Arabic ASR Quality Framework: 4-Criteria Evaluation

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style="font-family:'Montserrat',sans-serif;font-size:56px;font-weight:700;line-height:1.1;color:#fff;margin:0 0 16px;">An Arabic ASR Platform - Quality, UAE</h1>  <p style="font-family:'Nunito Sans',sans-serif;font-size:18px;line-height:1.6;color:#c8cdd3;margin:0 0 24px;max-width:700px;">Built a quality assessment framework for Arabic speech recognition content across 4 evaluation criteria with structured scoring and detailed creation and order flows.</p>  <div style="display:flex;gap:8px;flex-wrap:wrap;margin-bottom:10px;"> <span style="display:inline-block;padding:4px 12px;border-radius:6px;font-family:'Nunito Sans',sans-serif;font-size:12px;font-weight:600;background:rgba(148,49,255,0.15);color:#c084fc;">Product Strategy</span> <span style="display:inline-block;padding:4px 12px;border-radius:6px;font-family:'Nunito Sans',sans-serif;font-size:12px;font-weight:600;background:rgba(148,49,255,0.15);color:#c084fc;">Growth Strategy</span> </div>  <div 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href="https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fwww.velocitygrowth.ae%2Fcase-studies%2Fquality-framework-arabic-asr-uae" target="_blank" rel="noopener noreferrer" style="display:flex;align-items:center;gap:7px;padding:10px 18px;border-radius:100px;border:none;background:#9431ff;color:#fff;font-family:'Nunito Sans',sans-serif;font-size:13px;font-weight:600;text-decoration:none;transition:all 0.2s;" onmouseover="this.style.background='#7a28d6'" onmouseout="this.style.background='#9431ff'"> <svg width="14" height="14" viewBox="0 0 24 24" fill="currentColor"><path d="M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433a2.062 2.062 0 0 1-2.063-2.065 2.064 2.064 0 1 1 2.063 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z"/></svg> Share on LinkedIn </a> </div> </div>  <div style="margin-top:40px;padding-top:32px;border-top:1px solid rgba(255,255,255,0.08);"> <div style="display:flex;align-items:center;gap:20px;flex-wrap:wrap;"> <div style="font-family:'Montserrat',sans-serif;font-size:56px;font-weight:600;line-height:1;background:linear-gradient(135deg,#9431ff 0%,#c084fc 100%);-webkit-background-clip:text;-webkit-text-fill-color:transparent;background-clip:text;">4</div> <div> <div style="font-family:'Nunito Sans',sans-serif;font-size:18px;font-weight:600;color:#fff;line-height:1.3;">Evaluation Criteria</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:14px;color:#94a3b8;line-height:1.3;">with structured quality scoring</div> </div> </div> </div> </div> </section>    <section class="vg-section" style="background:#fff;padding:80px 0;"> <div style="max-width:1000px;margin:0 auto;padding:0 24px;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;margin:0 0 8px;letter-spacing:0.04em;">The Challenge</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:40px;font-weight:700;color:#06054B;margin:0 0 32px;letter-spacing:-0.48px;line-height:46px;">What We Were Solving</h2> <p style="font-family:Nunito Sans,sans-serif;font-size:18px;line-height:1.7;color:#06054B;margin:0 0 36px;">An Arabic ASR platform had no systematic way to evaluate content quality. Output varied in quality with no framework to measure, compare, or improve it.</p><div style="display:grid;grid-template-columns:1fr 1fr;gap:20px;"><div class="vg-challenge-card" style="background:#06054B;border-radius:12px;padding:28px;"><div style="width:36px;height:36px;border-radius:8px;background:rgba(148,49,255,0.2);display:flex;align-items:center;justify-content:center;margin-bottom:14px;"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#c084fc" stroke-width="2"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg></div><p style="font-family:Montserrat,sans-serif;font-size:16px;font-weight:700;color:#fff;margin:0 0 12px;">No Quality Standard</p><ul style="margin:0;padding:0 0 0 18px;font-family:Nunito Sans,sans-serif;font-size:16px;line-height:1.8;color:#c8cdd3;"><li>Output quality varied without measurement</li><li>No evaluation criteria defined</li><li>No way to compare quality across outputs</li></ul></div><div class="vg-challenge-card" style="background:#06054B;border-radius:12px;padding:28px;"><div style="width:36px;height:36px;border-radius:8px;background:rgba(148,49,255,0.2);display:flex;align-items:center;justify-content:center;margin-bottom:14px;"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#c084fc" stroke-width="2"><path d="M14.7 6.3a1 1 0 0 0 0 1.4l1.6 1.6a1 1 0 0 0 1.4 0l3.77-3.77a6 6 0 0 1-7.94 7.94l-6.91 6.91a2.12 2.12 0 0 1-3-3l6.91-6.91a6 6 0 0 1 7.94-7.94l-3.76 3.76z"/></svg></div><p style="font-family:Montserrat,sans-serif;font-size:16px;font-weight:700;color:#fff;margin:0 0 12px;">No Process Flows</p><ul style="margin:0;padding:0 0 0 18px;font-family:Nunito Sans,sans-serif;font-size:16px;line-height:1.8;color:#c8cdd3;"><li>Creation flow undocumented</li><li>Customer order flow undefined</li><li>Decision points at each stage unclear</li></ul></div></div> </div> </section>    <section class="vg-section" style="background:#fff;padding:0 0 80px;"> <div style="max-width:1000px;margin:0 auto;padding:0 24px;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;margin:0 0 8px;letter-spacing:0.04em;">The Approach</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:40px;font-weight:700;color:#06054B;margin:0 0 32px;letter-spacing:-0.48px;line-height:46px;">How We Thought About It</h2> <p style="font-family:Nunito Sans,sans-serif;font-size:18px;line-height:1.7;color:#06054B;margin:0 0 36px;">Define quality as a measurable, repeatable evaluation with clear criteria, scoring levels, and documented process flows.</p><div style="position:relative;padding-left:48px;"><div style="position:absolute;left:19px;top:40px;bottom:40px;width:2px;background:linear-gradient(180deg,#9431ff,rgba(148,49,255,0.15));"></div><div style="position:relative;margin-bottom:36px;"><div style="position:absolute;left:-48px;top:0;width:40px;height:40px;border-radius:50%;background:#9431ff;display:flex;align-items:center;justify-content:center;font-family:Montserrat,sans-serif;font-size:16px;font-weight:700;color:#fff;">1</div><p style="font-family:Montserrat,sans-serif;font-size:20px;font-weight:600;color:#06054B;margin:0 0 12px;letter-spacing:-0.4px;padding-top:8px;">Criteria and Scoring Design</p><ul style="margin:0;padding:0 0 0 18px;font-family:Nunito Sans,sans-serif;font-size:16px;line-height:1.8;color:#06054B;"><li>Defined 4 evaluation criteria: timing/mood, pacing/quality, personal criteria, overall coherence</li><li>Built scoring system: enabled, acceptable, fair, fail</li><li>Designed evaluation workflow for consistent application</li></ul></div><div style="position:relative;"><div style="position:absolute;left:-48px;top:0;width:40px;height:40px;border-radius:50%;background:#9431ff;display:flex;align-items:center;justify-content:center;font-family:Montserrat,sans-serif;font-size:16px;font-weight:700;color:#fff;">2</div><p style="font-family:Montserrat,sans-serif;font-size:20px;font-weight:600;color:#06054B;margin:0 0 12px;letter-spacing:-0.4px;padding-top:8px;">Process Flow Documentation</p><ul style="margin:0;padding:0 0 0 18px;font-family:Nunito Sans,sans-serif;font-size:16px;line-height:1.8;color:#06054B;"><li>Mapped detailed creation flow with decision trees</li><li>Mapped customer order flow with decision trees</li><li>Connected quality gates to both flows</li></ul></div></div> </div> </section>    <section class="vg-section" style="background:#f8f9fa;padding:80px 0;"> <div style="max-width:1000px;margin:0 auto;padding:0 24px;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;margin:0 0 8px;letter-spacing:0.04em;">The Execution</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:40px;font-weight:700;color:#06054B;margin:0 0 32px;letter-spacing:-0.48px;line-height:46px;">What We Delivered</h2> <div style="display:grid;grid-template-columns:1fr 1fr;gap:20px;"><div class="vg-exec-card" style="background:#fff;border-radius:12px;padding:28px;border:1px solid #e2e8f0;"><div style="width:36px;height:36px;border-radius:8px;background:rgba(148,49,255,0.08);display:flex;align-items:center;justify-content:center;margin-bottom:14px;"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2"><polyline points="22 12 18 12 15 21 9 3 6 12 2 12"/></svg></div><p style="font-family:Montserrat,sans-serif;font-size:18px;font-weight:700;color:#06054B;margin:0 0 12px;">Quality Framework</p><ul style="margin:0;padding:0 0 0 18px;font-family:Nunito Sans,sans-serif;font-size:16px;line-height:1.8;color:#06054B;"><li>4 evaluation criteria defined</li><li>4-level scoring system</li><li>Evaluation workflow designed</li></ul></div><div class="vg-exec-card" style="background:#fff;border-radius:12px;padding:28px;border:1px solid #e2e8f0;"><div style="width:36px;height:36px;border-radius:8px;background:rgba(148,49,255,0.08);display:flex;align-items:center;justify-content:center;margin-bottom:14px;"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2"><path d="M14.7 6.3a1 1 0 0 0 0 1.4l1.6 1.6a1 1 0 0 0 1.4 0l3.77-3.77a6 6 0 0 1-7.94 7.94l-6.91 6.91a2.12 2.12 0 0 1-3-3l6.91-6.91a6 6 0 0 1 7.94-7.94l-3.76 3.76z"/></svg></div><p style="font-family:Montserrat,sans-serif;font-size:18px;font-weight:700;color:#06054B;margin:0 0 12px;">Process Flows</p><ul style="margin:0;padding:0 0 0 18px;font-family:Nunito Sans,sans-serif;font-size:16px;line-height:1.8;color:#06054B;"><li>Creation flow with decision trees</li><li>Customer order flow mapped</li><li>Quality gates integrated</li></ul></div></div> </div> </section>    <section class="vg-section" style="background:#06054B;padding:80px 0;position:relative;overflow:hidden;"> <svg style="position:absolute;top:-40px;right:-60px;width:400px;height:400px;opacity:0.06;" viewBox="0 0 400 400" fill="none" aria-hidden="true"> <circle cx="200" cy="200" r="180" stroke="#9431ff" stroke-width="2"/> <circle cx="200" cy="200" r="130" stroke="#9431ff" stroke-width="1.5"/> </svg> <svg style="position:absolute;bottom:-30px;left:-50px;width:300px;height:300px;opacity:0.05;" viewBox="0 0 300 300" fill="none" aria-hidden="true"> <rect x="30" y="30" width="240" height="240" rx="20" stroke="#9431ff" stroke-width="2" transform="rotate(15 150 150)"/> </svg> <div style="max-width:1000px;margin:0 auto;padding:0 24px;position:relative;z-index:1;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#c084fc;margin:0 0 8px;letter-spacing:0.04em;">The Impact</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:40px;font-weight:700;color:#fff;margin:0 0 40px;letter-spacing:-0.48px;line-height:46px;">Results That Moved the Needle</h2>  <div class="vg-grid-4" style="display:grid;grid-template-columns:repeat(2,1fr);gap:16px;margin-bottom:48px;"> <div class="vg-metric-card" style="padding:20px;background:rgba(255,255,255,0.06);border:1px solid rgba(255,255,255,0.1);border-radius:12px;text-align:center;display:flex;flex-direction:column;align-items:center;justify-content:center;min-height:110px;cursor:default;"> <div style="font-family:'Montserrat',sans-serif;font-size:28px;font-weight:600;color:#fff;"><span class="vg-anim-num" data-value="4" data-decimals="0">0</span><span></span></div> <div style="font-family:'Nunito Sans',sans-serif;font-size:13px;color:#94a3b8;margin-top:4px;">Evaluation Criteria</div> </div> <div class="vg-metric-card" style="padding:20px;background:rgba(255,255,255,0.06);border:1px solid rgba(255,255,255,0.1);border-radius:12px;text-align:center;display:flex;flex-direction:column;align-items:center;justify-content:center;min-height:110px;cursor:default;"> <div style="font-family:'Montserrat',sans-serif;font-size:28px;font-weight:600;color:#fff;"><span class="vg-anim-num" data-value="4" data-decimals="0">0</span><span></span></div> <div style="font-family:'Nunito Sans',sans-serif;font-size:13px;color:#94a3b8;margin-top:4px;">Quality Scoring Levels</div> </div> </div>    <div class="vg-impact-narrative"> <div style="background:rgba(255,255,255,0.08);border:1px solid rgba(255,255,255,0.15);border-radius:12px;padding:24px;margin-top:8px;"><p style="font-family:Nunito Sans,sans-serif;font-size:15px;line-height:1.6;color:#c8cdd3;margin:0;">Before the framework, quality was subjective. After, every piece of output could be scored against 4 criteria with 4 levels. The creation and order flows ensured quality gates were hit at every stage, not just at final review.</p></div> </div>  </div> </section>    <section class="vg-section" style="background:#f8f9fa;padding:80px 0;"> <div style="max-width:1200px;margin:0 auto;padding:0 24px;"> <div class="vg-takeaway-grid" style="display:grid;grid-template-columns:1fr 480px;gap:56px;align-items:stretch;">  <div style="display:flex;flex-direction:column;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;margin:0 0 8px;letter-spacing:0.04em;">Key Takeaway</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:32px;font-weight:700;color:#06054B;margin:0 0 28px;letter-spacing:-0.48px;line-height:38px;">What This Means for Your Business</h2> <div class="vg-key-takeaway-content"> <div style="display:grid;grid-template-columns:1fr 1fr;gap:16px;margin-bottom:24px;"><div style="background:#fff;border-radius:12px;padding:20px;border:1px solid #e2e8f0;"><div style="display:flex;align-items:center;gap:10px;margin-bottom:10px;"><div style="width:36px;height:36px;border-radius:8px;background:rgba(148,49,255,0.08);display:flex;align-items:center;justify-content:center;"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2"><polyline points="23 6 13.5 15.5 8.5 10.5 1 18"/><polyline points="17 6 23 6 23 12"/></svg></div><p style="font-family:Montserrat,sans-serif;font-size:15px;font-weight:700;color:#06054B;margin:0;">Quality Requires Criteria</p></div><p style="font-size:14px;line-height:1.6;margin:0;">Saying output should be high quality is meaningless without defined criteria. 4 specific dimensions (timing, pacing, personal, coherence) make quality measurable and improvable.</p></div><div style="background:#fff;border-radius:12px;padding:20px;border:1px solid #e2e8f0;"><div style="display:flex;align-items:center;gap:10px;margin-bottom:10px;"><div style="width:36px;height:36px;border-radius:8px;background:rgba(148,49,255,0.08);display:flex;align-items:center;justify-content:center;"><svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2"><polyline points="23 6 13.5 15.5 8.5 10.5 1 18"/><polyline points="17 6 23 6 23 12"/></svg></div><p style="font-family:Montserrat,sans-serif;font-size:15px;font-weight:700;color:#06054B;margin:0;">Gates in the Flow</p></div><p style="font-size:14px;line-height:1.6;margin:0;">Quality checks at the end of a process catch problems too late. Integrating quality gates into creation and order flows catches issues at the point where they are cheapest to fix.</p></div></div> </div>  <div style="margin-top:28px;padding:20px 24px;border-left:3px solid #9431ff;border-radius:0 8px 8px 0;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:15px;line-height:1.7;color:#06054B;margin:0;">Every growth transformation starts with a conversation. Tell us about your business and we'll work with you to help unlock growth.</p> </div>  <div style="display:flex;align-items:center;gap:12px;margin-top:auto;padding-top:24px;"> <div style="flex:1;height:1px;background:linear-gradient(90deg,transparent,#9431ff);"></div> <svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><line x1="5" y1="12" x2="19" y2="12"/><polyline points="12 5 19 12 12 19"/></svg> </div> </div>  <div class="vg-form-card" style="position:sticky;top:24px;">  <div style="background:#06054B;border-radius:16px 16px 0 0;padding:20px 28px;"> <div style="display:flex;gap:24px;align-items:center;justify-content:center;"> <div style="text-align:center;"> <div style="font-family:'Montserrat',sans-serif;font-size:22px;font-weight:700;color:#fff;">33+</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:11px;color:#94a3b8;margin-top:2px;">Brands Grown</div> </div> <div style="width:1px;height:32px;background:rgba(255,255,255,0.15);"></div> <div style="text-align:center;"> <div style="font-family:'Montserrat',sans-serif;font-size:22px;font-weight:700;color:#fff;">$1.4B</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:11px;color:#94a3b8;margin-top:2px;">Revenue Generated</div> </div> <div style="width:1px;height:32px;background:rgba(255,255,255,0.15);"></div> <div style="text-align:center;"> <div style="font-family:'Montserrat',sans-serif;font-size:22px;font-weight:700;color:#fff;">6</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:11px;color:#94a3b8;margin-top:2px;">Countries</div> </div> </div> </div>  <div style="background:#fff;border-radius:0 0 16px 16px;padding:28px 28px 32px;border:1px solid #e2e8f0;border-top:none;box-shadow:0 8px 32px rgba(6,5,75,0.08);"> <h3 style="font-family:'Montserrat',sans-serif;font-size:20px;font-weight:700;color:#06054B;margin:0 0 20px;">Get a custom growth audit</h3> <div id="vg-cta-form-container"> <form id="vg-lead-form" onsubmit="return handleFormSubmit(event)" style="display:flex;flex-direction:column;gap:14px;"> <div style="display:grid;grid-template-columns:1fr 1fr;gap:12px;"> <div> <label style="font-family:'Nunito Sans',sans-serif;font-size:13px;font-weight:600;color:#06054B;display:block;margin-bottom:5px;">Name *</label> <input type="text" name="name" required onfocus="pushFormFocus('name')" style="width:100%;padding:10px 14px;border:1px solid #e2e8f0;border-radius:8px;font-family:'Nunito Sans',sans-serif;font-size:14px;color:#06054B;box-sizing:border-box;transition:border-color 0.2s;" onfocusin="this.style.borderColor='#9431ff'" onfocusout="this.style.borderColor='#e2e8f0'" /> </div> <div> <label style="font-family:'Nunito Sans',sans-serif;font-size:13px;font-weight:600;color:#06054B;display:block;margin-bottom:5px;">Work Email *</label> <input type="email" name="email" required onfocus="pushFormFocus('email')" style="width:100%;padding:10px 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style="display:flex;align-items:center;justify-content:center;gap:16px;margin-top:16px;"> <div style="display:flex;align-items:center;gap:5px;"> <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="#22c55e" stroke-width="2"><polyline points="20 6 9 17 4 12"/></svg> <span style="font-family:'Nunito Sans',sans-serif;font-size:12px;color:#64748b;">No commitment</span> </div> <div style="display:flex;align-items:center;gap:5px;"> <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="#22c55e" stroke-width="2"><polyline points="20 6 9 17 4 12"/></svg> <span style="font-family:'Nunito Sans',sans-serif;font-size:12px;color:#64748b;">Response within 24hrs</span> </div> </div>  <div id="vg-thank-you" style="display:none;text-align:center;padding:24px 0;"> <svg width="40" height="40" viewBox="0 0 48 48" fill="none" style="margin-bottom:12px;"> <circle cx="24" cy="24" r="24" fill="#f0fdf4"/> <path d="M14 24l7 7 13-13" stroke="#22c55e" stroke-width="3" stroke-linecap="round" stroke-linejoin="round"/> </svg> <h3 style="font-family:'Montserrat',sans-serif;font-size:18px;font-weight:700;color:#06054B;margin:0 0 6px;">We've received your details</h3> <p style="font-family:'Nunito Sans',sans-serif;font-size:14px;color:#64748b;margin:0;">We'll reach out within 24 hours.</p> </div> </div> </div> </div> </div> </section>    <section class="vg-section" style="background:#fff;padding:80px 0;"> <div style="max-width:800px;margin:0 auto;padding:0 24px;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;margin:0 0 8px;letter-spacing:0.04em;">FAQ</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:32px;font-weight:700;color:#06054B;margin:0 0 32px;letter-spacing:-0.48px;line-height:38px;">Common Questions</h2> <details style="border:1px solid #e2e8f0;border-radius:12px;padding:0;margin-bottom:12px;background:#fff;"> <summary style="padding:20px 24px;font-family:'Montserrat',sans-serif;font-size:16px;font-weight:600;color:#06054B;cursor:pointer;list-style:none;display:flex;justify-content:space-between;align-items:center;"> What are the 4 evaluation criteria? <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" style="flex-shrink:0;margin-left:16px;transition:transform 0.2s;"><polyline points="6 9 12 15 18 9"/></svg> </summary> <div style="padding:0 24px 20px;font-family:'Nunito Sans',sans-serif;font-size:15px;line-height:1.7;color:#06054B;">Timing and mood (does the output match the emotional context?), pacing and quality (is the rhythm and technical quality right?), personal criteria (does it meet the specific user preferences?), and overall coherence (does everything work together as a whole?).</div> </details> <details style="border:1px solid #e2e8f0;border-radius:12px;padding:0;margin-bottom:12px;background:#fff;"> <summary style="padding:20px 24px;font-family:'Montserrat',sans-serif;font-size:16px;font-weight:600;color:#06054B;cursor:pointer;list-style:none;display:flex;justify-content:space-between;align-items:center;"> What is a 4-level quality scoring system? <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#9431ff" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" style="flex-shrink:0;margin-left:16px;transition:transform 0.2s;"><polyline points="6 9 12 15 18 9"/></svg> </summary> <div style="padding:0 24px 20px;font-family:'Nunito Sans',sans-serif;font-size:15px;line-height:1.7;color:#06054B;">Enabled (excellent, exceeds expectations), Acceptable (good, meets requirements), Fair (below standard but usable), Fail (unacceptable, requires redo). Each level has specific criteria per dimension so scoring is consistent across evaluators.</div> </details> </div> </section>    <section class="vg-section" style="background:#f8f9fa;padding:80px 0;"> <div style="max-width:1200px;margin:0 auto;padding:0 24px;"> <p style="font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;margin:0 0 8px;letter-spacing:0.04em;">More Work</p> <h2 style="font-family:'Montserrat',sans-serif;font-size:32px;font-weight:700;color:#06054B;margin:0 0 32px;letter-spacing:-0.48px;line-height:38px;">Related Case Studies</h2> <div class="vg-grid-3" style="display:grid;grid-template-columns:repeat(3,1fr);gap:24px;"> <a href="https://www.velocitygrowth.ae/case-studies/growth-engine-events-marketplace-uae" style="text-decoration:none;"> <div class="vg-card" style="background:#fff;border-radius:16px;padding:28px;border:1px solid #e5e7eb;"> <div style="display:flex;gap:8px;margin-bottom:12px;"> <span style="padding:4px 10px;border-radius:100px;font-family:'Nunito Sans',sans-serif;font-size:11px;font-weight:600;background:#f3e8ff;color:#7c3aed;">Transformation</span> <span style="padding:4px 10px;border-radius:100px;font-family:'Nunito Sans',sans-serif;font-size:11px;font-weight:500;background:#f1f5f9;color:#64748b;">UAE</span> </div> <h3 style="font-family:'Montserrat',sans-serif;font-size:18px;font-weight:700;color:#06054B;margin:0 0 8px;line-height:1.3;">A Major Events & Experiences Marketplace, UAE</h3> <div style="font-family:'Montserrat',sans-serif;font-size:24px;font-weight:800;color:#9431ff;margin:12px 0 4px;">256%</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:13px;color:#64748b;">Increase in Qualified Leads</div> <p style="font-family:'Nunito Sans',sans-serif;font-size:14px;color:#64748b;margin:12px 0 0;line-height:1.5;">Full-stack growth engine across 7 workstreams.</p> </div> </a> <a href="https://www.velocitygrowth.ae/case-studies/crm-experimentation-superapp-uae" style="text-decoration:none;"> <div class="vg-card" style="background:#fff;border-radius:16px;padding:28px;border:1px solid #e5e7eb;"> <div style="display:flex;gap:8px;margin-bottom:12px;"> <span style="padding:4px 10px;border-radius:100px;font-family:'Nunito Sans',sans-serif;font-size:11px;font-weight:600;background:#f3e8ff;color:#7c3aed;">Deep Dive</span> <span style="padding:4px 10px;border-radius:100px;font-family:'Nunito Sans',sans-serif;font-size:11px;font-weight:500;background:#f1f5f9;color:#64748b;">UAE</span> </div> <h3 style="font-family:'Montserrat',sans-serif;font-size:18px;font-weight:700;color:#06054B;margin:0 0 8px;line-height:1.3;">A Leading SuperApp, UAE</h3> <div style="font-family:'Montserrat',sans-serif;font-size:24px;font-weight:800;color:#9431ff;margin:12px 0 4px;">265%</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:13px;color:#64748b;">Uplift vs Control Group</div> <p style="font-family:'Nunito Sans',sans-serif;font-size:14px;color:#64748b;margin:12px 0 0;line-height:1.5;">CRM + experimentation delivering 265% uplift.</p> </div> </a> <a href="https://www.velocitygrowth.ae/case-studies/analytics-seo-mass-transit-kenya" style="text-decoration:none;"> <div class="vg-card" style="background:#fff;border-radius:16px;padding:28px;border:1px solid #e5e7eb;"> <div style="display:flex;gap:8px;margin-bottom:12px;"> <span style="padding:4px 10px;border-radius:100px;font-family:'Nunito Sans',sans-serif;font-size:11px;font-weight:600;background:#f3e8ff;color:#7c3aed;">Deep Dive</span> <span style="padding:4px 10px;border-radius:100px;font-family:'Nunito Sans',sans-serif;font-size:11px;font-weight:500;background:#f1f5f9;color:#64748b;">Kenya</span> </div> <h3 style="font-family:'Montserrat',sans-serif;font-size:18px;font-weight:700;color:#06054B;margin:0 0 8px;line-height:1.3;">A Series-B Mass Transit Operator, Kenya</h3> <div style="font-family:'Montserrat',sans-serif;font-size:24px;font-weight:800;color:#9431ff;margin:12px 0 4px;">4%</div> <div style="font-family:'Nunito Sans',sans-serif;font-size:13px;color:#64748b;">ML Forecasting Delta</div> <p style="font-family:'Nunito Sans',sans-serif;font-size:14px;color:#64748b;margin:12px 0 0;line-height:1.5;">ML forecasting, promo framework, SEO infrastructure.</p> </div> </a> </div> <div style="text-align:center;margin-top:40px;"> <a href="https://www.velocitygrowth.ae/case-studies" style="display:inline-flex;align-items:center;gap:8px;font-family:'Nunito Sans',sans-serif;font-size:16px;font-weight:600;color:#9431ff;text-decoration:none;padding:12px 28px;border:2px solid #9431ff;border-radius:100px;transition:all 0.2s;" onmouseover="this.style.background='#9431ff';this.style.color='#fff'" onmouseout="this.style.background='transparent';this.style.color='#9431ff'">View All Case Studies <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><line x1="5" y1="12" x2="19" y2="12"/><polyline points="12 5 19 12 12 19"/></svg></a> </div> </div> </section>