Terms of Service
Last updated August 10, 2026
Pipeline Studio is a paid, subscription-based software service that uses artificial intelligence to virtually stage, enhance, and visualize real estate listing photography, and to generate related marketing assets such as listing descriptions, floor plan sketches, walkthrough videos, social posts and branded property pages. By creating an account or using the service, you agree to these terms. If you are using Pipeline Studio on behalf of a brokerage or team, you confirm you are authorized to accept these terms for that organization.
1. The service
Pipeline Studio provides AI-assisted image generation and marketing tools for real estate professionals. Output is produced by automated models and is delivered "as generated." We may add, change, or retire individual features (modes, styles, export formats, AI models) as the product evolves, and we may adjust the underlying AI providers we use to deliver a feature.
Accounts are for named individual users. Team seats under a brokerage account each require their own login; sharing a single login across multiple agents is not permitted.
2. Your content and the rights you must have
You keep ownership of every photo you upload. You grant us a limited license to store, transmit, and process your uploads solely to operate the service for you — including sending them to third-party AI image processing providers to produce your results, and hosting them on branded public property pages you choose to publish.
- You must own the photos you upload, or have written permission from the photographer or copyright holder to use and modify them. Many listing photos are licensed to a single listing and may not be reused or altered without permission.
- You must have the property owner's or listing client's authorization to create and publish AI-modified images of their property.
- Do not upload photos containing identifiable people, private documents, or other personal information without their consent.
You are solely responsible for how AI-generated output is used in listings, advertising, or client communications.
3. Subscriptions, billing, upgrades and cancellation
- Plans and quotas. Paid plans (Starter, Pro, Elite, and Enterprise) include a monthly allowance of processed photos. Allowances reset at the start of each billing month and do not roll over. When the allowance is used up, new processing is blocked until the next cycle or until you upgrade.
- Recurring charges. Subscriptions renew automatically each month until cancelled. Payments are processed by Stripe; we do not store your card number. You authorize recurring charges to your payment method for the plan you select, plus any applicable taxes.
- Upgrades. Upgrades take effect immediately, with the higher allowance available right away. Stripe prorates the difference for the remainder of the current period.
- Downgrades. Downgrades take effect at the end of the current billing period. Your lower allowance applies from the next cycle. If your usage already exceeds the lower plan's allowance, processing stays blocked until the cycle resets.
- Cancellation. You may cancel at any time from the Billing page. Your subscription remains active through the end of the period you already paid for, then stops. We do not provide partial-month refunds except where required by law.
- Referral credits and promotions. Referral rewards and discounts apply once per qualifying paid conversion and have no cash value. We may withhold rewards obtained through self-referral, duplicate accounts, or other abuse.
- Price changes. We may change plan pricing with at least 30 days' notice before it applies to your next renewal.
- Failed payments. If a charge fails, we may suspend processing and downgrade or close the account after reasonable retry attempts.
4. Acceptable use
You agree not to use Pipeline Studio to:
- create false, fraudulent, or materially misleading property marketing — for example, presenting AI-modified images as unedited photographs of the property's current condition, hiding known defects, or implying renovations that have not been performed;
- publish images or listings that violate your MLS rules, state real estate advertising laws, or fair housing laws;
- upload content you do not have the rights to, or infringe anyone's IP or privacy;
- generate sexual, hateful, harassing, deceptive, or otherwise unlawful imagery or text;
- resell, white-label, or provide the service to third parties outside your account except under an Enterprise agreement that permits it;
- scrape, reverse engineer, overload, or circumvent quotas, rate limits, watermarks, or access controls.
Compliance watermarks and disclosure text applied to AI output must not be removed, cropped out, or obscured.
5. AI output: no warranty of accuracy
AI output is a visualization, not a measurement or a promise. Staged furniture, twilight lighting, curb-appeal cleanups, renovation concepts, floor plan sketches, dimensions, descriptions and voiceovers are approximations generated by models and may contain errors or details that do not exist at the property. You must review every asset before publishing it. See our AI Disclosure for details and disclosure guidance.
6. Limitation of liability
The service is provided "as is" and "as available," without warranties of any kind, express or implied, including merchantability, fitness for a particular purpose, accuracy, and non-infringement. We do not warrant uninterrupted or error-free operation.
To the maximum extent permitted by law, Pipeline Studio and its suppliers are not liable for indirect, incidental, special, consequential, exemplary, or punitive damages, or for lost profits, lost commissions, lost listings, lost data, reputational harm, regulatory fines, or MLS or board penalties, arising from your use of the service or of AI-generated output.
Our total aggregate liability for any claim relating to the service is limited to the amount you paid us in the twelve months before the event giving rise to the claim. Some jurisdictions do not allow certain exclusions, so parts of this section may not apply to you.
You agree to indemnify and hold us harmless from claims arising out of content you upload or publish, your use of AI output in listings or advertising, and your violation of these terms or of applicable real estate, advertising, or disclosure rules.
7. Suspension and termination
You may close your account at any time; closing it cancels future billing and you may request deletion of your data as described in the Privacy Policy. We may suspend or terminate an account, remove content, or unpublish a public property page if we reasonably believe there has been a violation of these terms, a legal or MLS compliance problem, a payment failure, or a risk to the service or other users. Where practical we will give notice and an opportunity to correct the issue; for serious violations we may act immediately. On termination, your right to use the service and any published property pages ends.
8. Changes and contact
We may update these terms; material changes will be announced in the app or by email before they take effect, and continued use after that constitutes acceptance. Questions about these terms: legal@pipelinestudio.app.