Legal pages

What is live, and what is not

Effective

Wedding Remedy is live and new. Rather than leave you to discover its limits one caveat at a time, this page lists them in one place: what works today, what is built and not switched on yet, what has not happened yet, and what we know we cannot do well yet. If something belongs on this page and is not on it, that is a defect and we want to hear about it.

What works today

  • The free planner. This week and a Monday email you can turn off; a checklist shaped to your kind of wedding, with the license and name-change desks; a guest list of up to 25 invitations with your events, menu choices and address labels; a budget in your own currency, with payment schedules; a shortlist of the vendors you are talking to; quick answers from your own lists; and your partner. It needs an email address and nothing else.
  • The free tools. Calculators, the payment calendar, the checklist, a speech timer, a day timeline, sunset times and invitation wording, with no account; and adding what you made in one to the free planner.
  • A few quick questions (optional). The questions, the result they produce, and the link we email you so you can come back with your paperwork.
  • Upload. Contracts, quotes, invoices and receipts as PDFs, Word documents, Excel workbooks, screenshots or photographs, plus your budget as a spreadsheet or a CSV.
  • The $79/month plan’s planner. The wedding website, with RSVPs through a personal link for each household, links where relatives send their addresses, a run sheet for each event with sunset and the golden hour beside it, a schedule link for each adult with a part, seating, thank-yous and the album, reminders before your own dates, and the 24/7 Concierge answering from your planner.
  • The reading. Documents are read, figures extracted, and each figure tied back to the line it came from. What that reading actually caught, and what it missed, is measured below.
  • The $79/month plan. $79 a month, renewing monthly until you cancel. What we found across your vendors, added up once, the deadlines we found in the order they close, what your contracts charge if something changes, and what your vendors are waiting on from you. “What we found” is doing real work in that sentence — see the measured result below, which found substantial gaps in the evaluated reader.
  • Getting back in. Sign-in by expiring single-use link, so your documents never sit behind a URL that works forever.

Built, not switched on yet

These exist in the product and are off on this site. A line leaves this list when its feature is switched on, and nothing here sells them until then.

  • The forwarding address. An address of your own to forward vendor email to, read with the rest of your documents. Use the upload in the meantime.
  • Phone notifications. Reminders sent to your phone as notifications. Reminders are emailed in the meantime.
  • The public sample plan. Taken down until its figures have been checked again.
  • Planning tips by email. A short welcome series for the free planner. The Monday email works in the meantime.

What has not happened yet

  • No couple has been through this end to end. The repository includes automated checks and browser tests using test data. They do not establish how the product performs for real couples.

What we know we cannot do well yet

These are the ones worth reading properly, because they affect what your plan is worth rather than when it arrives.

  • The last independent evaluation found substantial gaps.

    In plain terms: in the last independent test, on an earlier version of our reader, it found 25 of the 411 items an independent reviewer listed, and none in two of the categories. Of the 106 things it stated, 97 were fully supported by the document and 9 were partly supported or overstated; none was wholly unsupported. We have rebuilt the reader since, and the rebuilt one has not been independently tested yet. Until it is, treat your plan as something to check, not a complete list.

    In the 2026-08-21 evaluation run, at revision 2c6c6a7, this product surfaced 25 of 411 independently selected actionable items on a fixed 31-document corpus. Of 106 substantive claims it emitted, 97 were fully supported by the source, 9 were partially supported or materially overstated, and 0 were wholly unsupported.

    Somebody who had not seen how the product works chose those items off the documents and locked the list before we were allowed to look at it. So this is not our own test of ourselves, and the result is poor.

    • Proven money issue: 0 of 29
    • Vendor ask: 3 of 36
    • Discretionary choice: 3 of 52
    • Deadline: 4 of 35
    • Scheduled payment: 1 of 24
    • Contingent charge: 8 of 72
    • Requirement: 5 of 54
    • Timeline or conflict: 0 of 32
    • Administrative issue or ambiguity: 1 of 77

    What this number is not. It is not population accuracy, not savings recall, not whole-order accuracy, not an F1 score. It describes one run, at one revision, over one fixed set of documents:

    • It was one fixed set of test documents, not a sample of real couples’ paperwork. One fixed corpus of 31 documents, not a representative sample of real orders.
    • It was run once, and reading the same document again can give a different result, so one run is one reading. One stochastic run. The same document read five times at one revision returned between 43 and 177 facts.
    • Documents were read one at a time, so checks that compare two vendors’ contracts could not run. Documents were read one at a time, so rules requiring two vendors could not fire.
    • The two results above were scored against different lists, so they are not combined into one score. Recall and source support use asymmetric truth sets; no F1 is reported.
    • The reviewer’s list was not assumed to be complete, so something real the reader found that the list left out was not counted. Key overlap is a lower bound: the frozen recall key is not assumed exhaustive for predictions.
    We would rather publish this than wait for a better one. Treat your plan as checkable, not as complete: the figures in it are traced back to your own paperwork and you can check them, and we are not promising there was nothing else to find. If you know of something we should have caught, tell us: the plan itself has a place to say so. A person reads every one of these. We will look at your documents again and write to you if the plan changes.
  • The reading counts US dollars only. Amounts in euros, pounds or other currencies aren't counted yet. We read US dollars. A contract priced in another currency would come back with little or nothing counted. Your budget in the planner can be in your own currency; its figures are not converted, and they are not added to what the reading counts.
  • The 24/7 Concierge answers in quotations when its model is unavailable. The Concierge, an automated assistant that comes with the $79/month plan, answers at any hour. When the model behind it cannot be reached, is paused, or has reached the day’s limit for a plan, it answers by quoting your plan and our guides, and says so at the top of the answer.
  • Photographs need an independent reading. We now run optical character recognition alongside the model for supported photographs and scanned PDFs. When that independent text is legible, a quoted figure can be checked against it. A reading supported only by the vision model stays unverified and is excluded from proven money. Not every scan format yields independent text; an original vendor PDF is still useful when you have one.

    The earlier vision-only measurement remains a historical result: 27 real vendor documents were converted to scans and read as images, and 570 of the 571 figures we reported came back traceable to the line they were printed on. It was measured on 2026-08-18, before the independent OCR path. It does not measure the current combined reader. Its limits were:
    • Clean rendered pages, not representative phone photographs — treat as the best case, not the usual one.
    • Some long files were truncated for the run, so a document counted as read was not necessarily read in full.
    • Grounding is an upper bound for this controlled input shape and does not measure recall — it says nothing about what was missed.
    • One run. This measurement has not been repeated.
    The rebuilt reader still needs a fresh end-to-end corpus evaluation.
  • Amendments are ranked, and we say when we could not rank one. If you signed a contract and later signed a change to it, we work out which one is in force and count the changed lines once, at the newer figure — and your plan lists every line that was replaced, so you can check we chose the right version. Where a document says it amends an earlier agreement and we cannot tell which, we count both as written, say so in the plan, and ask you. That is deliberate: guessing would retire a real contract silently, and you would never see which.

What this means for you

The free read costs nothing, and no card is asked for. You see your summary before deciding whether the $79/month plan is worth buying. Keep the original documents and check the cited evidence before relying on a figure. There is no money-back guarantee. Our published method explains how figures are counted.

Before you upload: We keep what you send and may sell or share it with other businesses, as our Privacy Policy explains. Read the selling and sharing section.

We would rather lose a sale to this page than earn one by leaving it unwritten.

If something here is unclear, or you think we have described our own state too kindly, help@weddingremedy.com — that is a correction we want.

What changed

The plan is now $79 a month, renewing monthly until you cancel. The wedding website and sunset beside your day moved from the free planner to the plan, and the free guest list holds up to 25 invitations.
The free planner is listed as it now is, for the whole wedding: the checklist shaped to the kind of wedding, guests and events, the wedding website, a budget in your own currency and the vendor shortlist. The $79 plan's planner is listed beside the reading: RSVPs on personal links, the day for everyone in it and the 24/7 Concierge. Added two things built and not switched on yet where they are off: buying the plan from the planner, and planning tips by email. The US-dollar limit now says it is the reading’s, not the budget’s.
Reading is shown as paused while it is paused, and it and the $79 plan built from it are taken out of “What works today” until it resumes. Added what is built and not switched on yet (the forwarding address, phone notifications and the public sample plan), the US-dollar limit, the Concierge’s quotation-only answers, and the free planner. “The scan” is now “A few quick questions (optional)”.
First published, bringing the separate “Not built yet” notes from the privacy, terms and methodology pages into one list.

See also our Terms of Service, our Privacy Policy, and how figures are counted.