applied and moves to the Reverted tab, where it stays as an archived record. Reverting is safe — because fixes only add accessibility attributes at runtime, removing one simply returns the page to its prior state.


Starting From Scratch: Generate Fixes

If your Pending review tab is empty, you can prompt AllAccessible AI to draft fixes on demand. The empty state offers a Generate fixes now button, which reviews your last 30 days of audits and drafts fix cards from them. While it works, you'll see a "Generating fixes…" state — "Your AI is reviewing recent audits and drafting fixes." When it finishes, refresh the Pending review tab to see the new cards.


Common Questions

Q: Will approving a fix change how my site looks?
A: No. Approved fixes add accessibility attributes (like aria-label) that the widget applies at runtime. There are no visual or page-structure changes.

Q: Do I have to approve everything at once?
A: No. Review and approve fixes one card at a time. Approve the ones you're confident in and leave the rest in Pending review.

Q: What does the confidence percentage mean?
A: It's how confident AllAccessible AI is in that specific proposed fix. Higher-confidence fixes are usually safe, obvious corrections; lower-confidence ones are worth a closer look and possibly an edit before approving.

Q: Can I change the wording of a fix?
A: Yes — while it's still a draft. Use the Edit pencil, adjust the value, and Save changes. After approval the value is locked; revert first if you need to change an applied fix.

Q: What about image alt text?
A: Alt text is managed in the Image Manager, not in Agentic Fixes. Agentic Fixes links there for image-related work.

Q: Is this the same as guaranteeing my site is compliant?
A: No. Agentic Fixes helps you remediate common issues efficiently as part of an ongoing, good-faith accessibility effort. It doesn't certify compliance or replace manual testing.


Troubleshooting

Issue: The Approve Button Is Disabled

Cause: Agentic Fixes can be viewed on legacy widget (v1) sites, but fixes can only be deployed on the current widget (v2). On a v1 site the approve button is disabled, with a note that Agentic Fixes are read-only and a prompt to upgrade to widget v2.

Solution: Upgrade the site to the current widget version to enable deploying fixes. Until then, you can review proposed fixes but not apply them.

Issue: I Approved a Fix but Don't See It Live

Possible causes:

  1. The widget serves cached content, so the fix may take a short time to appear for all visitors

  2. Your own browser is showing a cached page

Solutions:

  1. Give the cache a little time to refresh

  2. Hard refresh (Ctrl+Shift+R / Cmd+Shift+R) or test in a private window

Issue: I Get an Error Opening Agentic Fixes or a Fix Detail

Cause: Access is available to the site owner and team members with access to that site. An unexpected error usually indicates an access or membership problem.

Solution: If you should have access and hit an error, contact support rather than assuming it's expected.


Next Steps

  1. Work through Pending review, using View all N pages to check scope before approving

  2. Approve high-confidence fixes; edit or skip anything you're unsure about

  3. Handle images in the Image Manager, and share progress with a VPAT / compliance report


Related Articles


Last Updated: July 2026
Where: Audits & Fixes → Agentic Fixes (Beta)
Note: Human-in-the-loop agentic AI remediation — your AI drafts, you approve. Deploying fixes requires the current widget (v2).

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