# Disclaimers

By The Workshaped Lab · Effective October 17, 2026 · Last updated October 17, 2026

These disclaimers are part of our [Terms](/terms/) with Summit Holdings Alliance LLC (doing business as Workshaped) ("Workshaped", "we", "us"). They're here so you know what our content is and isn't.

## Not professional advice

Our ideas, articles, prompts and Blueprints are general information, prompt templates and, where included, optional software templates. **They are not legal, medical, financial, investment, tax, insurance, accounting, employment or other professional advice,** and using them doesn't create a professional relationship with us.

Some topics we cover touch on areas where professional advice matters. In particular:

- **Medical bills and insurance claims (bill vs EOB checks, appeal starters).** These prompts and tools compare the numbers printed on your documents. They don't judge whether care was medically necessary or what your plan covers. Plan rules, deadlines and appeal rights vary by plan and state. Health plan appeal and external review deadlines (including for employer plans covered by federal law) can be short; check the deadline printed on your plan's notice. For large amounts, a patient advocate, your insurer, or your state's consumer assistance program can help.
- **Flight refunds and travel claims.** Rules from the US Department of Transportation and airlines change, and they depend on the facts of your trip. Check the current rules and the airline's own terms before relying on any result.
- **Renting, deposits and leases.** Deposit letters and lease reviews help you organize your facts and ask questions. They don't tell you what your rights are, whether a deduction or clause is lawful where you live, or how a landlord, tenant board or court will decide. Landlord-tenant rules, deposit deadlines, penalties and small-claims limits differ by state and city and change over time. Confirm them on an official government or court website, and for large amounts or anything unclear, ask a lawyer, a legal aid office or a tenant rights organization.
- **Insurance claim appeals.** An appeal draft compares your denial letter, your policy wording and your evidence. It isn't a coverage opinion, and we and the AI aren't lawyers, licensed public adjusters or insurance agents. Appeal windows, appraisal deadlines and the policy's time limit for filing a lawsuit are separate, and an appeal or complaint may not pause them. Check every deadline with your insurer and your state's insurance department, and for large or complex claims talk to a lawyer or a licensed public adjuster. Our appeal Blueprint doesn't cover health insurance, employer benefit plans or disability claims, which have their own appeal and external review rules.
- **Contract review.** A "red flag" is a clause worth asking about, not a legal opinion that it's unfair, unlawful or unenforceable, and an AI review may miss clauses that matter or misread ones it finds. Suggested replacement wording is a starting point for a conversation, not legally sufficient drafting. We don't tell you whether to sign. For high-value, long-term or unusual contracts (including employment, non-compete and business agreements), have a lawyer review it before you sign.
- **Deadlines.** Missing a deadline can cost you rights, money or the chance to appeal. AI tools can count dates wrong or apply the wrong rule. Count every deadline yourself from the document that sets it, confirm it with the official source, and act early.
- **Insurance renewals and comparisons.** A comparison of documents is not a coverage recommendation. Talk to a licensed agent or your insurer before changing coverage.
- **Job hunting.** Fit scores and tailored drafts are suggestions. Check every statement is true about you, and follow each employer's and job site's rules. You submit applications yourself.
- **Personal finance, subscriptions, bills and shopping.** Spending reviews, cancel guides and price comparisons are not financial advice. A "deal" is what a store showed at the time it was checked; it isn't a guarantee of the lowest price. Check charges with your bank or the merchant before acting.
- **Business tools (payment reconciliation, claims, chargebacks, invoices, contracts, certificates).** Findings are leads for a person to check, not conclusions. Have a qualified person review anything before you claim money, dispute a charge, or rely on a legal or contractual reading.

## AI can be wrong

Blueprints are used with an AI assistant or AI model you choose and connect with your own account. AI output can be incomplete, out of date, or simply wrong, even when it sounds sure. It can misread a document, invent a number or a source, or follow instructions hidden in a page you paste in. In the prompt packs, the AI is asked to show its working and quote where each figure comes from, and a "Double-check your work" prompt asks it to re-check its answer. In the optional developer kits, code does the arithmetic, dates and other checks wherever we can. Neither removes the risk. **Everything the AI produces is a draft. Check it against your own documents and the original source before you send, pay, file, cancel or buy anything.**

## What "tested" means

When a Blueprint page says its prompts were "tested", it means that on the date shown we ran the prompts named in its "How we tested this" section (usually the main prompt and the "Double-check your work" prompt) on synthetic sample data with one OpenAI model (gpt-5-mini) and checked the results by hand. Other follow-up prompts weren't always part of that run; the page says which were. We did not test every AI assistant, every plan level or your real documents. Other assistants (such as Claude, Gemini, Grok or Muse) and later versions of any model may answer differently, miss a check, or make mistakes ours didn't, so results may vary. Run the included sample in your own assistant and compare it with the worked example before you use your own information.

For the optional developer kits, "verified" means the kit passed the tests listed in its verification file, on the date shown, usually with synthetic data and local test servers. Each kit lists what was not tested. Your accounts, data, software versions and providers will differ.

Tools change, and prompts or setups that worked on the tested date may stop working.

## AI assistants and their settings

The AI assistants named on our pages belong to other companies. Facts about them on our pages (plan limits, file limits, privacy and training settings, shopping or search features) come from their own help pages on the date shown and may have changed since. Check the current settings yourself. Some assistants offer agent, browsing-and-clicking or checkout modes that act for you; our prompt packs aren't designed for those modes, and we recommend you don't use them with a pack unless the pack says to.

## Letters, templates and suggested wording

Letters, emails, complaint drafts and suggested contract wording produced with our prompts are drafts that you adapt, check and send yourself, in your own name. They aren't legal forms, and we don't say they meet any legal requirement for notice, form, delivery or content where you live. Neither we nor the AI represent you or act on your behalf with a landlord, insurer, merchant, court or agency.

## Your sensitive information

Leases, contracts, claim files and medical paperwork can contain your own and other people's personal, health and financial details. What you paste or upload goes to the AI provider you chose, under its terms (see our [Privacy Policy](/privacy/)). Remove what the task doesn't need, such as policy, claim, member and account numbers, dates of birth and signatures, and don't share other people's details without the right to.

## Examples and results

Some articles describe synthetic tests, not real businesses, and say so. Figures in examples (such as amounts found or hours saved) show what happened in that test or that one case. They are not typical results or a promise of what you'll get. Results in featured use cases are reported by the person who submitted them and are marked as self-reported unless we have verified them. "Ideas" in our library are ideas, not claims that anything works.

## Developer kits that act for you

The prompt packs don't take actions: the AI drafts and you act. The optional developer kits are for technical users and are used at your own risk. Some kits can take actions in your own accounts, such as sending email, booking calendar time, or walking a cancellation flow, when you switch them on. They start in a mode where you approve each action, and they include limits such as action allowlists, spend caps, daily caps, undo windows, a kill switch and a step log. They never ask for or type card numbers.

Even so:

- **You decide what a kit may do, and you're responsible for what it does under your settings.** Turning on automatic mode for an action type means you authorize the kit to take that kind of action without asking each time.
- **Messages.** An email can't be unsent after its undo window.
- **Third-party rules.** Some websites don't allow automated access, and some accounts may be flagged or limited if a kit uses them. Check the terms of the services you connect.
- Run kits attended until you trust each action type, and use the kill switch if anything looks wrong.

### Subscription Cancellation Guide

**Prompt pack:** it guides you page by page through the company's own cancel pages, and you do the clicking. **Developer kit:** it cancels subscriptions you choose, in your own signed-in browser, on the merchant's own website. By default you approve each final cancellation click; in fully automatic mode it makes that click after a 60-second undo window. It turns down retention offers and stops when a merchant requires a phone call, card details, a sign-in or a CAPTCHA.

With either one, **we don't guarantee that a merchant will cancel, stop billing you, or give a refund.** Merchants change their cancellation flows, and some charge fees, bill for a final period or send no confirmation. Those are the merchant's decisions. If no confirmation email arrives, treat the subscription as not cancelled until you've checked. Keep screenshots and check your next statement.

### Gift Price Finder

**Prices.** The "best price" is what a store's page showed when it was checked, and tax is an estimate. Stores change prices, fees and stock at any time, so the price at checkout may differ. It's not a guarantee of the lowest price anywhere. AI assistants can show stale or wrong prices, so check the store's own page before you buy. The developer kit only checks the stores you list and allow, uses the tax rate you set, and gives you a "check it yourself" link for stores that block automated access.

**Nothing buys for you.** The prompt pack compares prices that you or the AI find and tells you where the lowest delivered price is; it doesn't send alerts. The optional developer kit compares prices on the stores you list and allow, and can send price alerts. Neither ever adds to a cart, checks out, places an order or enters payment details. Any purchase is one you make yourself on the store's website, under the store's prices, terms, taxes, shipping and return policy. We're not a party to that purchase. Check the item, variant and total before you pay.

The prompt pack was tested on synthetic sample listings with an OpenAI model; the developer kit was tested on our own mock stores. Neither was tested on real stores, and real store pages differ, so check what it reports before you rely on it.

## Third-party services and links

Blueprints work with services we don't control, such as AI assistants (ChatGPT, Claude, Gemini, Grok, Muse), AI model providers such as OpenAI, n8n (developer kits), email and calendar providers, banks and merchants. Their availability, prices, terms and changes are up to them. Our articles link to outside sources, which we check at the date shown but don't control or endorse.

## Affiliations

Unless a page says otherwise, we are not paid by and not affiliated with the tools and companies we mention. Brand names belong to their owners. If a page ever includes a sponsored mention or an affiliate link, that page will say so.

## Contact

Workshaped is a trade name of Summit Holdings Alliance LLC, a Wyoming limited liability company.

- Email: hello@workshaped.ai
- Mail: Summit Holdings Alliance LLC, 30 N Gould St, Ste N, Sheridan, WY 82801