diff --git a/public/videos/Doormile-quantum-video3.mp4 b/public/videos/Doormile-quantum-video3.mp4
new file mode 100644
index 0000000..48d851a
Binary files /dev/null and b/public/videos/Doormile-quantum-video3.mp4 differ
diff --git a/src/app/miletruth/page.tsx b/src/app/miletruth/page.tsx
index 8a94372..870f4ce 100644
--- a/src/app/miletruth/page.tsx
+++ b/src/app/miletruth/page.tsx
@@ -2,6 +2,7 @@ import React from "react";
 import MileTruthHero from "../../components/sections/MileTruthHero";
 import Workflow1 from "../../components/sections/Workflow1";
 import Workflow2 from "../../components/sections/Workflow2";
+import Workflow4 from "../../components/sections/Workflow4";
 import Workflow3Lazy from "../../components/sections/Workflow3Lazy";
 
 export const metadata = {
@@ -18,6 +19,7 @@ export default function MileTruthPage() {
             <MileTruthHero />
             <Workflow1 />
             <Workflow2 />
+            <Workflow4 />
             <Workflow3Lazy />
           </div>
         </div>
diff --git a/src/components/sections/EVSection.tsx b/src/components/sections/EVSection.tsx
index f7b141f..3ff064e 100644
--- a/src/components/sections/EVSection.tsx
+++ b/src/components/sections/EVSection.tsx
@@ -42,6 +42,9 @@ export interface EVStat {
   decimals?: number;
   suffix: string;
   label: string;
+  /** Optional static text override — when set, renders this text instead of
+   *  an animated CountUp (for non-numeric KPI concepts, e.g. "QUBO"). */
+  text?: string;
 }
 
 /** Accent theming for the dashboard column so it matches the scene on the left
@@ -83,10 +86,19 @@ interface EVSectionProps {
    *  static homepage feature list. The bottom stat bar is dropped in this mode
    *  to avoid repeating the metrics. */
   metrics?: EVStat[];
+  /** Optional distinct copy for the bottom `.evnd__bar` strip in dashboard
+   *  mode. Defaults to reusing `metrics` (WF1/WF2 behaviour) when omitted. */
+  barStats?: EVStat[];
   /** Heading above the dashboard, e.g. "PERFORMANCE INSIGHT". */
   cardsHeading?: string;
   /** Accent theme for the dashboard column (defaults to the section red). */
   cardsTheme?: EVCardsTheme;
+  /** Dashboard system label, top-right of the header row. Defaults to "AI ENGINE". */
+  sysLabel?: string;
+  /** Extra class appended to `.evnd__imgwrap`, for workflow-specific media
+   *  sizing overrides (e.g. video object-fit) defined in the caller's own
+   *  scoped <style> tag rather than here. */
+  mediaClassName?: string;
 }
 
 /* ---- Default content = original homepage EV Logistics section ---- */
@@ -260,11 +272,13 @@ function DashboardPanel({
   features,
   heading,
   theme,
+  sysLabel = "AI ENGINE",
 }: {
   metrics: EVStat[];
   features: EVFeature[];
   heading?: string;
   theme?: EVCardsTheme;
+  sysLabel?: string;
 }) {
   const themeVars = theme
     ? ({
@@ -287,7 +301,7 @@ function DashboardPanel({
             <span className="evnd__dash-livedot" />
             {heading}
           </span>
-          <span className="evnd__dash-sys">AI ENGINE</span>
+          <span className="evnd__dash-sys">{sysLabel}</span>
         </div>
       )}
 
@@ -295,12 +309,16 @@ function DashboardPanel({
       <div className="evnd__dash-kpis">
         {metrics.map((m) => (
           <div className="evnd__kpi" key={m.label}>
-            <CountUp
-              value={m.value}
-              decimals={m.decimals}
-              suffix={m.suffix}
-              className="evnd__kpi-val"
-            />
+            {m.text ? (
+              <b className="evnd__kpi-val evnd__kpi-val--text">{m.text}</b>
+            ) : (
+              <CountUp
+                value={m.value}
+                decimals={m.decimals}
+                suffix={m.suffix}
+                className="evnd__kpi-val"
+              />
+            )}
             <span className="evnd__kpi-label">{m.label}</span>
           </div>
         ))}
@@ -342,11 +360,15 @@ export default function EVSection({
   ariaLabel,
   mediaSlot,
   metrics,
+  barStats,
   cardsHeading,
   cardsTheme,
+  sysLabel,
+  mediaClassName,
 }: EVSectionProps) {
   const bannerRef = useRef<HTMLDivElement>(null);
   const useDashboard = !!metrics && metrics.length > 0;
+  const isVideo = image.endsWith(".mp4");
 
   /* In dashboard mode the workflow's accent theme is applied at the .evnd
      section level so the shared animated network backdrop (below) is tinted to
@@ -595,13 +617,31 @@ export default function EVSection({
             background: #ef4444;
         }
 
+        /* ---- Heading → content gap ----
+           Deliberately set here (on the wrapper div) rather than as
+           margin-bottom on .evnd__title (the <h2>): a global site.css rule
+           (.logico-front-end h2:not([class*="logico-title-h"]):last-child)
+           outweighs .evnd__title's own specificity and zeroes any bottom
+           margin placed on the heading itself, since the h2 is always the
+           last child of .evnd__heading. Setting it here sidesteps that
+           collision and gives every workflow section + Fleet Strategy one
+           shared, consistent gap. */
+        .evnd__heading {
+            margin-bottom: 40px;
+        }
+        @media (max-width: 991px) and (min-width: 768px) {
+            .evnd__heading {
+                margin-bottom: 34px;
+            }
+        }
+
         .evnd__title {
             color: #fff !important;
             font-weight: 800 !important;
             font-size: clamp(32px, 3.8vw, 48px) !important;
             line-height: 1.15 !important;
             letter-spacing: -0.01em;
-            margin: 0 0 36px 0;
+            margin: 0;
         }
         @media (min-width: 768px) {
             .evnd__title {
@@ -867,6 +907,13 @@ export default function EVSection({
             font-size: 12.5px;
             letter-spacing: 0.01em;
         }
+        /* Non-numeric KPI concepts (EVStat.text) — same gradient treatment as
+           the counted values, sized down so short codes/words don't inherit
+           the numeric clamp() meant for 2-3 digit figures. */
+        .evnd__kpi-val--text {
+            font-size: clamp(18px, 1.6vw, 22px) !important;
+            letter-spacing: 0.02em;
+        }
 
         /* ============================================================
            Large-screen layout balance (WF1/WF2 dashboard only, ≥1440px).
@@ -1041,6 +1088,14 @@ export default function EVSection({
             text-transform: none;
             opacity: 0.9;
         }
+        /* Non-numeric bar values (EVStat.text) — the bar's numeric clamp()
+           (up to 56px) is too large for words/phrases; size down and let
+           longer phrases (e.g. "Cost + Distance + SLA") wrap cleanly. */
+        .evnd__bar-val--text {
+            font-size: clamp(16px, 1.8vw, 22px);
+            line-height: 1.25;
+            white-space: normal;
+        }
 
         @keyframes evndGlow { 0%,100% { opacity: 0.75; } 50% { opacity: 1; } }
 
@@ -1052,7 +1107,6 @@ export default function EVSection({
         @media (max-width: 991px) {
             .evnd { padding: 48px 32px 56px; }
             .evnd__grid { grid-template-columns: 1fr; gap: 40px; }
-            .evnd__title { margin-bottom: 28px; }
             .evnd__features { gap: 14px; }
             /* Stacked: KPI row can spread to 4-up since it now has full width. */
             .evnd__dash-kpis { grid-template-columns: repeat(4, 1fr); }
@@ -1331,7 +1385,7 @@ export default function EVSection({
 
           <div
             className={`evnd__inner${useDashboard ? " evnd__inner--cards" : ""}${
-              useDashboard && !mediaSlot ? " evnd__inner--img" : ""
+              useDashboard && !mediaSlot && !isVideo ? " evnd__inner--img" : ""
             }`}
           >
             <div className="evnd__heading">
@@ -1345,7 +1399,7 @@ export default function EVSection({
             {/* MAIN GRID */}
             <div
               className={`evnd__grid${useDashboard ? " evnd__grid--cards" : ""}${
-                useDashboard && !mediaSlot ? " evnd__grid--img" : ""
+                useDashboard && !mediaSlot && !isVideo ? " evnd__grid--img" : ""
               }`}
             >
               {/* Left column */}
@@ -1353,11 +1407,11 @@ export default function EVSection({
                 <div className="evnd__media">
                   <div className="evnd__glow" />
                   <div
-                    className={`evnd__imgwrap${mediaSlot ? " evnd__imgwrap--media" : ""}${image.endsWith(".mp4") ? " evnd__imgwrap--video" : ""}`}
+                    className={`evnd__imgwrap${mediaSlot ? " evnd__imgwrap--media" : ""}${isVideo ? " evnd__imgwrap--video" : ""}${mediaClassName ? ` ${mediaClassName}` : ""}`}
                   >
                     {mediaSlot ? (
                       mediaSlot
-                    ) : image.endsWith(".mp4") ? (
+                    ) : isVideo ? (
                       <video
                         className="evnd__video"
                         autoPlay
@@ -1401,6 +1455,7 @@ export default function EVSection({
                     features={features}
                     heading={cardsHeading}
                     theme={cardsTheme}
+                    sysLabel={sysLabel}
                   />
                 ) : (
                   <div className="evnd__features">
@@ -1434,15 +1489,19 @@ export default function EVSection({
                 all breakpoints. In dashboard mode it summarises the same workflow
                 metrics; the homepage section uses its own stat set. */}
             <div className="evnd__bar">
-              {(useDashboard ? metrics! : stats).map((s) => (
+              {(useDashboard ? (barStats ?? metrics!) : stats).map((s) => (
                 <div className="evnd__bar-item" key={s.label}>
                   <span className="evnd__bar-label">{s.label}</span>
-                  <CountUp
-                    value={s.value}
-                    decimals={s.decimals}
-                    suffix={s.suffix}
-                    className="evnd__bar-val"
-                  />
+                  {s.text ? (
+                    <b className="evnd__bar-val evnd__bar-val--text">{s.text}</b>
+                  ) : (
+                    <CountUp
+                      value={s.value}
+                      decimals={s.decimals}
+                      suffix={s.suffix}
+                      className="evnd__bar-val"
+                    />
+                  )}
                 </div>
               ))}
             </div>
diff --git a/src/components/sections/EmpowermentHowItWorks.tsx b/src/components/sections/EmpowermentHowItWorks.tsx
index 97740df..4bd83e6 100644
--- a/src/components/sections/EmpowermentHowItWorks.tsx
+++ b/src/components/sections/EmpowermentHowItWorks.tsx
@@ -196,6 +196,26 @@ export default function EmpowermentHowItWorks() {
           }
         }
 
+        /* ---- Mobile title-to-description gap fix ----
+           .ehw-step-title is an <h3>, so it's matched by a global,
+           unscoped site.css rule (.logico-front-end h3:not(...) { margin:
+           0 0 30px }) that outranks this component's own single-class
+           ".ehw-step-title { margin: 0 0 22px }" by specificity — bumping
+           the real margin-bottom to 30px everywhere, not just here. There
+           is no min-height, space-between, or fixed row height anywhere in
+           this component; the gap is purely that extra 8px of margin
+           reading as oversized once every other element around it (kicker,
+           description line-height) is tightly spaced. Overridden with
+           !important, matching how every other property on this selector
+           already has to defeat the same global rule. Scoped to mobile
+           only, per spec — desktop/tablet are left exactly as they were
+           (still resolving to the global 30px; out of scope here). */
+        @media (max-width: 767px) {
+          .ehw-step-title {
+            margin-bottom: 16px !important;
+          }
+        }
+
         @media (max-width: 480px) {
           .ehw-section { padding-top: 48px; padding-bottom: 68px; }
         }
diff --git a/src/components/sections/EmpowermentStory.tsx b/src/components/sections/EmpowermentStory.tsx
index 4ff430a..11eb829 100644
--- a/src/components/sections/EmpowermentStory.tsx
+++ b/src/components/sections/EmpowermentStory.tsx
@@ -100,6 +100,32 @@ export default function EmpowermentStory() {
           margin: 0;
         }
 
+        /* ---- Desktop-only inner spacing compaction ----
+           .esy-section never set its own padding, so it was silently
+           inheriting 96px top/bottom from the global bare-tag "section"
+           padding rule (6rem 0) in site.css — stacking with .esy-inner's
+           own clamp(60-98px) padding into a huge, unbalanced inset. Cancel
+           that leak here. Also tighten .esy-inner's own padding and widen its
+           max-width (so a fixed padding, not a narrow centered column,
+           controls the left/right inset at every desktop width) — and bring
+           min-height down to match the now-tighter natural content height,
+           since the old 690px floor was itself forcing extra empty space
+           once the padding was reduced. Scoped to desktop only; tablet/
+           mobile keep their original spacing untouched below. */
+        @media (min-width: 1025px) {
+          .esy-section {
+            padding: 0;
+            min-height: clamp(420px, 38vw, 500px);
+          }
+          .esy-inner {
+            max-width: 1900px;
+            padding-top: 64px;
+            padding-bottom: 56px;
+            padding-left: 64px;
+            padding-right: 64px;
+          }
+        }
+
         @media (max-width: 1024px) {
           .esy-section { width: calc(100% - 24px); border-radius: 22px; }
           .esy-inner { grid-template-columns: 1fr; align-items: start; }
diff --git a/src/components/sections/WingsHowItWorks.module.css b/src/components/sections/WingsHowItWorks.module.css
index 1377db0..a58485c 100644
--- a/src/components/sections/WingsHowItWorks.module.css
+++ b/src/components/sections/WingsHowItWorks.module.css
@@ -200,6 +200,26 @@
   margin: 0;
 }
 
+/* ---- Step 04 / Step 05 title-alignment fix ----
+   .stepBottom sits in .step's 1fr grid row with align-self:end, so its
+   title starts wherever the leftover space above it runs out — driven by
+   its OWN content height, not a shared position. Steps 01-03's
+   descriptions wrap to 3 lines, giving .stepBottom a natural height of
+   ~101px; "Destination Hub" (04) and "EV Last-Mile" (05) wrap to only 2
+   lines (~79px) at several desktop widths, so under that same
+   end-alignment they're left with ~22px more leftover space above them
+   and their titles land visibly lower. Reserving that same ~101px on
+   .stepBottom for these two steps only — a floor, not a cap, so it's
+   inert wherever their content is already taller — reproduces Steps
+   01-03's exact title position without touching their CSS, the shared
+   grid, or align-self. */
+@media (min-width: 1200px) {
+  .step:nth-child(4) .stepBottom,
+  .step:nth-child(5) .stepBottom {
+    min-height: 102px;
+  }
+}
+
 @media (max-width: 1024px) {
   .headerRow {
     flex-direction: column;
diff --git a/src/components/sections/Workflow4.tsx b/src/components/sections/Workflow4.tsx
new file mode 100644
index 0000000..3b8a595
--- /dev/null
+++ b/src/components/sections/Workflow4.tsx
@@ -0,0 +1,123 @@
+"use client";
+
+import React from "react";
+import EVSection, { EVStat, EVBadge, EVFeature, EVCardsTheme } from "./EVSection";
+
+/* Violet / Electric Purple — distinct from WF1 (cyan/teal) and WF2 (red/crimson). */
+const THEME: EVCardsTheme = {
+  accent: "#7C5CFF",
+  accent2: "#4C3AE3",
+  glow: "rgba(124,92,255,0.20)",
+};
+
+/**
+ * Workflow 4 — Quantum Intelligence (hybrid split-screen).
+ *
+ *   • Left  — video: the hybrid optimization / energy-landscape visual.
+ *   • Right — a COMPACT DASHBOARD: a quick KPI row (QUBO / Global / Hybrid /
+ *             Multi) over feature cards describing the encode → energy
+ *             landscape → global minimum → hybrid intelligence pipeline,
+ *             sitting on the animated network backdrop (violet).
+ *
+ * Messaging is deliberately framed as work-in-progress ("building",
+ * "exploring") rather than a shipped quantum-computing claim.
+ */
+const METRICS: EVStat[] = [
+  { text: "QUBO", value: 0, suffix: "", label: "Problem Model" },
+  { text: "GLOBAL", value: 0, suffix: "", label: "Minimum Search" },
+  { text: "HYBRID", value: 0, suffix: "", label: "Intelligence" },
+  { text: "MULTI", value: 0, suffix: "", label: "Objective" },
+];
+
+/* Distinct copy for the bottom capability bar (not a repeat of the KPI row —
+ * Workflow 4's brief specifies separate content for each). */
+const BAR_STATS: EVStat[] = [
+  { text: "Multi-Rider", value: 0, suffix: "", label: "Dynamic Routing" },
+  { text: "Optimized", value: 0, suffix: "", label: "Time Windows" },
+  { text: "Real-Time", value: 0, suffix: "", label: "Fleet Balancing" },
+  { text: "Cost + Distance + SLA", value: 0, suffix: "", label: "Objectives" },
+];
+
+const ico = (path: React.ReactNode) => (
+  <svg
+    viewBox="0 0 24 24"
+    fill="none"
+    stroke="currentColor"
+    strokeWidth="2"
+    strokeLinecap="round"
+    strokeLinejoin="round"
+  >
+    {path}
+  </svg>
+);
+
+const FEATURES: EVFeature[] = [
+  {
+    icon: ico(
+      <>
+        <rect x="3" y="3" width="7" height="7" />
+        <rect x="14" y="3" width="7" height="7" />
+        <rect x="14" y="14" width="7" height="7" />
+        <rect x="3" y="14" width="7" height="7" />
+      </>,
+    ),
+    title: "Encode the Problem",
+    desc: "Rider assignments, delivery sequences, capacity, traffic, service time, and SLA constraints become part of one mathematical optimization model.",
+  },
+  {
+    icon: ico(<path d="m8 3 4 8 5-5 5 15H2L8 3z" />),
+    title: "Build the Energy Landscape",
+    desc: "Each feasible routing solution is represented as a state with its own energy through a QUBO formulation.",
+  },
+  {
+    icon: ico(
+      <>
+        <circle cx="12" cy="12" r="9" />
+        <circle cx="12" cy="12" r="5" />
+        <circle cx="12" cy="12" r="1" />
+      </>,
+    ),
+    title: "Search the Global Minimum",
+    desc: "Optimization becomes the search for the lowest-energy state instead of evaluating route combinations one by one.",
+  },
+  {
+    icon: ico(
+      <>
+        <polygon points="12 2 2 7 12 12 22 7 12 2" />
+        <polyline points="2 17 12 22 22 17" />
+        <polyline points="2 12 12 17 22 12" />
+      </>,
+    ),
+    title: "Hybrid Intelligence",
+    desc: "Classical algorithms, AI models, and quantum optimization work together using the right computational model for each problem.",
+  },
+];
+
+const BADGES: EVBadge[] = [
+  { value: "QUBO", label: "PROBLEM MODEL" },
+  { value: "HYBRID", label: "INTELLIGENCE" },
+];
+
+export default function Workflow4() {
+  return (
+    <EVSection
+      ariaLabel="Workflow 4 — Quantum Intelligence"
+      gapBottom
+      image="/videos/Doormile-quantum-video3.mp4"
+      cardTitle="BUILDING QUANTUM INTELLIGENCE"
+      cardSubtitle="Exploring a hybrid optimization layer that treats routing as an energy landscape, not a search problem."
+      eyebrow="/ Quantum Intelligence /"
+      titleLead="FROM ROUTE SEARCH. "
+      titleAccent="TO ENERGY MINIMIZATION."
+      imageAlt="Hybrid quantum-classical optimization engine visualizing an energy landscape"
+      metrics={METRICS}
+      barStats={BAR_STATS}
+      features={FEATURES}
+      cardsHeading="Quantum Intelligence"
+      sysLabel="HYBRID ENGINE"
+      cardsTheme={THEME}
+      badges={BADGES}
+      mediaClassName="evnd__imgwrap--wf4"
+    />
+  );
+}