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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Kea: process mining for the event logs you already have</title>
<meta name="description" content="Kea is a desktop app that reads the event log your systems already keep and draws the process as it actually ran, so you can see where the money is going. Nothing leaves your machine.">
<link rel="icon" type="image/png" href="assets/kea_k_logo.png">
</head>
<body>
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<div style="background:#ffffff;color:#333;">
<!-- ============ HEADER ============ -->
<header style="position:sticky;top:0;z-index:50;background:rgba(255,255,255,.92);backdrop-filter:blur(8px);border-bottom:1px solid #eceae5;">
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<div style="max-width:1180px;margin:0 auto;padding:0 28px;height:74px;display:flex;align-items:center;justify-content:space-between;gap:20px;">
<a href="index.html" style="display:flex;align-items:center;flex-shrink:0;">
<img src="assets/kea_word_logo.svg" alt="Kea" style="height:30px;width:auto;display:block;">
</a>
<nav class="nav-desktop">
<a class="nav-link" href="index.html#how" style="font-size:15px;font-weight:600;">How it works</a>
<a class="nav-link" href="pricing.html" style="font-size:15px;font-weight:600;">Pricing</a>
<a class="nav-link" href="about.html" style="font-size:15px;font-weight:600;">About</a>
<a class="btn-cta btn-cta-nudge" href="demo.html" style="display:inline-flex;align-items:center;background:var(--kea-cta-bg);color:#fff;font-size:15px;font-weight:700;padding:11px 22px;border-radius:var(--kea-radius);box-shadow:0 2px 6px var(--kea-cta-shadow);">Book a demo</a>
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<a href="index.html#how" style="font-size:16px;font-weight:600;color:#333;padding:12px 4px;border-bottom:1px solid #f3f1ec;">How it works</a>
<a href="pricing.html" style="font-size:16px;font-weight:600;color:#333;padding:12px 4px;border-bottom:1px solid #f3f1ec;">Pricing</a>
<a href="about.html" style="font-size:16px;font-weight:600;color:#333;padding:12px 4px;">About</a>
<a href="demo.html" style="margin-top:10px;text-align:center;background:var(--kea-cta-bg);color:#fff;font-size:16px;font-weight:700;padding:14px 22px;border-radius:var(--kea-radius);">Book a demo</a>
</div>
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<!-- ============ HERO ============ -->
<section id="top" style="scroll-margin-top:80px;background:radial-gradient(1100px 540px at 78% -8%, #f4f7ee 0%, rgba(244,247,238,0) 60%), #ffffff;">
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<div style="max-width:860px;">
<h1 style="margin:0 0 22px;font-size:clamp(34px,5.2vw,60px);line-height:1.06;letter-spacing:-0.025em;font-weight:800;color:#2c2c2c;">Your data knows you’re losing money. <span style="color:#5c7d33;">Kea shows you where.</span></h1>
<p style="margin:0 0 34px;font-size:clamp(16px,1.5vw,19px);line-height:1.6;color:#555;max-width:600px;">Kea reads the event log your systems already keep and draws the process as it actually ran, repeats and waits included. Load a CSV, get the map, click anything to see the cases behind it.</p>
<div style="display:flex;flex-wrap:wrap;gap:14px;align-items:center;">
<a class="btn-cta btn-cta-lift" href="demo.html" style="display:inline-flex;align-items:center;gap:9px;background:var(--kea-cta-bg);color:#fff;font-size:16px;font-weight:700;padding:15px 28px;border-radius:var(--kea-radius);box-shadow:0 4px 14px var(--kea-cta-shadow);">Book a demo <span style="font-size:18px;line-height:1;">→</span></a>
<a class="btn-ghost" href="#how" style="display:inline-flex;align-items:center;gap:8px;color:#5c7d33;font-size:16px;font-weight:700;padding:15px 22px;border-radius:var(--kea-radius);border:1.5px solid #cdd9b8;">See how an analysis runs</a>
</div>
<p style="margin:28px 0 0;font-size:14px;line-height:1.6;color:#777;max-width:600px;">A desktop app for macOS and Windows. It reads CSV or XES event logs and needs no process model. Nothing leaves your machine.</p>
</div>
<!-- Hero app window: the 63.5 s product demo (video/kea-demo-v7.*). Click to play: poster + native controls, nothing preloaded beyond metadata. -->
<div id="watch" style="scroll-margin-top:96px;margin-top:clamp(40px,5vw,64px);">
<p style="margin:0 0 12px;font-size:13px;font-weight:800;letter-spacing:.1em;color:#5c7d33;">SEE IT IN A MINUTE <span style="font-weight:600;letter-spacing:0;color:#888;"> · A public log: 150,370 traffic fines over 13 years</span></p>
<div style="border:1px solid #d9dbd4;border-radius:10px;box-shadow:0 20px 55px rgba(40,50,20,.15);overflow:hidden;background:#0c0f08;">
<video controls preload="metadata" playsinline poster="video/kea-demo-v7-poster.jpg" style="display:block;width:100%;height:auto;aspect-ratio:16/9;">
<source src="video/kea-demo-v7.mp4" type="video/mp4">
<source src="video/kea-demo-v7.webm" type="video/webm">
</video>
</div>
</div>
</div>
</section>
<!-- ============ THE MAP: Directly-Follows Graph (recreated from the real DFG panel) ============ -->
<section id="map" style="scroll-margin-top:80px;background:#f8f9f5;border-top:1px solid #eeede7;">
<div style="max-width:1180px;margin:0 auto;padding:clamp(48px,6vw,76px) 28px clamp(54px,7vw,88px);">
<div style="display:flex;flex-wrap:wrap;align-items:flex-end;justify-content:space-between;gap:16px 48px;margin-bottom:clamp(22px,3vw,32px);">
<div style="max-width:560px;">
<p style="margin:0 0 14px;font-size:13px;font-weight:800;letter-spacing:.1em;color:#5c7d33;">THE MAP</p>
<h2 style="margin:0;font-size:clamp(28px,3.6vw,42px);line-height:1.12;letter-spacing:-0.02em;font-weight:800;color:#2c2c2c;">The map is drawn from the log, not from the process document.</h2>
</div>
<p style="margin:0;flex:0 1 420px;font-size:16px;line-height:1.6;color:#666;">The video used a real public log. The rest of this page follows a smaller order-to-cash log we made up, 12,480 orders, so the numbers stay easy to follow. Kea drew this map from three of its columns. The orange loop is the rework.</p>
</div>
<div style="position:relative;border:1px solid #d9dbd4;border-radius:10px;box-shadow:0 20px 55px rgba(40,50,20,.15);overflow:hidden;background:#fff;">
<div style="display:flex;align-items:center;justify-content:space-between;padding:11px 18px;border-bottom:2px solid #5c7d33;background:#f0f1f3;">
<span style="font-size:13.5px;font-weight:700;color:#333;">Directly-Follows Graph</span>
<span style="display:flex;gap:6px;">
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#5c7d33;"></span>
</span>
</div>
<div style="display:flex;align-items:center;justify-content:space-between;gap:14px;padding:9px 18px;border-bottom:1px solid #e9ecef;background:#f9f9f9;">
<span style="font-size:12.5px;color:#666;"><strong style="color:#333;">Showing:</strong> All Data | <strong style="color:#333;">Variants:</strong> 1–231 of 231 | 100% of 12,480 cases</span>
<span style="font-size:12.5px;color:#666;flex-shrink:0;"><strong style="color:#333;">Edges:</strong> Frequency</span>
</div>
<div style="position:relative;">
<div class="dfg-scroll">
<svg viewBox="0 0 1060 330" width="100%" style="display:block;" role="img" aria-label="Directly-follows graph of an order-to-cash process; gray edges show the main flow, an orange loop through Manual review flashes as the bottleneck">
<defs>
<marker id="dg" markerWidth="8" markerHeight="8" refX="6.5" refY="3" orient="auto"><path d="M0,0 L7,3 L0,6 Z" fill="#9aa0a6"></path></marker>
<marker id="do" markerWidth="8" markerHeight="8" refX="6.5" refY="3" orient="auto"><path d="M0,0 L7,3 L0,6 Z" fill="#e95423"></path></marker>
</defs>
<path d="M118,210 L242,210" fill="none" stroke="#9aa0a6" stroke-width="5" marker-end="url(#dg)" stroke-dasharray="400" stroke-dashoffset="400" style="animation:keadraw .6s .1s ease-out both;"></path>
<path d="M298,210 L422,210" fill="none" stroke="#9aa0a6" stroke-width="4" marker-end="url(#dg)" stroke-dasharray="400" stroke-dashoffset="400" style="animation:keadraw .6s .35s ease-out both;"></path>
<path d="M478,210 L602,210" fill="none" stroke="#9aa0a6" stroke-width="4" marker-end="url(#dg)" stroke-dasharray="400" stroke-dashoffset="400" style="animation:keadraw .6s .6s ease-out both;"></path>
<path d="M658,210 L762,210" fill="none" stroke="#9aa0a6" stroke-width="5" marker-end="url(#dg)" stroke-dasharray="400" stroke-dashoffset="400" style="animation:keadraw .6s .85s ease-out both;"></path>
<path d="M818,210 L922,210" fill="none" stroke="#9aa0a6" stroke-width="5" marker-end="url(#dg)" stroke-dasharray="400" stroke-dashoffset="400" style="animation:keadraw .6s 1.1s ease-out both;"></path>
<path d="M648,236 C720,286 850,282 930,238" fill="none" stroke="#c9cdd2" stroke-width="1.5" marker-end="url(#dg)" stroke-dasharray="600" stroke-dashoffset="600" style="animation:keadraw .9s 1.5s ease-out both;"></path>
<path class="kea-loop" d="M286,184 C300,130 322,96 336,86" fill="none" stroke="#e95423" stroke-width="3.5" stroke-linecap="round" marker-end="url(#do)" stroke-dasharray="8 7" style="animation:keafade .5s 1.7s both, keaflow 1.2s linear infinite;"></path>
<path class="kea-loop" d="M384,92 C412,116 400,160 304,196" fill="none" stroke="#e95423" stroke-width="3.5" stroke-linecap="round" marker-end="url(#do)" stroke-dasharray="8 7" style="animation:keafade .5s 1.8s both, keaflow 1.4s linear infinite;"></path>
<path d="M292,232 C360,292 540,292 610,232" fill="none" stroke="#9aa0a6" stroke-width="2.5" marker-end="url(#dg)" stroke-dasharray="600" stroke-dashoffset="600" style="animation:keadraw .9s 1.2s ease-out both;"></path>
<text x="180" y="198" font-family="Open Sans, sans-serif" font-size="10.5" fill="#888">12,480</text>
<text x="360" y="198" font-family="Open Sans, sans-serif" font-size="10.5" fill="#888">8,988</text>
<text x="540" y="198" font-family="Open Sans, sans-serif" font-size="10.5" fill="#888">8,988</text>
<text x="710" y="198" font-family="Open Sans, sans-serif" font-size="10.5" fill="#888">12,236</text>
<text x="870" y="198" font-family="Open Sans, sans-serif" font-size="10.5" fill="#888">12,236</text>
<text x="450" y="292" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="10.5" fill="#888">3,492</text>
<text x="790" y="278" font-family="Open Sans, sans-serif" font-size="10.5" fill="#aaa">244</text>
<text x="270" y="128" font-family="Open Sans, sans-serif" font-size="11" font-weight="700" fill="#c24518">1,318</text>
<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s .05s cubic-bezier(.34,1.56,.64,1) both;">
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<text x="90" y="215" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#fff">OR</text>
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<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s .3s cubic-bezier(.34,1.56,.64,1) both;">
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<text x="270" y="215" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#fff">CC</text>
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<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s .55s cubic-bezier(.34,1.56,.64,1) both;">
<circle cx="450" cy="210" r="24" fill="#1e90ff" stroke="#1673cc"></circle>
<text x="450" y="215" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#fff">AP</text>
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<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s .8s cubic-bezier(.34,1.56,.64,1) both;">
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<text x="630" y="215" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#fff">SH</text>
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<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s 1.05s cubic-bezier(.34,1.56,.64,1) both;">
<rect x="768" y="188" width="44" height="44" rx="3" fill="#8fbc8f" stroke="#6f9c6f"></rect>
<text x="790" y="215" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#fff">IN</text>
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<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s 1.3s cubic-bezier(.34,1.56,.64,1) both;">
<rect x="928" y="188" width="44" height="44" rx="3" fill="#5f2da0" stroke="#4a2380"></rect>
<text x="950" y="215" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#fff">PAY</text>
</g>
<circle class="kea-loop" cx="360" cy="66" r="30" fill="#e95423" style="opacity:.16;transform-box:fill-box;transform-origin:center;animation:keapulse 2.2s ease-in-out infinite;"></circle>
<g style="transform-box:fill-box;transform-origin:center;animation:keapop .45s 1.55s cubic-bezier(.34,1.56,.64,1) both;">
<circle cx="360" cy="66" r="22" fill="#2fd6e8" stroke="#e95423" stroke-width="2.5"></circle>
<text x="360" y="71" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="12" font-weight="700" fill="#0e4a52">MR</text>
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<text x="90" y="262" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Order received</text>
<text x="270" y="256" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Credit check</text>
<text x="450" y="256" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Approve</text>
<text x="630" y="256" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Ship</text>
<text x="790" y="256" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Invoice</text>
<text x="950" y="256" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Payment</text>
<text x="360" y="30" text-anchor="middle" font-family="Open Sans, sans-serif" font-size="11" font-weight="600" fill="#777">Manual review</text>
</svg>
</div>
<div class="kea-loop dfg-badge" style="width:fit-content;background:#fff;border:1px solid #f3d4c8;border-radius:10px;box-shadow:0 8px 22px rgba(233,84,35,.18);padding:10px 14px;">
<div style="display:flex;align-items:center;gap:8px;font-size:13px;font-weight:800;color:#d4471c;"><span style="width:8px;height:8px;border-radius:50%;background:#e95423;"></span>Rework loop found</div>
<div style="margin-top:2px;font-size:11.5px;font-weight:600;color:#999;">CC ↔ MR · 1,276 cases · +3.1 d each</div>
</div>
</div>
<div style="display:flex;justify-content:space-between;border-top:1px solid #e9ecef;background:#f9f9f9;padding:7px 18px;font-size:11.5px;">
<span style="color:#28a745;font-weight:600;">Viewing DFG for entire dataset</span>
<span style="color:#999;">12,480 cases · 231 variants · 7 activities</span>
</div>
</div>
</div>
</section>
<!-- ============ THE INPUT: a slice of the (illustrative) order-to-cash log ============ -->
<section id="input" style="scroll-margin-top:80px;background:#eef2e6;border-top:1px solid #e3e9d6;border-bottom:1px solid #e3e9d6;">
<div style="max-width:1180px;margin:0 auto;padding:clamp(44px,5.5vw,68px) 28px;display:grid;grid-template-columns:minmax(0,340px) minmax(0,1fr);gap:36px 56px;align-items:center;" class="input-grid">
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<h2 style="margin:0 0 14px;font-size:clamp(24px,2.6vw,32px);line-height:1.15;letter-spacing:-0.02em;font-weight:800;color:#33401f;">This is the whole input.</h2>
<p style="margin:0 0 12px;font-size:15.5px;line-height:1.6;color:#4f5a3a;">An event log is a table with one row per event. Kea needs three of its columns: which case the row belongs to, what happened, and when.</p>
<p style="margin:0;font-size:14px;line-height:1.6;color:#6a755a;">Every other column becomes an attribute you can chart and filter by. Order A2052 is the one you will meet again in the walkthrough below.</p>
</div>
<div class="log-scroll">
<table class="log-excerpt" aria-label="Six rows of an order-to-cash event log; the case ID, activity and timestamp columns are highlighted">
<thead>
<tr class="log-roles"><th class="req">Case ID</th><th class="req">Activity</th><th class="req">Timestamp</th><th colspan="3">Attributes</th></tr>
<tr><th class="req">order_id</th><th class="req">activity</th><th class="req">timestamp</th><th>amount_eur</th><th>channel</th><th>region</th></tr>
</thead>
<tbody>
<tr><td class="req">A2052</td><td class="req">Order received</td><td class="req">2025-03-04 09:12</td><td>196.40</td><td>web</td><td>North</td></tr>
<tr><td class="req">A2052</td><td class="req">Credit check</td><td class="req">2025-03-04 11:47</td><td>196.40</td><td>web</td><td>North</td></tr>
<tr><td class="req">A2052</td><td class="req">Manual review</td><td class="req">2025-03-06 15:02</td><td>196.40</td><td>web</td><td>North</td></tr>
<tr><td class="req">A2052</td><td class="req">Credit check</td><td class="req">2025-03-10 08:30</td><td>196.40</td><td>web</td><td>North</td></tr>
<tr><td class="req">A2052</td><td class="req">Manual review</td><td class="req">2025-03-12 16:40</td><td>196.40</td><td>web</td><td>North</td></tr>
<tr><td class="req">A2052</td><td class="req">Credit check</td><td class="req">2025-03-17 09:15</td><td>196.40</td><td>web</td><td>North</td></tr>
</tbody>
<tfoot>
<tr><td colspan="6">… and about 73,000 more rows for the other 12,479 orders.</td></tr>
</tfoot>
</table>
</div>
</div>
</section>
<!-- ============ HOW AN ANALYSIS RUNS ============ -->
<section id="how" style="scroll-margin-top:80px;background:#fff;">
<div style="max-width:1180px;margin:0 auto;padding:clamp(56px,7vw,92px) 28px clamp(30px,4vw,50px);">
<div style="max-width:680px;margin-bottom:clamp(40px,5vw,64px);">
<p style="margin:0 0 14px;font-size:13px;font-weight:800;letter-spacing:.1em;color:#5c7d33;">HOW AN ANALYSIS RUNS</p>
<h2 style="margin:0 0 16px;font-size:clamp(28px,3.6vw,42px);line-height:1.12;letter-spacing:-0.02em;font-weight:800;color:#2c2c2c;">From 12,480 orders to the one loop that costs three days.</h2>
<p style="margin:0;font-size:17px;line-height:1.6;color:#666;">The same order-to-cash log, in the three panels you would open first. Each is redrawn from a real view in the app, and a click in any of them filters the others.</p>
</div>
<!-- ---- Chapter 01: Clusters ---- -->
<div class="chapter" style="padding:clamp(28px,4vw,48px) 0;border-top:1px solid #ecebe4;">
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<h3 style="margin:0 0 14px;font-size:clamp(22px,2.2vw,27px);line-height:1.2;letter-spacing:-0.015em;font-weight:700;color:#2c2c2c;">Group the cases by how they actually ran.</h3>
<p style="margin:0 0 14px;font-size:15.5px;line-height:1.65;color:#555;">Kea clusters cases with similar event patterns and draws each cluster as bands: one column per step, width by frequency. C1 and C2 are the two ways an order is meant to go. C3 is 1,276 orders that went through Credit check at least twice.</p>
<p style="margin:0;font-size:13.5px;line-height:1.6;color:#888;">Drag K to split or merge clusters. The recommended K is computed when the log is imported.</p>
</div>
<div>
<div style="background:#fff;border:1px solid #e0e0e0;border-radius:8px;box-shadow:0 2px 6px rgba(0,0,0,.08);overflow:hidden;">
<div style="display:flex;align-items:center;justify-content:space-between;padding:11px 18px;border-bottom:2px solid #5c7d33;background:#f0f1f3;">
<span style="font-size:13.5px;font-weight:700;color:#333;">Clusters</span>
<span style="display:flex;gap:6px;">
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#5c7d33;"></span>
</span>
</div>
<div style="display:flex;align-items:center;justify-content:space-between;gap:14px;padding:10px 18px;border-bottom:1px solid #e9ecef;background:#f9f9f9;font-size:12.5px;color:#666;">
<span><strong style="color:#333;">Showing:</strong> 3 clusters | <strong style="color:#333;">K:</strong> 3 ★</span>
<span style="flex-shrink:0;">Sort by: <strong style="color:#333;">size</strong></span>
</div>
<div style="padding:22px 22px 18px;">
<div class="bands-scroll">
<div role="img" aria-label="Cluster view: three groups of cases drawn as colored activity bands; the smallest cluster is selected, showing a rework loop through Manual review" style="display:flex;flex-direction:column;gap:18px;">
<div style="display:flex;align-items:flex-start;gap:14px;">
<span style="flex:0 0 86px;line-height:1.3;"><strong style="display:block;font-size:14px;color:#333;">C1</strong><span style="font-size:11.5px;color:#888;">7,712 (62%)</span></span>
<span style="display:flex;">
<span style="width:56px;height:88px;background:#17dd17;transform-origin:left;animation:keaband .5s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">OR</span>
<span style="width:56px;height:88px;background:#ff00ff;transform-origin:left;animation:keaband .5s .07s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">CC</span>
<span style="width:56px;height:88px;background:#1e90ff;transform-origin:left;animation:keaband .5s .14s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">AP</span>
<span style="width:56px;height:88px;background:#ff8c00;transform-origin:left;animation:keaband .5s .21s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">SH</span>
<span style="width:56px;height:88px;background:#8fbc8f;transform-origin:left;animation:keaband .5s .28s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">IN</span>
<span style="width:56px;height:88px;background:#5f2da0;transform-origin:left;animation:keaband .5s .35s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">PAY</span>
</span>
</div>
<div style="display:flex;align-items:flex-start;gap:14px;">
<span style="flex:0 0 86px;line-height:1.3;"><strong style="display:block;font-size:14px;color:#333;">C2</strong><span style="font-size:11.5px;color:#888;">3,492 (28%)</span></span>
<span style="display:flex;">
<span style="width:56px;height:60px;background:#17dd17;transform-origin:left;animation:keaband .5s .1s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">OR</span>
<span style="width:56px;height:60px;background:#ff00ff;transform-origin:left;animation:keaband .5s .17s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">CC</span>
<span style="width:56px;height:60px;background:#ff8c00;transform-origin:left;animation:keaband .5s .24s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">SH</span>
<span style="width:56px;height:60px;background:#8fbc8f;transform-origin:left;animation:keaband .5s .31s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">IN</span>
<span style="width:56px;height:60px;background:#5f2da0;transform-origin:left;animation:keaband .5s .38s ease-out both;text-align:center;padding-top:5px;font-size:11px;font-weight:700;color:#fff;">PAY</span>
</span>
</div>
<div style="display:flex;align-items:flex-start;gap:14px;">
<span style="flex:0 0 86px;line-height:1.3;"><strong style="display:block;font-size:14px;color:#333;">C3</strong><span style="font-size:11.5px;color:#c24518;font-weight:700;">1,276 (10%)</span></span>
<span class="kea-loop" style="display:flex;border:2px solid #e95423;border-radius:3px;animation:keaflash 2.2s ease-in-out infinite;">
<span style="width:54px;height:40px;background:#17dd17;transform-origin:left;animation:keaband .5s .15s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">OR</span>
<span style="width:54px;height:40px;background:#ff00ff;transform-origin:left;animation:keaband .5s .22s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">CC</span>
<span style="width:54px;height:40px;background:#2fd6e8;transform-origin:left;animation:keaband .5s .29s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#0e4a52;">MR</span>
<span style="width:54px;height:40px;background:#ff00ff;transform-origin:left;animation:keaband .5s .36s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">CC</span>
<span style="width:54px;height:40px;background:#1e90ff;transform-origin:left;animation:keaband .5s .43s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">AP</span>
<span style="width:54px;height:40px;background:#ff8c00;transform-origin:left;animation:keaband .5s .5s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">SH</span>
<span style="width:54px;height:40px;background:#8fbc8f;transform-origin:left;animation:keaband .5s .57s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">IN</span>
<span style="width:54px;height:40px;background:#5f2da0;transform-origin:left;animation:keaband .5s .64s ease-out both;text-align:center;padding-top:4px;font-size:11px;font-weight:700;color:#fff;">PAY</span>
</span>
</div>
</div>
</div>
<div style="display:flex;justify-content:flex-end;">
<div class="kea-loop" style="margin:16px 0 0;background:#fff;border:1px solid #f3d4c8;border-radius:11px;box-shadow:0 8px 22px rgba(233,84,35,.18);padding:10px 14px;animation:keafloat 4s ease-in-out infinite;">
<div style="display:flex;align-items:center;gap:8px;font-size:13px;font-weight:800;color:#d4471c;"><span style="width:8px;height:8px;border-radius:50%;background:#e95423;"></span>+3.1 d per case</div>
<div style="margin-top:2px;font-size:11.5px;font-weight:600;color:#999;">10% of cases loop through Manual review</div>
</div>
</div>
<div style="margin-top:18px;display:flex;flex-wrap:wrap;gap:7px 16px;border-top:1px solid #f1f0ea;padding-top:12px;font-size:11.5px;font-weight:600;color:#777;">
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#17dd17;"></span>OR Order received</span>
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#ff00ff;"></span>CC Credit check</span>
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#2fd6e8;"></span>MR Manual review</span>
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#1e90ff;"></span>AP Approve</span>
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#ff8c00;"></span>SH Ship</span>
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#8fbc8f;"></span>IN Invoice</span>
<span style="display:flex;align-items:center;gap:6px;"><span style="width:10px;height:10px;border-radius:2px;background:#5f2da0;"></span>PAY Payment</span>
</div>
</div>
<div style="display:flex;justify-content:space-between;border-top:1px solid #e9ecef;background:#f9f9f9;padding:7px 18px;font-size:11.5px;">
<span style="color:#28a745;font-weight:600;">Data loaded successfully</span>
<span style="color:#999;">12,480 cases · 231 variants</span>
</div>
</div>
</div>
</div>
<!-- ---- Chapter 02: Cases ---- -->
<div class="chapter" style="padding:clamp(28px,4vw,48px) 0;border-top:1px solid #ecebe4;">
<div class="chapter-copy">
<h3 style="margin:0 0 14px;font-size:clamp(22px,2.2vw,27px);line-height:1.2;letter-spacing:-0.015em;font-weight:700;color:#2c2c2c;">Open the cases behind the pattern.</h3>
<p style="margin:0 0 14px;font-size:15.5px;line-height:1.65;color:#555;">A cluster is not a summary. It is a list of real orders with real timestamps. Click C3 and the Cases panel shows them on a timeline: A2052 went through Manual review twice and took 6.4 days longer than the median.</p>
<p style="margin:0;font-size:13.5px;line-height:1.6;color:#888;">Selections are transient; the next click replaces the last. Pin one as a filter when you want it to stick.</p>
</div>
<div>
<div style="background:#fff;border:1px solid #e0e0e0;border-radius:8px;box-shadow:0 2px 6px rgba(0,0,0,.08);overflow:hidden;">
<div style="display:flex;align-items:center;justify-content:space-between;padding:11px 18px;border-bottom:2px solid #5c7d33;background:#f0f1f3;">
<span style="font-size:13.5px;font-weight:700;color:#333;">Cases</span>
<span style="display:flex;gap:6px;">
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#5c7d33;"></span>
</span>
</div>
<div style="padding:10px 18px;border-bottom:1px solid #e9ecef;background:#f9f9f9;font-size:12.5px;color:#666;"><strong style="color:#333;">Timeline:</strong> 2025-01-06 → 2026-06-30 | <strong style="color:#333;">Showing:</strong> 7 of 1,276 cases in C3</div>
<div class="cases-scroll">
<div class="cases-rows">
<div style="display:flex;align-items:center;gap:14px;padding:10px 18px 0;">
<span style="flex:0 0 84px;"></span>
<span style="flex:1;height:20px;background:#c9d3b3;border:1px solid #a9b78d;border-radius:3px;display:flex;align-items:center;justify-content:space-between;padding:0 10px;font-size:10.5px;color:#556140;"><span>2025-01</span><span>2025-07</span><span>2026-01</span><span>2026-06</span></span>
</div>
<div role="img" aria-label="Seven cases drawn as rows of colored activity chips; one case with a repeated Manual review loop is selected in flash orange" style="display:flex;flex-direction:column;gap:9px;padding:14px 18px 18px;">
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .05s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;color:#555;">A2041</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span style="width:46px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .1s ease-out both;">OR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .16s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .22s ease-out both;">MR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .28s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .34s ease-out both;">AP</span>
<span style="width:46px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .4s ease-out both;">SH</span>
<span style="width:46px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .46s ease-out both;">IN</span>
<span style="width:46px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .52s ease-out both;">PAY</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .15s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;color:#555;">A2044</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span style="width:46px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .2s ease-out both;">OR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .26s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .32s ease-out both;">MR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .38s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .44s ease-out both;">AP</span>
<span style="width:46px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .5s ease-out both;">SH</span>
<span style="width:46px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .56s ease-out both;">IN</span>
<span style="width:46px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .62s ease-out both;">PAY</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .25s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;color:#555;">A2049</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span style="width:46px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .3s ease-out both;">OR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .36s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .42s ease-out both;">MR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .48s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .54s ease-out both;">AP</span>
<span style="width:46px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .6s ease-out both;">SH</span>
<span style="width:46px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .66s ease-out both;">IN</span>
<span style="width:46px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .72s ease-out both;">PAY</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .35s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;font-weight:700;color:#c24518;">A2052</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span class="kea-loop" style="display:flex;gap:3px;border:2px solid #e95423;border-radius:4px;padding:2px;animation:keaflash 2.2s ease-in-out infinite;">
<span style="width:44px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .4s ease-out both;">OR</span>
<span style="width:44px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .46s ease-out both;">CC</span>
<span style="width:44px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .52s ease-out both;">MR</span>
<span style="width:44px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .58s ease-out both;">CC</span>
<span style="width:44px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .64s ease-out both;">MR</span>
<span style="width:44px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .7s ease-out both;">CC</span>
<span style="width:44px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .76s ease-out both;">AP</span>
<span style="width:44px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .82s ease-out both;">SH</span>
<span style="width:44px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .88s ease-out both;">IN</span>
<span style="width:44px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .94s ease-out both;">PAY</span>
</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .45s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;color:#555;">A2055</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span style="width:46px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .5s ease-out both;">OR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .56s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .62s ease-out both;">MR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .68s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .74s ease-out both;">AP</span>
<span style="width:46px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .8s ease-out both;">SH</span>
<span style="width:46px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .86s ease-out both;">IN</span>
<span style="width:46px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .92s ease-out both;">PAY</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .55s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;color:#555;">A2058</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span style="width:46px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .6s ease-out both;">OR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .66s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .72s ease-out both;">MR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .78s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .84s ease-out both;">AP</span>
<span style="width:46px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .9s ease-out both;">SH</span>
<span style="width:46px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .96s ease-out both;">IN</span>
<span style="width:46px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s 1.02s ease-out both;">PAY</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
<div style="display:flex;align-items:center;gap:14px;animation:kearow .4s .65s ease-out both;">
<span style="flex:0 0 84px;text-align:right;font-size:12.5px;color:#555;">A2060</span>
<span style="display:flex;gap:3px;flex:1;align-items:center;">
<span style="width:46px;height:26px;background:#17dd17;border:1px solid #0fae0f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .7s ease-out both;">OR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .76s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#2fd6e8;border:1px solid #22aab9;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#0e4a52;transform-origin:left;animation:keachip .25s .82s ease-out both;">MR</span>
<span style="width:46px;height:26px;background:#ff00ff;border:1px solid #cc00cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .88s ease-out both;">CC</span>
<span style="width:46px;height:26px;background:#1e90ff;border:1px solid #1673cc;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s .94s ease-out both;">AP</span>
<span style="width:46px;height:26px;background:#ff8c00;border:1px solid #cc7000;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s 1s ease-out both;">SH</span>
<span style="width:46px;height:26px;background:#8fbc8f;border:1px solid #6f9c6f;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s 1.06s ease-out both;">IN</span>
<span style="width:46px;height:26px;background:#5f2da0;border:1px solid #4a2380;border-radius:2px;text-align:center;line-height:24px;font-size:10.5px;font-weight:700;color:#fff;transform-origin:left;animation:keachip .25s 1.12s ease-out both;">PAY</span>
<span style="flex:1;border-top:1px dashed #ddd;"></span>
</span>
</div>
</div>
</div>
</div>
<div style="display:flex;justify-content:space-between;border-top:1px solid #e9ecef;background:#f9f9f9;padding:7px 18px;font-size:11.5px;">
<span style="color:#28a745;font-weight:600;">Data loaded successfully</span>
<span style="color:#999;">Selection: C3 · 1,276 of 12,480 cases</span>
</div>
</div>
<div style="display:flex;justify-content:flex-end;">
<div class="kea-loop" style="margin-top:14px;background:#fff;border:1px solid #f3d4c8;border-radius:11px;box-shadow:0 8px 22px rgba(233,84,35,.18);padding:10px 14px;animation:keafloat 4s ease-in-out infinite;">
<div style="display:flex;align-items:center;gap:8px;font-size:13px;font-weight:800;color:#d4471c;"><span style="width:8px;height:8px;border-radius:50%;background:#e95423;"></span>A2052 looped through Manual review twice</div>
<div style="margin-top:2px;font-size:11.5px;font-weight:600;color:#999;">+6.4 days against the median · one of 1,276 cases like it</div>
</div>
</div>
</div>
</div>
<!-- ---- Chapter 03: Attributes ---- -->
<div class="chapter" style="padding:clamp(28px,4vw,48px) 0;border-top:1px solid #ecebe4;border-bottom:1px solid #ecebe4;">
<div class="chapter-copy">
<h3 style="margin:0 0 14px;font-size:clamp(22px,2.2vw,27px);line-height:1.2;letter-spacing:-0.015em;font-weight:700;color:#2c2c2c;">Find what the slow cases have in common.</h3>
<p style="margin:0 0 14px;font-size:15.5px;line-height:1.65;color:#555;">Attribute histograms show how a value is spread across the selection. Here the orders stuck in Manual review sit between €180 and €240, right on the threshold that sends them to a person. That is a rule to change, not a team to push harder.</p>
<p style="margin:0;font-size:13.5px;line-height:1.6;color:#888;">The Comparison panel ranks which attributes separate one group of cases from another, by effect size, with p-values. Pure statistics, no AI involved.</p>
</div>
<div>
<div style="background:#fff;border:1px solid #e0e0e0;border-radius:8px;box-shadow:0 2px 6px rgba(0,0,0,.08);overflow:hidden;color:#333;">
<div style="display:flex;align-items:center;justify-content:space-between;padding:11px 18px;border-bottom:2px solid #5c7d33;background:#f0f1f3;">
<span style="font-size:13.5px;font-weight:700;color:#333;">Attributes</span>
<span style="display:flex;gap:6px;">
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#6b7280;"></span>
<span style="width:24px;height:22px;border-radius:5px;background:#5c7d33;"></span>
</span>
</div>
<div style="display:flex;align-items:center;flex-wrap:wrap;gap:10px;padding:14px 18px;border-bottom:1px solid #eee;">
<span style="display:flex;gap:6px;">
<span style="background:#5c7d33;color:#fff;font-size:13px;font-weight:600;padding:7px 16px;border-radius:6px;">Case</span>
<span style="background:#f9f9f9;color:#555;font-size:13px;font-weight:600;padding:7px 16px;border-radius:6px;border:1px solid #ddd;">Activity</span>
<span style="background:#f9f9f9;color:#555;font-size:13px;font-weight:600;padding:7px 16px;border-radius:6px;border:1px solid #ddd;">Clusters</span>
</span>
<span style="color:#5c7d33;font-size:13px;font-weight:700;padding:7px 14px;border-radius:6px;border:1.5px solid #a9c391;background:#f4f8ec;">+ Case attributes</span>
<span style="margin-left:auto;display:flex;align-items:center;gap:8px;font-size:13px;color:#666;">Attribute:
<span style="border:1px solid #ccc;border-radius:6px;padding:7px 12px;font-size:14px;font-weight:600;color:#333;background:#fff;">Order amount ▾</span>
</span>
</div>
<div style="padding:20px 26px 8px;">
<p style="margin:0 0 18px;text-align:center;font-size:16px;font-weight:800;color:#222;">Order amount — 12,480 (100.00%)</p>
<div style="display:flex;gap:12px;">
<div style="display:flex;flex-direction:column;justify-content:space-between;align-items:flex-end;font-size:11px;color:#666;padding-bottom:22px;"><span>1200</span><span>900</span><span>600</span><span>300</span><span>0</span></div>
<div style="flex:1;">
<div role="img" aria-label="Histogram of order amounts; the bars for the 180 to 240 euro range are highlighted in flash orange" style="display:flex;align-items:flex-end;gap:3px;height:210px;border-left:2px solid #222;border-bottom:2px solid #222;padding:0 8px 0 10px;">
<span style="flex:1;height:8%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .1s ease-out both;"></span>
<span style="flex:1;height:22%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .14s ease-out both;"></span>
<span style="flex:1;height:76%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .18s ease-out both;"></span>
<span style="flex:1;height:98%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .22s ease-out both;"></span>
<span style="flex:1;height:62%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .26s ease-out both;"></span>
<span style="flex:1;height:42%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .3s ease-out both;"></span>
<span style="flex:1;height:16%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .34s ease-out both;"></span>
<span style="flex:1;height:10%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .38s ease-out both;"></span>
<span style="flex:1;height:47%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .42s ease-out both;"></span>
<span class="kea-loop" style="flex:1;height:84%;background:#f0855c;border:1px solid #c24518;transform-origin:bottom;animation:kearise .5s .46s ease-out both, keaflash 2.2s 1s ease-in-out infinite;"></span>
<span class="kea-loop" style="flex:1;height:90%;background:#e95423;border:1px solid #c24518;transform-origin:bottom;animation:kearise .5s .5s ease-out both, keaflash 2.2s 1s ease-in-out infinite;"></span>
<span class="kea-loop" style="flex:1;height:66%;background:#f0855c;border:1px solid #c24518;transform-origin:bottom;animation:kearise .5s .54s ease-out both, keaflash 2.2s 1s ease-in-out infinite;"></span>
<span style="flex:1;height:28%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .58s ease-out both;"></span>
<span style="flex:1;height:12%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .62s ease-out both;"></span>
<span style="flex:1;height:30%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .66s ease-out both;"></span>
<span style="flex:1;height:60%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .7s ease-out both;"></span>
<span style="flex:1;height:88%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .74s ease-out both;"></span>
<span style="flex:1;height:56%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .78s ease-out both;"></span>
<span style="flex:1;height:36%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .82s ease-out both;"></span>
<span style="flex:1;height:20%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .86s ease-out both;"></span>
<span style="flex:1;height:11%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .9s ease-out both;"></span>
<span style="flex:1;height:15%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .94s ease-out both;"></span>
<span style="flex:1;height:32%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s .98s ease-out both;"></span>
<span style="flex:1;height:22%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s 1.02s ease-out both;"></span>
<span style="flex:1;height:9%;background:#e8e8e8;border:1px solid #bbb;transform-origin:bottom;animation:kearise .5s 1.06s ease-out both;"></span>
</div>
<div style="display:flex;justify-content:space-between;padding:6px 8px 0 10px;font-size:11px;color:#666;"><span>€0</span><span>€100</span><span>€200</span><span>€300</span><span>€400</span><span>€500</span></div>
</div>
</div>
<div style="display:flex;justify-content:flex-end;">
<div class="kea-loop" style="margin:10px 0 14px;background:#fff;border:1px solid #f3d4c8;border-radius:11px;box-shadow:0 8px 22px rgba(233,84,35,.22);padding:10px 14px;animation:keafloat 4s ease-in-out infinite;">
<div style="display:flex;align-items:center;gap:8px;font-size:13px;font-weight:800;color:#d4471c;"><span style="width:8px;height:8px;border-radius:50%;background:#e95423;"></span>€180–240 orders stall 2.4× longer</div>
<div style="margin-top:2px;font-size:11.5px;font-weight:600;color:#999;">1,276 of them looped through Manual review</div>
</div>
</div>
</div>
<div style="display:flex;justify-content:space-between;border-top:1px solid #eee;background:#f9f9f9;padding:7px 18px;font-size:11.5px;">
<span style="color:#28a745;font-weight:600;">Viewing attribute: Order amount</span>
<span style="color:#999;">12,480 cases · 231 variants</span>
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<h2 style="margin:0 0 16px;font-size:clamp(28px,3.6vw,42px);line-height:1.12;letter-spacing:-0.02em;font-weight:800;color:#2c2c2c;">Built for data you are not allowed to upload.</h2>
<p style="margin:0;font-size:16px;line-height:1.6;color:#666;">Kea is a desktop application. There is no account, no tenant and no upload step, because the logs that matter most are usually the ones you cannot send anywhere.</p>
<p style="margin:18px 0 0;font-size:14.5px;line-height:1.6;color:#777;">More detail on what the app does and does not send is on the <a href="security.html" style="color:#5c7d33;font-weight:700;text-decoration:underline;text-underline-offset:3px;">data handling page</a>.</p>
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<table class="specs" aria-label="Kea at a glance">
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<tr><th>Runs on</th><td>macOS and Windows. A desktop app; nothing to host.</td></tr>
<tr><th>Reads</th><td>CSV or XES event logs. Three columns are required: case, activity, timestamp. The rest come along as attributes.</td></tr>
<tr><th>Network</th><td>Not required. Your log never leaves the machine.</td></tr>
<tr><th>AI features</th><td>Optional, and local. Without a local model the analysis is unchanged.</td></tr>
<tr><th>Exports</th><td>Any selection as XES or CSV, plus the analysis itself as a file a colleague can open.</td></tr>
<tr><th>Licence</th><td>Per machine, verified offline. No login.</td></tr>
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<h2 style="margin:0 0 14px;font-size:clamp(26px,3.2vw,36px);line-height:1.15;letter-spacing:-0.02em;font-weight:800;color:#2c2c2c;">Questions people ask before a demo.</h2>
<p style="margin:0;font-size:15.5px;line-height:1.6;color:#666;">If yours is not here, <a href="demo.html" style="color:#5c7d33;font-weight:700;text-decoration:underline;text-underline-offset:3px;">ask it on the booking form</a> and we will answer before the call.</p>
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<summary>What does my log need to contain?</summary>
<p>Three columns: a case identifier, an activity name and a timestamp. Anything else in the file comes along as an attribute. CSV and XES are both accepted.</p>
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<summary>Do I need a process model first?</summary>
<p>No. The map is drawn from the log.</p>
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<summary>How large a log can it handle?</summary>
<p>Logs with millions of events. The public log in the video has 150,370 cases.</p>
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<summary>Where does my data go?</summary>
<p>Nowhere. It stays on the machine that runs Kea, which does not need a network connection. <a href="security.html">What the app does and does not send.</a></p>
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<summary>Do I need the AI features?</summary>
<p>No. They are optional and run on a local model if you install one. The analysis does not depend on them.</p>
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<summary>Which computers does it run on?</summary>
<p>macOS and Windows. It is a desktop app, so there is nothing to host.</p>
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<summary>How is it licensed?</summary>
<p>Per machine, verified offline. <a href="pricing.html">How licensing works.</a></p>
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<summary>What happens on the demo call?</summary>
<p>Thirty minutes. You bring a sample of a log, or we use the public traffic-fines log from the video. We import it, draw the map and look at the first loop or wait together.</p>
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<h2 style="margin:0 auto 18px;max-width:760px;font-size:clamp(30px,4.4vw,52px);line-height:1.1;letter-spacing:-0.025em;font-weight:800;color:#fff;">Bring a sample of your log <span style="color:#f6c89f;">to the call.</span></h2>
<p style="margin:0 auto 36px;max-width:560px;font-size:clamp(16px,1.6vw,19px);line-height:1.6;color:#d6e3c1;">In thirty minutes we import it into Kea, draw the map and look at the first loop or wait together. If you cannot share data yet, we use the public log from the video instead.</p>
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<a class="btn-cta btn-cta-lift" href="demo.html" style="display:inline-flex;align-items:center;gap:9px;background:var(--kea-cta-bg);color:#fff;font-size:17px;font-weight:700;padding:16px 32px;border-radius:var(--kea-radius);box-shadow:0 8px 22px rgba(233,84,35,.4);">Book a demo <span style="font-size:18px;line-height:1;">→</span></a>
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<p style="margin:0;font-size:14px;line-height:1.6;color:#9a9a93;">Process-mining analytics for the event logs you already have. A desktop app; your data stays with you.</p>
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<p style="margin:0 0 16px;font-size:14px;line-height:1.6;color:#9a9a93;">Thirty minutes, your log or a public one.</p>
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