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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Ozi Reorder Experiment — AI Product OS Demo</title>
<style>
*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
:root {
--green: #0A4A2F;
--green-light: #1a6b44;
--green-pale: #e8f5ed;
--text: #1A1A1A;
--text-muted: #555;
--border: #e0e0e0;
--white: #ffffff;
--accent: #F5A623;
}
html, body {
height: 100%;
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif;
background: #f4f4f4;
color: var(--text);
overflow: hidden;
}
.deck {
width: 100%;
height: 100vh;
position: relative;
}
.slide {
display: none;
position: absolute;
inset: 0;
background: var(--white);
padding: 64px 80px 80px;
flex-direction: column;
opacity: 0;
transition: opacity 0.15s ease;
}
.slide.active {
display: flex;
opacity: 1;
}
/* ── SLIDE TYPES ── */
/* Cover slide */
.slide--cover {
background: var(--green);
color: var(--white);
justify-content: center;
}
.slide--cover .eyebrow {
font-size: 13px;
font-weight: 600;
letter-spacing: 0.1em;
text-transform: uppercase;
color: rgba(255,255,255,0.55);
margin-bottom: 20px;
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.slide--cover h1 {
font-size: 46px;
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.slide--cover .sub {
font-size: 18px;
color: rgba(255,255,255,0.65);
max-width: 600px;
line-height: 1.55;
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.slide--cover .tag-row {
display: flex;
gap: 10px;
margin-top: 40px;
flex-wrap: wrap;
}
.slide--cover .tag {
background: rgba(255,255,255,0.12);
border: 1px solid rgba(255,255,255,0.2);
color: rgba(255,255,255,0.8);
border-radius: 100px;
padding: 6px 16px;
font-size: 13px;
font-weight: 500;
}
/* Standard content slide */
.slide__header {
margin-bottom: 36px;
}
.slide__label {
display: inline-block;
font-size: 11px;
font-weight: 700;
letter-spacing: 0.12em;
text-transform: uppercase;
color: var(--green);
background: var(--green-pale);
padding: 4px 12px;
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margin-bottom: 16px;
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.slide__headline {
font-size: 36px;
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line-height: 1.2;
color: var(--text);
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.slide__headline em {
color: var(--green);
font-style: normal;
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.slide__sub {
font-size: 16px;
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margin-top: 10px;
font-weight: 400;
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/* Bullet list */
.bullets {
list-style: none;
display: flex;
flex-direction: column;
gap: 14px;
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.bullets li {
display: flex;
align-items: flex-start;
gap: 14px;
font-size: 17px;
line-height: 1.5;
color: var(--text);
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.bullets li::before {
content: '';
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height: 7px;
background: var(--green);
border-radius: 50%;
flex-shrink: 0;
margin-top: 8px;
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.bullets li strong {
color: var(--green);
font-weight: 600;
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/* Two-column layout */
.two-col {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 32px;
flex: 1;
align-items: start;
}
.col-box {
background: #fafafa;
border: 1px solid var(--border);
border-radius: 12px;
padding: 24px 28px;
}
.col-box__label {
font-size: 11px;
font-weight: 700;
letter-spacing: 0.1em;
text-transform: uppercase;
color: var(--text-muted);
margin-bottom: 8px;
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.col-box__title {
font-size: 15px;
font-weight: 700;
color: var(--text);
margin-bottom: 16px;
padding-bottom: 12px;
border-bottom: 1px solid var(--border);
}
.col-box .bullets li {
font-size: 14.5px;
}
/* Persona cards */
.persona-grid {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 20px;
margin-bottom: 28px;
}
.persona-card {
border: 1px solid var(--border);
border-radius: 12px;
padding: 20px 22px;
background: #fafafa;
}
.persona-card__name {
font-size: 13px;
font-weight: 700;
text-transform: uppercase;
letter-spacing: 0.06em;
color: var(--green);
margin-bottom: 8px;
}
.persona-card__text {
font-size: 14px;
line-height: 1.55;
color: var(--text-muted);
}
.shared-pain {
background: #fff8ec;
border: 1px solid #fde5a0;
border-radius: 10px;
padding: 16px 20px;
font-size: 15px;
line-height: 1.5;
color: #7a5800;
max-width: 860px;
}
.shared-pain strong {
color: #5a3e00;
}
/* Hypothesis block */
.hypothesis-box {
background: var(--green-pale);
border-left: 4px solid var(--green);
border-radius: 0 10px 10px 0;
padding: 22px 28px;
font-size: 17px;
line-height: 1.65;
color: var(--green);
font-style: italic;
max-width: 820px;
margin-bottom: 28px;
}
/* Metrics table */
.metrics-table {
width: 100%;
max-width: 860px;
border-collapse: collapse;
font-size: 15px;
margin-bottom: 24px;
}
.metrics-table th {
text-align: left;
padding: 10px 16px;
background: var(--green);
color: white;
font-size: 12px;
font-weight: 600;
letter-spacing: 0.06em;
text-transform: uppercase;
}
.metrics-table th:first-child { border-radius: 8px 0 0 0; }
.metrics-table th:last-child { border-radius: 0 8px 0 0; }
.metrics-table td {
padding: 11px 16px;
border-bottom: 1px solid var(--border);
color: var(--text);
vertical-align: top;
}
.metrics-table tr:last-child td { border-bottom: none; }
.metrics-table tr:nth-child(even) td { background: #fafafa; }
.badge {
display: inline-block;
padding: 2px 10px;
border-radius: 100px;
font-size: 11px;
font-weight: 600;
letter-spacing: 0.04em;
}
.badge--star { background: #fff3cd; color: #856404; }
.badge--support { background: #d1ecf1; color: #0c5460; }
.badge--guard { background: #f8d7da; color: #721c24; }
/* Events list */
.event-flow {
display: flex;
align-items: center;
gap: 6px;
flex-wrap: wrap;
max-width: 860px;
margin-bottom: 24px;
}
.event-chip {
background: #1a1a1a;
color: #d4f0e3;
font-family: 'SF Mono', 'Fira Code', 'Consolas', monospace;
font-size: 12.5px;
padding: 5px 12px;
border-radius: 6px;
font-weight: 500;
}
.event-arrow {
color: var(--text-muted);
font-size: 16px;
font-weight: 300;
}
/* RCA grid */
.rca-grid {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 16px;
max-width: 960px;
}
.rca-card {
border: 1px solid var(--border);
border-radius: 10px;
padding: 18px 20px;
background: #fafafa;
}
.rca-card__if {
font-size: 11px;
font-weight: 700;
text-transform: uppercase;
letter-spacing: 0.08em;
color: var(--text-muted);
margin-bottom: 6px;
}
.rca-card__signal {
font-size: 13.5px;
font-weight: 700;
color: var(--text);
margin-bottom: 8px;
}
.rca-card__action {
font-size: 13px;
color: var(--text-muted);
line-height: 1.45;
}
.rca-card__action strong {
color: var(--green);
font-weight: 600;
}
/* Closing slide */
.slide--closing {
background: var(--green);
color: white;
}
.closing-grid {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 24px;
max-width: 900px;
margin-bottom: 32px;
}
.closing-item {
display: flex;
gap: 14px;
align-items: flex-start;
}
.closing-item__dot {
width: 8px;
height: 8px;
background: rgba(255,255,255,0.5);
border-radius: 50%;
flex-shrink: 0;
margin-top: 6px;
}
.closing-item__text {
font-size: 15px;
color: rgba(255,255,255,0.8);
line-height: 1.5;
}
.closing-item__text strong {
color: white;
font-weight: 600;
}
.closing-key {
background: rgba(255,255,255,0.08);
border: 1px solid rgba(255,255,255,0.15);
border-radius: 10px;
padding: 20px 24px;
max-width: 780px;
font-size: 16px;
line-height: 1.6;
color: rgba(255,255,255,0.85);
font-style: italic;
}
/* ── NAVIGATION ── */
.nav {
position: fixed;
bottom: 32px;
right: 40px;
display: flex;
align-items: center;
gap: 12px;
z-index: 100;
}
.nav__counter {
font-size: 13px;
font-weight: 600;
color: var(--text-muted);
min-width: 44px;
text-align: center;
}
.nav__btn {
width: 40px;
height: 40px;
border-radius: 50%;
border: 1.5px solid var(--border);
background: white;
cursor: pointer;
display: flex;
align-items: center;
justify-content: center;
font-size: 16px;
color: var(--text);
transition: background 0.1s, border-color 0.1s;
user-select: none;
}
.nav__btn:hover { background: var(--green-pale); border-color: var(--green); color: var(--green); }
.nav__btn:disabled { opacity: 0.3; cursor: default; }
/* On dark slides, invert nav */
.slide--cover ~ .nav .nav__btn,
.slide--closing ~ .nav .nav__btn {
background: rgba(255,255,255,0.1);
border-color: rgba(255,255,255,0.3);
color: white;
}
.progress-bar {
position: fixed;
top: 0;
left: 0;
height: 3px;
background: var(--green);
transition: width 0.2s ease;
z-index: 200;
}
/* Logo / watermark */
.slide__watermark {
position: absolute;
bottom: 28px;
left: 80px;
font-size: 11.5px;
font-weight: 600;
color: var(--border);
letter-spacing: 0.04em;
text-transform: uppercase;
}
.slide--cover .slide__watermark,
.slide--closing .slide__watermark {
color: rgba(255,255,255,0.2);
}
</style>
</head>
<body>
<div class="progress-bar" id="progress"></div>
<div class="deck" id="deck">
<!-- ══════════════════════════════════
SLIDE 1 — COVER / OPENING
══════════════════════════════════ -->
<!-- PRESENTER NOTE: Opening narration — 60–90 seconds. "I want to show you something specific — not a generic AI tool demo..." -->
<div class="slide slide--cover active" id="slide-1">
<div class="eyebrow">AI Product OS · Issue-006</div>
<h1>From rough idea to structured experiment — in hours, not weeks</h1>
<p class="sub">A live walkthrough of how I'd approach one early-stage problem for Ozi: improving repeat purchase for baby essentials in a dark-store model.</p>
<div class="tag-row">
<span class="tag">6 screens</span>
<span class="tag">5–10 minutes</span>
<span class="tag">Founder walkthrough</span>
</div>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 2 — BUSINESS CONTEXT
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "When I look at Ozi, the first thing I want to understand is not 'what feature should we build next.' It's 'do we have repeat buyers, and if not, why not?'" -->
<div class="slide" id="slide-2">
<div class="slide__header">
<span class="slide__label">Business Context</span>
<h2 class="slide__headline">Ozi is 4–5 dark stores in.<br>The question isn't <em>what to build</em> — it's <em>what to test first.</em></h2>
</div>
<ul class="bullets">
<li>At this stage, the riskiest move is shipping a big feature nobody repeats</li>
<li>The goal isn't a product roadmap — it's <strong>signal</strong>: is repeat behavior emerging at all?</li>
<li>Limited data, limited runway, limited margin for wrong bets</li>
<li>Dark-store model means unit economics live or die on reorder frequency</li>
<li>Focus energy on reducing uncertainty before committing engineering capacity</li>
</ul>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 3 — ICP + USER PAIN
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "The user here isn't one person. It's really two or three types of parents with different motivations — but they hit the same wall: Ozi doesn't remind them." -->
<div class="slide" id="slide-3">
<div class="slide__header">
<span class="slide__label">ICP + User Pain</span>
<h2 class="slide__headline">Two types of parents.<br>One shared frustration.</h2>
</div>
<div class="persona-grid">
<div class="persona-card">
<div class="persona-card__name">Emergency Parent</div>
<div class="persona-card__text">Ran out of diapers at 10pm. Chose Ozi for speed. Will choose whoever gets there first next time — <em>unless Ozi catches them before the emergency</em>.</div>
</div>
<div class="persona-card">
<div class="persona-card__name">Routine Replenishment</div>
<div class="persona-card__text">Buys monthly. Forgets to reorder until almost out. Low brand loyalty, high convenience loyalty. <em>Currently forming habits — Ozi can capture this or lose it.</em></div>
</div>
<div class="persona-card">
<div class="persona-card__name">First-Time Parent</div>
<div class="persona-card__text">Unsure of sizes, brands, quantities. Needs guidance and trust, not a catalogue. Values feeling <em>guided</em>, not browsing.</div>
</div>
</div>
<div class="shared-pain">
<strong>Shared pain:</strong> No signal from Ozi that it's time to reorder. The app feels like a marketplace, not a replenishment partner — and every time they open Blinkit out of habit, Ozi loses the order.
</div>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 4 — HYPOTHESIS
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "Here's the hypothesis, written in one sentence. What I like about it: falsifiable in three weeks, no ML, no subscriptions." -->
<div class="slide" id="slide-4">
<div class="slide__header">
<span class="slide__label">Hypothesis</span>
<h2 class="slide__headline">One hypothesis. One test.<br><em>Three weeks.</em></h2>
</div>
<div class="hypothesis-box">
"If Ozi triggers a reorder reminder 18–20 days after a diaper delivery and routes the user directly to a pre-filled repeat order, repeat purchase rate within 21 days will improve — because it removes the memory burden and the 'I'll-do-it-later' escape hatch."
</div>
<ul class="bullets">
<li>Why testable now: small cohort, binary outcome, <strong>zero ML or personalization required</strong></li>
<li>What it is NOT: a subscription product, a loyalty program, or a personalization engine</li>
<li>Decision in 3 weeks: did the test group reorder more than control? <strong>Yes → build. No → diagnose.</strong></li>
</ul>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 5 — EXPERIMENT DESIGN
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "The experiment itself is intentionally minimal. I'm asking: if I remind someone at the right moment and make reordering require one tap, does that change what they do?" -->
<div class="slide" id="slide-5">
<div class="slide__header">
<span class="slide__label">Experiment Design</span>
<h2 class="slide__headline">MVP: Reorder Reminder + <em>One-Tap Repeat</em></h2>
<p class="slide__sub">Cohort: first-time diaper buyers in last 60 days who have not reordered · 50/50 test vs. control</p>
</div>
<div class="two-col">
<div class="col-box">
<div class="col-box__label">Trigger Mechanism</div>
<div class="col-box__title">Option A — Event-based <span style="color:var(--text-muted); font-size:12px; font-weight:400">(if tooling exists)</span></div>
<ul class="bullets">
<li>Hook into <code>order_delivered</code> webhook</li>
<li>Schedule push at delivered_at + 18–20 days via OneSignal / CleverTap / Braze</li>
<li>No new cron infrastructure needed</li>
</ul>
<div style="margin-top:20px">
<div class="col-box__title">Option B — Cron-based <span style="color:var(--text-muted); font-size:12px; font-weight:400">(no tooling needed)</span></div>
<ul class="bullets">
<li>Daily cron queries orders delivered 18–20 days ago</li>
<li>Fan-out per user with <code>Promise.allSettled</code></li>
<li>Hard cap 500/run · Full observability via cron_runs table</li>
</ul>
</div>
</div>
<div class="col-box">
<div class="col-box__label">Repeat Order Path</div>
<div class="col-box__title">Option A — Pre-filled cart deep link</div>
<ul class="bullets">
<li>Notification encodes <code>order_id</code></li>
<li>Ozi app resolves → pre-populated cart</li>
<li>One "Place Order" tap → done</li>
</ul>
<div style="margin-top:20px">
<div class="col-box__title">Option B — Lightweight repeat screen</div>
<ul class="bullets">
<li>Deep link to <code>/reorder/:orderId</code></li>
<li>Single SKU card, quantity pre-set to last order</li>
<li>"Add to Cart" → standard Ozi checkout</li>
</ul>
</div>
<p style="margin-top:16px; font-size:13px; color:var(--text-muted); font-style:italic;">Both paths: user never browses. One tap, pre-filled, done.</p>
</div>
</div>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 6 — METRICS + INSTRUMENTATION
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "At this stage, you don't have a retention dashboard. You probably don't have a data warehouse. That's fine. What you need are seven events." -->
<div class="slide" id="slide-6">
<div class="slide__header">
<span class="slide__label">Metrics + Instrumentation</span>
<h2 class="slide__headline">Zero-to-one metrics: <em>what to track when you have no history</em></h2>
</div>
<table class="metrics-table">
<thead>
<tr>
<th>Metric</th>
<th>Type</th>
<th>Target</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>21-day repeat purchase rate</strong> — test vs. control</td>
<td><span class="badge badge--star">North Star</span></td>
<td>+10pp lift</td>
</tr>
<tr>
<td>Notification open rate</td>
<td><span class="badge badge--support">Supporting</span></td>
<td>>25%</td>
</tr>
<tr>
<td>Repeat screen → order conversion</td>
<td><span class="badge badge--support">Supporting</span></td>
<td>>40%</td>
</tr>
<tr>
<td>Notification opt-out rate</td>
<td><span class="badge badge--guard">Guardrail</span></td>
<td>Alert if >5%</td>
</tr>
</tbody>
</table>
<div class="event-flow">
<span class="event-chip">reminder_triggered</span>
<span class="event-arrow">→</span>
<span class="event-chip">reminder_delivered</span>
<span class="event-arrow">→</span>
<span class="event-chip">reminder_opened</span>
<span class="event-arrow">→</span>
<span class="event-chip">cart_prefilled</span>
<span class="event-arrow">→</span>
<span class="event-chip">checkout_started</span>
<span class="event-arrow">→</span>
<span class="event-chip">order_placed</span>
</div>
<ul class="bullets">
<li>These 7 events cover the full funnel and <strong>isolate exactly where drop-off happens</strong></li>
<li>If CTR >10% and completion >50% — the mechanic works, scale it</li>
</ul>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 7 — RCA FRAMEWORK
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "Here's the part most PM decks skip: what do we do if it doesn't work? The experiment doesn't fail — it produces a signal." -->
<div class="slide" id="slide-7">
<div class="slide__header">
<span class="slide__label">RCA Framework</span>
<h2 class="slide__headline">If it fails, here's <em>exactly how we find out why</em></h2>
<p class="slide__sub">Each failure mode maps to a specific next action. Nothing goes into a dead backlog.</p>
</div>
<div class="rca-grid">
<div class="rca-card">
<div class="rca-card__if">Signal</div>
<div class="rca-card__signal">Repeat rate ~0 in both groups</div>
<div class="rca-card__action"><strong>Root cause:</strong> wrong segment. First-time buyers may not be repeat buyers yet.<br><strong>Next:</strong> test with subscription-intent parents or higher-frequency SKUs.</div>
</div>
<div class="rca-card">
<div class="rca-card__if">Signal</div>
<div class="rca-card__signal">Reminder CTR <5%</div>
<div class="rca-card__action"><strong>Root cause:</strong> wrong timing or wrong copy. Day 18 too early or too late.<br><strong>Next:</strong> A/B test Day 14 vs. Day 21.</div>
</div>
<div class="rca-card">
<div class="rca-card__if">Signal</div>
<div class="rca-card__signal">CTR decent, cart abandonment high</div>
<div class="rca-card__action"><strong>Root cause:</strong> message created an expectation the UX didn't deliver.<br><strong>Next:</strong> rewrite copy, fix cart pre-fill accuracy.</div>
</div>
<div class="rca-card">
<div class="rca-card__if">Signal</div>
<div class="rca-card__signal">Pre-fill shows wrong size / product</div>
<div class="rca-card__action"><strong>Root cause:</strong> UX friction — deep-link payload inaccurate.<br><strong>Next:</strong> fix payload, add size confirmation step.</div>
</div>
<div class="rca-card">
<div class="rca-card__if">Signal</div>
<div class="rca-card__signal">repeat_order_failed spikes</div>
<div class="rca-card__action"><strong>Root cause:</strong> operational problem, not a PM problem.<br><strong>Next:</strong> escalate to ops and dark-store leads.</div>
</div>
<div class="rca-card" style="background: var(--green-pale); border-color: var(--green);">
<div class="rca-card__if" style="color:var(--green);">Loop</div>
<div class="rca-card__signal" style="color:var(--green);">Every outcome → next hypothesis</div>
<div class="rca-card__action" style="color:var(--green-light);">RCA output → tagged backlog item → sharper experiment → new test cycle. The experiment never truly fails.</div>
</div>
</div>
<span class="slide__watermark">AI Product OS</span>
</div>
<!-- ══════════════════════════════════
SLIDE 8 — CLOSING
══════════════════════════════════ -->
<!-- PRESENTER NOTE: "What you just saw wasn't AI generating a product strategy. It was AI doing the coordination and documentation work that would normally take a PM two or three days." -->
<div class="slide slide--closing" id="slide-8">
<div class="slide__header">
<span class="slide__label" style="background:rgba(255,255,255,0.15); color:rgba(255,255,255,0.85);">AI Product OS</span>
<h2 class="slide__headline" style="color:white; font-size:32px;">What the system generates — so you can focus on the thinking</h2>
</div>
<div class="closing-grid">
<div class="closing-item">
<div class="closing-item__dot"></div>
<div class="closing-item__text"><strong>Experiment brief</strong> — ICP definition, hypothesis, test/control design, cohort criteria</div>
</div>
<div class="closing-item">
<div class="closing-item__dot"></div>
<div class="closing-item__text"><strong>PRD draft</strong> — user stories, acceptance criteria, edge cases, out-of-scope items</div>
</div>
<div class="closing-item">
<div class="closing-item__dot"></div>
<div class="closing-item__text"><strong>Metric + event plan</strong> — instrumentation spec, North Star, supporting metrics</div>
</div>
<div class="closing-item">
<div class="closing-item__dot"></div>
<div class="closing-item__text"><strong>QA checklist</strong> — reliability scenarios, network failures, concurrent order handling</div>
</div>
<div class="closing-item">
<div class="closing-item__dot"></div>
<div class="closing-item__text"><strong>Architecture review</strong> — adversarial pass with must-fix findings before any code ships</div>
</div>
<div class="closing-item">
<div class="closing-item__dot"></div>
<div class="closing-item__text"><strong>Post-launch RCA template</strong> — pre-built failure taxonomy so analysis starts immediately</div>
</div>
</div>
<div class="closing-key">
"This doesn't replace PM thinking. It eliminates the documentation and coordination overhead that sits between a PM's insight and the team's execution — so the PM can spend more time with customers, more time making decisions, and less time in Google Docs."
</div>
<span class="slide__watermark">AI Product OS</span>
</div>
</div>
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