Discovery & Planning
AI Product Manager Agent
Synthesises feedback, drafts specs and maintains the backlog.
Discovery & Planning
AI PRD Generator
A problem statement turned into a structured product requirements document, formatted the way your team already writes them.
Writing a requirements document from scratch eats hours a product manager rarely has. This generator takes a problem statement, whether a rough idea, a ticket or a short paragraph, and drafts a full PRD in the structure and tone your team already uses. It pulls relevant context from your product tool, so your product manager starts from a solid draft rather than a blank page.
- First-draft PRDs in your team's own template
- Built from your reference PRDs, not a generic outline
- Drafts delivered to Notion, your drive or your CMS
$2,400
20–30 working days
Optional maintenance $249/mo
What it is
AI PRD Generator drafts product requirements documents from a problem statement, following the structure and tone of the PRDs your team already writes. It pulls in relevant context from your product tools and delivers a first draft ready for a product manager to refine, not a blank page.
Why businesses buy it
A slow PRD holds up everything behind it. Engineers wait for clarity, designers start on assumptions, and the product manager writes late into the evening. The generator turns a problem statement into a structured first draft that already matches your sections, headings and level of detail, so the review becomes the work instead of the typing. Specs also come out more consistent across the team. The Scope Card fixes the destination, output formats and reference set before you order, so the build has clear edges.
Problems this solves
Turning a problem statement into a first PRD eats a product manager's week
Give the generator a problem statement and it drafts a PRD in your team's usual structure. The product manager refines a first draft instead of facing a blank page.
PRDs look completely different depending on who wrote them
The generator follows your brand profile and up to twenty reference PRDs you supply. Every draft uses the sections and tone your team has already agreed on.
Early drafts miss context that already exists in product tools
The generator pulls relevant context from your connected product tool into each draft. Reviewers see the background next to the requirements instead of asking for it separately.
Drafts end up in personal folders where nobody can find them
Finished drafts are delivered to one destination you choose, such as a shared drive. Up to three output formats can be set, so each draft arrives ready for review.
A good fit if
Your product managers spend real time on the blank-page problem: turning a rough idea or ticket into a properly structured PRD before a review.
You already have PRD templates or past examples, and want new drafts to follow that same structure rather than reinventing the format each time.
You want the first draft delivered to your existing document destination, such as Notion or a shared drive, rather than a separate tool to check.
You review and edit drafts before they are shared with engineering, so a solid first draft saves time without skipping the review step.
Not the right fit if
You need ongoing backlog management and feedback synthesis alongside spec drafting, not PRDs alone. See AI Product Manager Agent.
Your source material is research transcripts that need synthesizing into findings first. See AI User Research Synthesis.
You need customer-facing release notes drafted from shipped work, not internal requirement documents. See AI Release Notes Generator.
You need PRD generation connected to more than one destination system. Add a note at checkout for a written Change Quote, or use our Custom AI inquiry form.
How it works
- You send a problem statement. A rough idea, a ticket, or a paragraph describing what needs solving and why, however early-stage it is.
- The draft follows your existing structure. Using your brand profile and up to 20 reference PRDs you provided, so sections, headings and tone match what your team already writes.
- Context is pulled in where relevant. Related tickets or prior decisions from your connected tool are reflected in the draft, so it is not written in isolation from what came before.
- It is delivered to your document destination. Notion, a shared drive or your CMS, in up to three output formats from one generation pipeline, ready for editing where your team already works.
- You review 25 sample PRDs before rollout. Drafted from real problem statements from your business, not generic examples, so you can judge the actual quality.
- Two rounds of changes refine the structure. Section ordering, level of detail and tone are adjusted until drafts read like something your own product managers would have written.
What you provide within 72 hours
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
- Your brand guidelines and a few tone-of-voice examples so drafts read consistently.
- 10 to 20 reference PRDs or templates you already use, or think are close to what you want.
- Access to the destination system where finished PRDs will be delivered, such as Notion or a shared drive.
- The first set of problem statements to start with, whether as tickets, notes or rough ideas.
- The name of the person who approves outputs before a PRD moves into review.
- Admin access and API keys for every connected system, shared by adding our team as a user or creating a key you control, never by email.
- Your business information (company basics, hours and brand voice), shared during intake.
- One decision-maker who can sign off on the finished setup.
- An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.
Timeline
Start
Intake verified, reference PRDs and destination system confirmed.
Weeks 1–2
The drafting pipeline is built around your PRD structure and templates.
Week 3
The destination system is connected and output formats are set.
Weeks 3–4
25 sample PRDs are generated from your material and sent to you.
Week 4
Structure and tone are refined across two rounds of changes.
Go-live
Live, recorded handoff session, 30 days of support begins.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $2,400 |
| Express | 15–25 working days | $2,900 |
| Rush | 10–20 working days | $3,350 |
What you receive at handover
- The AI PRD Generator pipeline deployed in your environment
- Your brand profile and reference PRDs set up as the drafting guide
- Delivery to one agreed destination, such as your shared drive or documentation space
- A test report covering sample drafts you reviewed and approved
- An admin guide and a recorded handoff session
- 30 days of post-launch support
Expected benefits and how to measure them
- Product managers can spend more time on the problem and less on formatting.
- Helps keep PRDs consistent across the whole team.
- Makes drafts easier for reviewers to find in one place.
- Time to a review-ready PRD
- Product managers log hours for a few PRDs written the usual way. Compare with PRDs started from generated drafts.
- Review rounds per PRD
- Count review rounds from document version history. Compare recent PRDs before launch with those after.
- PRDs that follow the agreed template
- Spot-check a sample of PRDs each quarter against your template. Compare with a sample from before launch.
Before you start: Time your next few PRDs written the usual way. Keep some recent examples to compare structure and review rounds.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
The build price is one-time. Running it costs roughly $20 to $150 a month in AI model or media-generation usage, depending on how many PRDs you generate and how detailed they are, and that is billed to your own accounts, not ours.
AI usage during the build and testing is also billed to your accounts, so you keep ownership of every provider relationship. Nothing runs through us.
Ask about running costsCustom requirements
If you need something outside the Scope Card, add a note at checkout. You get a written Change Quote, and that work only starts once you accept it. Your original order runs on its normal timeline either way. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionKeep it running
Optional monthly maintenance covers monitoring, fixes, model and platform updates, a monthly health report and monthly change hours for changes such as an updated template or a revised section structure. It starts after the 30 days of support that come with the build, bills monthly, and can be cancelled any month.
$249/mo (the minimum fee, includes 2 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance worksHow this compares
| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A docs tool with AI writing charges a monthly seat fee for the editor | A product consultant quotes per document written | Ours is one fixed price, shown on this page before you buy |
| Scope | A docs tool is a blank template you prompt yourself | A consultant agrees scope during the engagement | Ours is written on the Scope Card before purchase |
| Delivery | A docs tool is live as soon as someone starts prompting | A consultant engagement usually takes several weeks | Ours has a fixed delivery time shown before you buy, with faster options |
| Structure | A docs tool's output structure depends on the prompt that day | A consultant's structure depends on who wrote it | Ours follows your own reference PRDs every time |
| Delivery | A docs tool leaves the draft sitting in its own editor | A consultant delivers a document at project end | Ours delivers straight to the destination your team already uses |
Questions about this product
How much does AI PRD Generator cost?
The build price for each delivery speed is shown in the panel on this page. It covers the drafting pipeline built around your reference PRDs, connection to one destination system, up to three output formats, 25 sample PRDs reviewed with you, and two rounds of changes. Those limits are on the Scope Card, and extra work is quoted first.
How long does it take AI PRD Generator to go live?
Delivery time for each speed is in the panel on this page. The clock starts once your intake items are submitted, including 10 to 20 reference PRDs, access to your destination system and a few sample problem statements. The quality of the reference set shapes the drafts most, so pick the PRDs your team considers its best.
Does it write the PRD without any input from me?
No. You provide a problem statement, whether that is a rough idea, a ticket or a short paragraph, and the draft is built from that plus your reference PRDs and any relevant context in your connected tool. It is a first draft meant for a product manager to review and refine, not a finished document.
Will drafts follow our existing PRD template?
Yes. The pipeline is built around 10 to 20 reference PRDs you provide during intake, so section structure, heading style and level of detail match what your team already writes. If you use different templates for small features and large initiatives, those can be set up as separate output formats, up to three in total.
Can I get PRDs delivered somewhere other than my current tool?
The build covers one destination system, such as Notion, a shared drive or your CMS, chosen during intake. A second destination is scoped and quoted separately as an add-on. Small formatting adjustments to the existing destination fit inside the monthly change hours included with maintenance, so routine tweaks never need a new quote.
What does running AI PRD Generator cost each month?
AI model and media-generation usage runs roughly $20 to $150 a month depending on how many PRDs you generate, paid directly in your own accounts. We do not add a markup or route that spend through us, so you can see exactly what each draft costs to produce as volume changes.
Can I add more reference examples after launch?
Yes. Updating the reference set, such as adding a new PRD template or adjusting tone, fits inside the monthly change hours included with maintenance. A larger structural change to how PRDs are generated, such as a new type of input, is scoped and quoted separately through a Change Quote before work starts.
Do I own the drafts and the setup afterward?
Yes. Generated PRDs live in your own destination system, and the pipeline runs on your accounts, not ours, so there is nothing to migrate if you switch tools later. The 30 days of post-launch support cover fixing anything that does not match the Scope Card.
Stop starting every PRD from a blank page.
Order AI PRD Generator and your first drafted PRDs are ready on a fixed delivery date. The scope above is what you get, in writing, before you pay.
Works well with
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AI User Research Synthesis
Turns interview transcripts into insights, quotes and opportunities.
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AI Release Notes Generator
Writes customer-facing release notes from shipped work.