{"id":14409,"date":"2026-08-28T20:53:58","date_gmt":"2026-08-28T15:23:58","guid":{"rendered":"https:\/\/www.scaler.com\/blog\/?p=14409"},"modified":"2026-08-28T20:54:37","modified_gmt":"2026-08-28T15:24:37","slug":"prd-template","status":"publish","type":"post","link":"https:\/\/www.scaler.com\/blog\/prd-template\/","title":{"rendered":"PRD Template: Copy, Paste, Ship (With a Real Example)"},"content":{"rendered":"\n

Somebody asked you to write a PRD and you nodded like you knew exactly what that meant. Relatable. Most people learn this document by copying someone else’s, badly, under deadline pressure. Here’s a template you can lift, a filled example, and further down, the case for why the template alone won’t get your work funded.<\/p>\n\n\n\n

A product requirements document, PRD for short, states the problem you’re solving, who it’s for, what counts as success, and what your team is actually agreeing to build, precise enough that engineering doesn’t have to guess. That’s the whole job.<\/p>\n\n\n\n

Usually the PM writes it. Sometimes it’s the founder, sometimes a business analyst stepping into product for the first time. It shows up after the problem’s been validated and before anyone opens a code editor.<\/p>\n\n\n\n

<\/span>The PRD Template (Copy This)<\/strong><\/span><\/h2>\n\n\n\n

This is the reason you’re here, so no throat-clearing. Below is the template as a table, and it doubles as a plain block you can paste into Notion, Docs, or Confluence and start typing over.<\/p>\n\n\n\n

One rule before you start: delete whatever doesn’t apply.<\/strong> A good PRD is exactly as long as it needs to be, not a line longer. Nobody gets a trophy for a 20-page spec nobody reads, that gets its own section later because it’s practically an epidemic.<\/p>\n\n\n\n

#<\/strong><\/td>Section<\/strong><\/td>Example line<\/strong><\/td><\/tr>
1<\/td>Title, owner & status<\/strong><\/td>UPI Autopay for monthly renewals \u00b7 Owner: Ishita R. \u00b7 Status: In review<\/td><\/tr>
2<\/td>Problem statement<\/strong><\/td>Subscribers get involuntarily churned when auto-debit fails at renewal<\/td><\/tr>
3<\/td>Background & context<\/strong><\/td>1,900 renewal-failure tickets last quarter; a 2025 retry fix didn’t fix the root cause<\/td><\/tr>
4<\/td>Goals & success metrics<\/strong><\/td>Churn 4.1% \u2192 under 2.0% in two billing cycles. Guardrail: checkout drop \u22641pp<\/td><\/tr>
5<\/td>Non-goals<\/strong><\/td>Not building: annual-plan autopay, card-network mandates, dunning redesign<\/td><\/tr>
6<\/td>Target users & personas<\/strong><\/td>Existing monthly subscribers, UPI-first, tier-2 skew. Not enterprise accounts<\/td><\/tr>
7<\/td>User stories \/ JTBD<\/strong><\/td>“When my plan’s about to renew, I want it handled without re-entering anything”<\/td><\/tr>
8<\/td>Functional requirements<\/strong><\/td>FR-3: Mandate offer at checkout must show amount, frequency, end date pre-consent<\/td><\/tr>
9<\/td>Non-functional requirements<\/strong><\/td>NFR-2: Mandate creation under 5s at p95. NFR-4: WCAG 2.2 AA on consent screen<\/td><\/tr>
10<\/td>UX \/ design links<\/strong><\/td>Figma: Autopay v3 (frames 12-19). Error states: frames 24-31<\/td><\/tr>
11<\/td>Dependencies & risks<\/strong><\/td>Dependency: PSP autopay API v2. Risk: drop-off at UPI approval step<\/td><\/tr>
12<\/td>Open questions<\/strong><\/td>Pre-notify 24h or 72h before debit? Owner: Ishita, needed by 18 Aug<\/td><\/tr>
13<\/td>Release criteria<\/strong><\/td>P0 FRs pass QA; staging success \u226590%; rollback tested<\/td><\/tr>
14<\/td>Rollout plan<\/strong><\/td>5% for 7 days \u2192 25% if metrics hold \u2192 100% at day 21. Kill switch included<\/td><\/tr>
15<\/td>Change log (optional)<\/strong><\/td>14 Aug: added NFR-5 after security review<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

A few habits worth stealing: number your functional requirements, FR-1, FR-2, so someone in a different timezone can point at exactly one without three follow-up messages. Write each requirement so it can be marked pass or fail. And for design, link it, don’t describe a Figma frame in prose, you’ll get it wrong.<\/p>\n\n\n\n

If you’re the PM here and want the bigger picture of where this document fits in your career arc, there’s more in our product manager roadmap<\/a>.<\/p>\n\n\n\n

<\/span>What Goes in Each Section (Without the Waffle)<\/strong><\/span><\/h2>\n\n\n\n

Fourteen headings is a lot to explain one at a time, so grouped.<\/p>\n\n\n\n

The framing sections: problem, background, goals, non-goals<\/strong><\/h3>\n\n\n\n

If the word “button,” “screen,” or a feature name shows up in your problem statement, stop. That’s a solution wearing a trench coat. Before: “we need a dashboard for churn.” After: “support can’t tell which accounts are about to churn until they already have.” One tells you what to build. The other tells you what’s actually wrong.<\/p>\n\n\n\n

Success metrics: one primary metric, maybe two supporting ones, and a guardrail metric, the thing you’re promising not to break while chasing the primary one. Almost nobody explains guardrail metrics properly, and it quietly separates people who’ve shipped from people who haven’t.<\/p>\n\n\n\n

Non-goals are, without much exaggeration, the most underrated section in the document. Scope creep rarely arrives as a decision. It arrives as an assumption nobody wrote down, and six weeks later you’re building a feature nobody asked for.<\/p>\n\n\n\n

\n \n \"Scaler\n <\/a>\n<\/div>\n\n\n\n

The user sections: personas and JTBD<\/strong><\/h3>\n\n\n\n

Keep personas to what actually changes a build decision, context, constraint, current workaround. A persona with a stock photo and a favourite coffee order helps precisely nobody.<\/p>\n\n\n\n

User stories, “As a user, I want,” are a communication convention. Jobs to be done, “when I’m in this situation, I want this outcome,” is usually better at surfacing the real need.<\/p>\n\n\n\n

The requirement sections: functional vs non-functional<\/strong><\/h3>\n\n\n\n

Functional is what the system does. Non-functional is how well it has to do it. Quick test: if you can write a pass\/fail check for it, it’s functional. If you can only write a threshold, it’s non-functional.<\/p>\n\n\n\n

Run this checklist every time: performance, reliability, security, privacy, accessibility (WCAG 2.2<\/a>), localisation, observability, compliance. Building for an Indian market? Two of these get skipped constantly, DPDP obligations and accessibility. Write them down anyway, even before legal asks.<\/p>\n\n\n\n

This functional\/non-functional split isn’t something a blog invented, by the way. It’s codified in ISO\/IEC\/IEEE 29148<\/a>, the actual requirements-engineering standard, which is a good sentence to drop when someone questions your rigour in a review meeting.<\/p>\n\n\n\n

If you came up through business analysis and are now finding yourself owning requirements the “product” way, that crossover is common enough that we wrote about it in the business analyst roadmap<\/a>.<\/p>\n\n\n\n

The delivery sections: dependencies, risks, open questions, release, rollout<\/strong><\/h3>\n\n\n\n

Every risk and dependency gets a named owner. An unowned risk is just a worry with extra steps.<\/p>\n\n\n\n

Open questions aren’t an embarrassment. A PRD with a visible “we haven’t decided this yet” list is more trustworthy than one pretending it has all the answers.<\/p>\n\n\n\n

Release criteria and rollout plan get conflated constantly. Criteria are the conditions for shipping. Rollout is the sequence of shipping. Your rollout plan needs a way back too, a flag, a kill switch, something. Hope is not a rollback strategy.<\/p>\n\n\n\n

<\/span>A Filled PRD Example (Same Template, Actually Completed)<\/strong><\/span><\/h2>\n\n\n\n

Everyone promises an example. Almost nobody delivers one. Here’s ours: UPI Autopay for monthly subscription renewals.<\/p>\n\n\n\n

Title, owner & status:<\/strong> UPI Autopay for monthly plan renewals. PM, eng lead, design lead named. Status: In review.<\/p>\n\n\n\n

Problem:<\/strong> Monthly subscribers get involuntarily churned when card auto-debit fails at renewal. They don’t realise access lapsed until they hit a paywall, and they blame us, not the payment rail.<\/p>\n\n\n\n

Background:<\/strong> Renewal failures rose after card-on-file rules changed. “Why did my subscription stop” is now the second-largest ticket category. A 2025 retry-logic patch cut failures but didn’t fix the root cause.<\/p>\n\n\n\n

Goals & success metrics:<\/strong> Primary: involuntary churn on monthly plans, 4.1% down to under 2.0% within two billing cycles. Supporting: 35%+ of renewals on an active mandate by day 90. Guardrail: checkout completion doesn’t drop more than 1pp.<\/p>\n\n\n\n

Non-goals:<\/strong> Annual plans, card-network mandates, in-app purchase autopay, dunning email redesign, win-back campaigns.<\/p>\n\n\n\n

Target users:<\/strong> Existing monthly subscribers who’ve paid via UPI at least once, tier-2 skew, ARPU around \u20b9199. Not enterprise or international-card users.<\/p>\n\n\n\n

User stories \/ JTBD:<\/strong> “When my subscription is about to renew, I want it to just happen without re-entering anything, so I don’t lose access mid-episode.”<\/p>\n\n\n\n

Functional requirements:<\/strong> Six numbered FRs: mandate offer with full disclosure at checkout, confirmation, pre-debit notification, debit and receipt, failure fallback to the card flow, and a self-serve cancel control. FR-6, cancellation, is worth writing out in full, it’s what regulators actually check.<\/p>\n\n\n\n

Non-functional requirements:<\/strong> p95 mandate creation under 5s. 99.9% availability during the billing window. Consent screen at WCAG 2.2 AA. No payment data stored outside the PSP vault. Records retrievable per DPDP obligations.<\/p>\n\n\n\n

UX \/ design links:<\/strong> Figma flow, copy deck, and specifically the error and decline states, since that’s where most PRDs go quiet.<\/p>\n\n\n\n

Dependencies & risks:<\/strong> PSP autopay API version, owned and dated. Risk of drop-off at the UPI approval step, with a measured floor before wider rollout. Risk of a debit landing post-cancellation, with a mitigation attached.<\/p>\n\n\n\n

Open questions:<\/strong> Pre-notification window, 24h or 72h? Refund handling for a post-cancellation debit? Each with an owner and a needed-by date.<\/p>\n\n\n\n

Release criteria:<\/strong> P0 requirements pass QA, staging success at 90%+, every failure state has final copy, rollback rehearsed.<\/p>\n\n\n\n

Rollout plan:<\/strong> 5% of monthly renewers for 7 days behind a flag, 25% if metrics hold, 100% at day 21. Kill switch disables the mandate offer.<\/p>\n\n\n\n

Note: figures above are illustrative, written to show the shape of a good PRD, not to report real data. Please don’t quote our fake churn rate in your next board deck.<\/em><\/p>\n\n\n\n

What makes this good: zero solution language in the problem statement, one primary metric, a non-goals list longer than most beginners expect, every requirement numbered and testable, open questions in plain view instead of buried in Slack DMs.<\/p>\n\n\n\n

Building a portfolio for interviews? A well-written PRD like this is genuinely useful to have on hand. Interviewers love asking candidates to walk through one, and “let me pull up something I actually wrote” beats “let me think out loud.” More on breaking into product-based companies<\/a> if that’s the goal.<\/p>\n\n\n\n

<\/span>PRD vs BRD vs FRD vs Tech Spec (Which One Are You Actually Writing?)<\/strong><\/span><\/h2>\n\n\n\n

The uncomfortable truth nobody puts up front: these names aren’t standardised across companies. A product company might only ever produce a PRD and a tech spec. A services or enterprise org will hand you BRDs and FRDs, maybe an SRS, and expect you to know the difference on day one.<\/p>\n\n\n\n

Document<\/strong><\/td>Question it answers<\/strong><\/td>Written by<\/strong><\/td>Audience<\/strong><\/td><\/tr>
MRD<\/strong><\/td>Is there a market for this?<\/td>Product marketing<\/td>Leadership<\/td><\/tr>
BRD<\/strong><\/td>Is this worth funding?<\/td>Business analyst<\/td>Sponsors, finance<\/td><\/tr>
PRD<\/strong><\/td>What are we building, for whom?<\/td>Product manager<\/td>Eng, design, QA<\/td><\/tr>
FRD \/ SRS<\/strong><\/td>Exactly how must it behave?<\/td>BA \/ systems analyst<\/td>Eng, QA, vendors<\/td><\/tr>
Tech spec<\/strong><\/td>How will we build it?<\/td>Eng lead<\/td>Engineers<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Rough guide: asked to justify spend, that’s a BRD. Asked what to build, that’s a PRD. Asked to enumerate every rule for a vendor to build against, that’s an FRD. Arguing about databases and queues, that’s a tech spec, not yours to write anyway.<\/p>\n\n\n\n

Worth sitting with: the BRD is the document that asks whether the work deserves to exist at all. Most product teams have quietly dropped it and never replaced the question it used to ask. Keep that thought handy, it comes back later.<\/p>\n\n\n\n

One more distinction: a roadmap tells you the themes you’re chasing and roughly when. A PRD tells you exactly what one of those things actually is. Different altitude, different job.<\/p>\n\n\n\n

If you came up through business analysis, the role confusion doesn’t stop at document names, there’s a decent breakdown in data analyst vs business analyst<\/a> if the boundaries feel fuzzy.<\/p>\n\n\n\n

<\/span>What Makes a PRD Bad<\/strong><\/span><\/h2>\n\n\n\n

Generic advice like “be specific” and “keep it updated” doesn’t help anyone at 11pm before a review. Here’s what actually goes wrong, structurally.<\/p>\n\n\n\n

It starts with the solution.<\/strong> The first line is “we’ll build a dashboard,” usually because a stakeholder handed you the solution first and you’re writing the PRD to justify it after. Fix: write the problem last if you have to, but strip every solution noun out before you hit share.<\/p>\n\n\n\n

There are no metrics, or there are eleven.<\/strong> “Improve user experience” is not a metric, it’s a vibe. Naming one number feels risky because it is, that’s rather the point. Can’t name it? You don’t understand the problem yet.<\/p>\n\n\n\n

The requirements are secretly designs.<\/strong> “A blue button in the top right that opens a modal” feels concrete, but it strips the designer’s ability to solve the problem better than you can. State the capability and the constraint. Link the rest.<\/p>\n\n\n\n

There are no non-goals.<\/strong> Scope grew 40% and nobody can point to when. Because nobody wrote down what was out. Write non-goals before requirements, it’s easier and it constrains everything after.<\/p>\n\n\n\n

It’s twenty pages and nobody’s read it.<\/strong> Engineers ask a question in standup that page 14 already answered. More pages feels like less risk. It isn’t. If a line doesn’t change a build decision, cut it.<\/p>\n\n\n\n

Fair caveat: a payments feature or a healthcare flow genuinely needs more specification than a copy tweak. Match the length to the consequence, not to habit.<\/p>\n\n\n\n

Quick self-check before you share: does the problem statement sneak in a solution? Is there exactly one primary metric? Could a tester mark every requirement pass or fail? Is there an actual non-goals list? Would someone joining tomorrow know what to do?<\/p>\n\n\n\n

\n \n \"Scaler\n <\/a>\n<\/div>\n\n\n\n

<\/span>How Long Should a PRD Be, and Who’s Actually Writing It?<\/strong><\/span><\/h2>\n\n\n\n

Length is a function of consequence and reversibility, not a word count target. A reversible change behind a flag needs a page. Something touching money, health, or compliance needs more, and that’s fine.<\/p>\n\n\n\n

Ownership sits with the PM. Design, engineering, QA, legal, and support all contribute. Founders write their own at a startup because there’s nobody else around. In services orgs, a BA often writes the requirement detail while the PM owns the problem and metrics.<\/p>\n\n\n\n

PRDs still belong in agile teams, by the way. Not a waterfall leftover, it’s the shared context stopping your backlog from turning into a graveyard of orphaned tickets. What changed is it’s living now, not signed off once and forgotten.<\/p>\n\n\n\n

<\/span>Beyond the PRD: Why Strong PMs Write a Business Case, Not Just a Feature List<\/strong><\/span><\/h2>\n\n\n\n

By now you’ve got the template, a filled example, and a list of ways to mess it up. Here’s the part that separates PRDs that get funded from PRDs that quietly die in a backlog.<\/p>\n\n\n\n

Most PRDs answer “what are we building” extremely well. Almost none answer “should we build this.” That question used to live in the BRD. For a lot of teams it doesn’t live anywhere now, which is a big part of why well-written PRDs sit unresourced, or get built and land with zero measurable effect.<\/p>\n\n\n\n

Five questions a business case actually answers:<\/p>\n\n\n\n

1.    What’s the problem, in business terms? Not “users find it confusing,” but “confusion at this step is costing us X% of activations.”<\/p>\n\n\n\n

2.    How big is the opportunity? A defensible order of magnitude beats a precise-sounding number pulled from nowhere. Affected users times current rate times expected improvement times value per user.<\/p>\n\n\n\n

3.    What will it cost? Engineering weeks, design time, ongoing maintenance, support load, plus the opportunity cost of whatever you’re not doing instead.<\/p>\n\n\n\n

4.    What outcome do you expect, and by when? Same primary metric as your PRD, stated as a commitment instead of a hope.<\/p>\n\n\n\n

5.    What happens if you do nothing? The most skipped question, and honestly the most useful one. Sometimes “nothing” is the correct, genuinely fine answer.<\/p>\n\n\n\n

Reusing the autopay example: involuntary churn at 4.1% across the monthly base, times average revenue per user, times the annualised revenue at stake, weighed against roughly six engineering weeks. That’s a business case in one sentence. Numbers still illustrative, don’t quote these either.<\/p>\n\n\n\n

Folding this into the template you already copied is easy, five lines above your problem statement, one per question. It doesn’t replace anything, it just makes your goals section sharper, since you can’t write it without knowing the size of the prize.<\/p>\n\n\n\n

Not everything needs this. A bug fix doesn’t. A copy tweak doesn’t. Rough threshold: costs more than a couple of engineering weeks, or hard to reverse, write the five lines.<\/p>\n\n\n\n

The unglamorous part: PMs who frame work as a business case get pulled into planning conversations earlier, because they’re the person in the room who can say what something is worth. That’s a writing habit, not a seniority thing, good news if you’re early career. It’s the kind of business fluency that tends to separate senior product and AI-adjacent roles<\/a> from everything else on the ladder.<\/p>\n\n\n\n

<\/span>Writing PRDs in the AI Era<\/strong><\/span><\/h2>\n\n\n\n

Two different conversations live under this heading: using AI to help write your PRD, and writing PRDs for features that are themselves AI. Most articles online only bother with the first.<\/p>\n\n\n\n

Using an LLM to draft and pressure-test a PRD<\/strong><\/h3>\n\n\n\n

What it’s genuinely good at: turning a messy brain dump into a structured first draft against a template you feed it, paste one from earlier, hand it your notes, done in seconds. Edge-case generation is the most underrated use, ask it “what states haven’t I specified” and you’ll get failure modes and race conditions you missed. It’s also decent at clarity editing, flagging words like “fast” or “seamless” that sound like requirements but aren’t. Adversarial review works better than expected too, ask it to argue against your own PRD as a skeptical engineering lead.<\/p>\n\n\n\n

Where it misleads you: it’ll invent a requirement nobody asked for and phrase it confidently enough to survive review, more dangerous than a blank space. It’ll produce a target number, “reduce churn by 30%,” with zero basis. It has no sense of your customers, your team’s history, or the politics of the room you’re in. It writes the average PRD for the average company, and yours presumably isn’t average.<\/p>\n\n\n\n

Rule of thumb:<\/strong> use it for structure and stress-testing, never for facts, targets, or trade-offs. You’re the author. It’s a fast, tireless, mildly overconfident reviewer.<\/p>\n\n\n\n

For drafting help specifically, our roundup of generative AI tools for writing and research<\/a> covers the practical options without turning into another tool comparison here.<\/p>\n\n\n\n

Writing a PRD for an AI feature (where the usual template creaks)<\/strong><\/h3>\n\n\n\n

Normal requirements are deterministic, given this input, the system does this. An AI feature is probabilistic, given this input, it usually does something close to this. “The system shall summarise the ticket accurately” isn’t a requirement, it’s a hope wearing a lab coat, because you can’t mark it pass or fail.<\/p>\n\n\n\n

What actually changes, section by section:<\/p>\n\n\n\n

\u2022     Functional requirements become behaviour specs with bounds: normal case, low-confidence case, failure case, and what the user can always fall back to. The fallback is a requirement now, not an edge case.<\/p>\n\n\n\n

\u2022     Acceptance criteria shift from “does it work” to “does it work well enough, measured on what.” Build a fixed, labelled eval set and state a real threshold, say, 85% of summaries rated factually consistent by two reviewers, zero fabricated claims. That’s testable. “Accurate summaries” is not.<\/p>\n\n\n\n

\u2022     Success metrics need two layers: offline eval scores before release, online behavioural metrics after, acceptance rate, edit distance, escalation rate, thumbs-down rate.<\/p>\n\n\n\n

\u2022     Non-functional requirements grow a new branch: latency, cost per call, data handling for anything sent to a model, safety guardrails.<\/p>\n\n\n\n

\u2022     Non-goals matter more, not less. State what the feature won’t attempt autonomously, it’s how you stop an assistant from quietly turning into an agent nobody signed off on.<\/p>\n\n\n\n

\u2022     Risks get a new category: confidently wrong outputs, drift when the model or prompt shifts underneath you, and users who stop double-checking because it’s usually right.<\/p>\n\n\n\n

\u2022     Rollout has to assume regression is possible with zero code changes. Run the eval set on every model or prompt change, not just at launch.<\/p>\n\n\n\n

Worth reading for the design side of this uncertainty problem: Google’s People + AI Guidebook<\/a>, and for risk vocabulary, the NIST AI Risk Management Framework<\/a>.<\/p>\n\n\n\n

What stays exactly the same<\/strong><\/h3>\n\n\n\n

The problem statement, non-goals, named owners, release criteria, honest open questions, none of that changes. AI changes how precisely you specify behaviour. It doesn’t change whether the work’s worth doing, the argument from a few sections back, now doubly true, since AI features are unusually easy to build and equally easy to build for no reason at all.<\/p>\n\n\n\n

<\/span>Where to Actually Keep Your PRD<\/strong><\/span><\/h2>\n\n\n\n

Wherever your team already reads things. Confluence, Notion, Google Docs, Linear, a markdown file in a repo, doesn’t much matter. What matters is three habits: one canonical location, a visible last-updated date, and links from the doc to the tickets it produced. A beautifully written PRD in a tool nobody opens is just a diary with extra formatting.<\/p>\n\n\n\n

<\/span>PRD FAQs<\/strong><\/span><\/h2>\n\n\n\n

What is a PRD in product management?<\/strong> <\/p>\n\n\n\n

A single document stating the problem, who it’s for, what success looks like, and what the team’s committing to build, specific enough that engineering and design can act without guessing.<\/p>\n\n\n\n

What should a PRD include?<\/strong> <\/p>\n\n\n\n

Title and owner, problem statement, background, goals and metrics, non-goals, target users, user stories, functional and non-functional requirements, design links, dependencies and risks, open questions, release criteria, and rollout plan.<\/p>\n\n\n\n

What’s the difference between a PRD and a BRD?<\/strong><\/p>\n\n\n\n

A BRD explains what the business needs and why it’s worth funding. A PRD explains what gets built, for whom, and what counts as success.<\/p>\n\n\n\n

What’s the difference between a PRD and an FRD?<\/strong> <\/p>\n\n\n\n

A PRD covers the product decision. An FRD (or SRS) exhaustively specifies system behaviour case by case, common in services and enterprise IT.<\/p>\n\n\n\n

Who writes the PRD?<\/strong> <\/p>\n\n\n\n

The PM owns it, with input from design, engineering, QA, legal, and support. Founders write their own at startups. In services orgs, a BA often drafts the detail while the PM owns the problem and metrics.<\/p>\n\n\n\n

How long should a PRD be?<\/strong> <\/p>\n\n\n\n

As short as possible while removing ambiguity. Length isn’t rigour.<\/p>\n\n\n\n

Is a PRD still relevant in agile?<\/strong> Y<\/p>\n\n\n\n

es, it’s the shared context stopping your backlog from becoming a pile of orphaned tickets. It’s living now, not a signed-off relic.<\/p>\n\n\n\n

Can ChatGPT or another LLM write my PRD?<\/strong><\/p>\n\n\n\n

It can produce a decent first draft and is good at surfacing edge cases. It cannot supply your data, targets, or judgement, and it will invent plausible-sounding requirements, so review every line.<\/p>\n\n\n\n

How do you write a PRD for an AI feature?<\/strong> <\/p>\n\n\n\n

Swap absolute acceptance criteria for thresholds on a fixed eval set, specify low-confidence and failure behaviour as requirements, add latency\/cost\/data\/safety NFRs, and re-run evals on every model or prompt change.<\/p>\n\n\n\n

<\/span>Wrapping Up<\/strong><\/span><\/h2>\n\n\n\n

The template gives you structure. The example shows what “good” looks like instead of a list of headings. The failure modes tell you what to quietly avoid. The business case is what turns a well-written document into work that actually gets funded and shipped, not just admired and archived.<\/p>\n\n\n\n

Your next PRD should probably be shorter than you’re expecting, more specific than you’re comfortable with, and it should open by saying why the work is worth doing at all.<\/p>\n\n\n\n

Writing solid requirements is something you can practise alone with a template like this one. Framing decisions as business cases, the kind that gets you into the room early, is usually learned faster alongside people who do it professionally, which is roughly what Scaler’s PGP in Business & AI<\/a> is built around.<\/p>\n","protected":false},"excerpt":{"rendered":"

Somebody asked you to write a PRD and you nodded like you knew exactly what that meant. Relatable. Most people learn this document by copying someone else’s, badly, under deadline pressure. Here’s a template you can lift, a filled example, and further down, the case for why the template alone won’t get your work funded. […]<\/p>\n","protected":false},"author":230,"featured_media":14410,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[431,360],"tags":[],"class_list":["post-14409","post","type-post","status-publish","format-standard","has-post-thumbnail","category-product-management","category-business-management"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14409","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/users\/230"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/comments?post=14409"}],"version-history":[{"count":1,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14409\/revisions"}],"predecessor-version":[{"id":14411,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14409\/revisions\/14411"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media\/14410"}],"wp:attachment":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media?parent=14409"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/categories?post=14409"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/tags?post=14409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}