diff --git a/ui/litellm-dashboard/src/components/lens/setup/LensGettingStarted.tsx b/ui/litellm-dashboard/src/components/lens/setup/LensGettingStarted.tsx
index 887aea1f20d..01a83797b9f 100644
--- a/ui/litellm-dashboard/src/components/lens/setup/LensGettingStarted.tsx
+++ b/ui/litellm-dashboard/src/components/lens/setup/LensGettingStarted.tsx
@@ -65,10 +65,10 @@ export function LensGettingStarted({
   };
 
   return (
-    <div className="mx-auto w-full max-w-6xl space-y-8 py-4">
+    <div className="mx-auto w-full max-w-7xl space-y-10 py-5 sm:space-y-12 sm:py-7">
       {onDemo && <LensPreviewButton onClick={onDemo} />}
       <LensIntroduction onStart={start} onDemo={onDemo} />
-      <div className="grid items-start gap-6 lg:grid-cols-[minmax(0,1fr)_260px]">
+      <div className="grid items-start gap-6 xl:grid-cols-[minmax(0,1fr)_280px] xl:gap-8">
         <section
           ref={setupRef}
           tabIndex={-1}
@@ -76,13 +76,13 @@ export function LensGettingStarted({
           className="min-w-0 scroll-mt-4 outline-none"
           onFocusCapture={onStart}
         >
-          <div className="mb-5 flex flex-wrap items-center justify-between gap-3">
+          <div className="mb-6 flex flex-wrap items-center justify-between gap-3">
             <div>
-              <h2 id="lens-setup-title" className="text-xl font-semibold tracking-tight">
+              <h2 id="lens-setup-title" className="text-2xl font-semibold tracking-tight">
                 Get Lens running
               </h2>
-              <p className="mt-1 text-sm text-muted-foreground">
-                We’ll check each connection. Stay here until your first investigation is ready.
+              <p className="mt-2 text-sm leading-6 text-muted-foreground">
+                Each step checks your connection, so you’ll see when it’s working.
               </p>
             </div>
             {canLeave && (
@@ -117,20 +117,23 @@ export function LensGettingStarted({
             </p>
           )}
         </section>
-        <aside className="rounded-lg border p-5" aria-labelledby="lens-prerequisites">
-          <h2 id="lens-prerequisites" className="text-base font-medium">
+        <aside className="rounded-2xl border bg-card p-6" aria-labelledby="lens-prerequisites">
+          <h2 id="lens-prerequisites" className="text-base font-semibold">
             Before you start
           </h2>
-          <ul className="mt-4 space-y-4 text-sm text-muted-foreground">
+          <ul className="mt-5 space-y-5 text-sm">
             {[
-              "Access to your LiteLLM gateway configuration",
-              "ClickHouse for trace storage",
-              "A server with Docker for the worker",
-              "An analysis model on your gateway",
+              { title: "LiteLLM gateway", detail: "Access to its configuration" },
+              { title: "ClickHouse", detail: "Self-hosted or managed trace storage" },
+              { title: "A server with Docker", detail: "To run the analysis worker" },
+              { title: "An analysis model", detail: "Available through your gateway" },
             ].map((item) => (
-              <li key={item} className="flex gap-2">
-                <Check aria-hidden="true" className="mt-0.5 size-4 shrink-0" />
-                {item}
+              <li key={item.title} className="flex gap-3">
+                <Check aria-hidden="true" className="mt-0.5 size-4 shrink-0 text-muted-foreground" />
+                <div>
+                  <p className="font-medium">{item.title}</p>
+                  <p className="mt-1 leading-5 text-muted-foreground">{item.detail}</p>
+                </div>
               </li>
             ))}
           </ul>
diff --git a/ui/litellm-dashboard/src/components/lens/setup/LensIntroduction.tsx b/ui/litellm-dashboard/src/components/lens/setup/LensIntroduction.tsx
index 36fe67cdcaf..ed81678d51a 100644
--- a/ui/litellm-dashboard/src/components/lens/setup/LensIntroduction.tsx
+++ b/ui/litellm-dashboard/src/components/lens/setup/LensIntroduction.tsx
@@ -1,70 +1,198 @@
-import { Aperture, ArrowRight, ArrowUpRight, GitBranch } from "lucide-react";
+import { useId } from "react";
+import { ArrowRight, ArrowUpRight, ChevronDown, ChevronRight } from "lucide-react";
 import { Button } from "@/components/ui/button";
-import { scenarios } from "../demo/scenarios";
+
+const swarmColors = ["fill-violet-400", "fill-sky-400", "fill-amber-400", "fill-rose-400", "fill-indigo-400"];
+
+function flowDot(index: number) {
+  const column = index % 100;
+  const row = Math.floor(index / 100);
+  const wave = 2.5 + 2.6 * Math.sin((column + 5) / 3.8);
+  if (Math.abs(row - wave) > 0.9) return null;
+  return {
+    x: column * 10 + 5,
+    y: row * 10 + 5,
+    color: column < 61 ? swarmColors[(column + row) % swarmColors.length] : "fill-indigo-600 dark:fill-indigo-400",
+  };
+}
+
+const flowDots = Array.from({ length: 600 }, (_, index) => flowDot(index)).filter((dot) => dot !== null);
+
+function GatewayFlow() {
+  const patternId = useId();
+  return (
+    <div className="mt-10 sm:mt-12">
+      <div className="grid grid-cols-3 gap-3 text-xs sm:text-sm">
+        <div>
+          <p className="font-semibold">Agent swarms</p>
+          <p className="mt-1 leading-5 text-muted-foreground">Every run, every recorded step</p>
+        </div>
+        <div className="text-center">
+          <p className="font-semibold">LiteLLM gateway</p>
+          <p className="mt-1 leading-5 text-muted-foreground">One place, your infrastructure</p>
+        </div>
+        <div className="text-right">
+          <p className="font-semibold">Lens</p>
+          <p className="mt-1 leading-5 text-muted-foreground">Findings to improve your agents</p>
+        </div>
+      </div>
+      <svg aria-hidden="true" viewBox="0 0 1000 60" className="mt-3 h-auto w-full" focusable="false">
+        <defs>
+          <pattern id={patternId} width="10" height="10" patternUnits="userSpaceOnUse">
+            <circle cx="5" cy="5" r="2.3" className="fill-muted-foreground/10" />
+          </pattern>
+        </defs>
+        <rect width="1000" height="60" fill={`url(#${patternId})`} />
+        {flowDots.map((dot) => (
+          <circle key={`${dot.x}-${dot.y}`} cx={dot.x} cy={dot.y} r="2.3" className={dot.color} />
+        ))}
+        <path d="M 615 1 H 609 V 59 H 615" fill="none" stroke="currentColor" strokeWidth="1.8" />
+      </svg>
+    </div>
+  );
+}
+
+const traceSteps = [
+  { name: "research_agent", start: 0, duration: 14.2, failed: false },
+  { name: "plan", start: 0, duration: 1.7, failed: false },
+  { name: "search_docs", start: 1.7, duration: 3.1, failed: false },
+  { name: "run_benchmark", start: 4.8, duration: 1.3, failed: true },
+  { name: "search_docs", start: 6.1, duration: 3.6, failed: false },
+  { name: "answer", start: 9.7, duration: 4.5, failed: false },
+];
+
+const sampleAnswer = "The column store is 40% faster than the row store for your workload.";
+
+function TraceExample() {
+  return (
+    <section aria-labelledby="lens-sample-trace" className="min-w-0 rounded-2xl border bg-card p-4 sm:p-5">
+      <div className="flex flex-wrap items-center justify-between gap-2 text-sm">
+        <h3 id="lens-sample-trace" className="font-semibold">
+          Tracing
+        </h3>
+        <p className="text-xs text-muted-foreground">Sample trace · 14.2s</p>
+      </div>
+      <ol className="mt-5 space-y-3.5 text-xs sm:text-[13px]" aria-label="Sample trace timeline">
+        {traceSteps.map((item, index) => (
+          <li
+            key={`${item.name}-${item.start}`}
+            className="grid grid-cols-[minmax(0,1fr)_minmax(48px,1fr)_2.5rem] items-center gap-2 sm:gap-3"
+          >
+            <span className={`flex min-w-0 items-center gap-1 ${index > 0 ? "pl-2" : ""}`}>
+              {index === 0 ? (
+                <ChevronDown aria-hidden="true" className="size-3 shrink-0" />
+              ) : (
+                <ChevronRight aria-hidden="true" className="size-3 shrink-0" />
+              )}
+              <span className="truncate" title={item.name}>
+                {item.name}
+              </span>
+              {item.failed && <span className="sr-only">Failed</span>}
+            </span>
+            <span aria-hidden="true" className="relative h-2.5 overflow-hidden rounded-sm bg-muted/70">
+              <span
+                className={`absolute inset-y-0 rounded-sm ${item.failed ? "bg-rose-400" : "bg-indigo-600 dark:bg-indigo-400"}`}
+                style={{ left: `${(item.start / 14.2) * 100}%`, width: `${(item.duration / 14.2) * 100}%` }}
+              />
+            </span>
+            <span className="text-right tabular-nums text-muted-foreground">{item.duration}s</span>
+          </li>
+        ))}
+      </ol>
+      <div className="mt-5 grid gap-3 border-t pt-4 sm:grid-cols-2">
+        <div className="rounded-xl bg-muted/60 p-3.5">
+          <p className="text-xs text-muted-foreground">run_benchmark · output</p>
+          <p className="mt-2 text-[13px] leading-5">Error: benchmark runner unavailable (503)</p>
+        </div>
+        <div className="rounded-xl bg-muted/60 p-3.5">
+          <p className="text-xs text-muted-foreground">answer · output</p>
+          <p className="mt-2 text-[13px] leading-5">“{sampleAnswer}”</p>
+        </div>
+      </div>
+    </section>
+  );
+}
+
+function FindingExamples() {
+  return (
+    <section aria-labelledby="lens-sample-findings" className="min-w-0 rounded-2xl border bg-card p-4 sm:p-5">
+      <div className="flex flex-wrap items-center justify-between gap-2 text-sm">
+        <h3 id="lens-sample-findings" className="font-semibold">
+          Lens findings
+        </h3>
+        <p className="text-xs text-muted-foreground">500 sample runs reviewed</p>
+      </div>
+      <div className="mt-4 divide-y border-t">
+        <article className="py-4">
+          <h4 className="flex items-start gap-2 text-sm font-semibold">
+            <span aria-hidden="true" className="mt-1.5 size-2 shrink-0 rounded-full bg-rose-500" />
+            Claims numbers it never measured
+          </h4>
+          <div className="ml-4 mt-2 space-y-2 text-[13px] leading-5">
+            <p className="text-muted-foreground">
+              When the benchmark tool fails, the agent still reports a speedup in its answer.
+            </p>
+            <blockquote className="border-l-2 pl-3 italic">“{sampleAnswer}”</blockquote>
+            <p>
+              <span className="text-muted-foreground">Next step: </span>Tell the agent to report the failed benchmark
+              instead of estimating.
+            </p>
+            <p className="text-xs text-muted-foreground">38 linked runs · High priority</p>
+          </div>
+        </article>
+        <article className="pt-4">
+          <h4 className="flex items-start gap-2 text-sm font-semibold">
+            <span aria-hidden="true" className="mt-1.5 size-2 shrink-0 rounded-full bg-amber-500" />
+            Promises to follow up, then stops
+          </h4>
+          <div className="ml-4 mt-2 space-y-2 text-[13px] leading-5 text-muted-foreground">
+            <p>After the order lookup times out, the support agent replies “I will check” and ends the run.</p>
+            <p className="text-xs">12 linked runs · Medium priority</p>
+          </div>
+        </article>
+      </div>
+    </section>
+  );
+}
 
 export function LensIntroduction({ onStart, onDemo }: { onStart: () => void; onDemo?: () => void }) {
-  const example = scenarios[1];
   return (
-    <section aria-labelledby="lens-introduction" className="rounded-lg border bg-card p-5 sm:p-8">
-      <h2 id="lens-introduction" className="max-w-2xl text-2xl font-semibold tracking-tight sm:text-3xl">
+    <section
+      aria-labelledby="lens-introduction"
+      className="rounded-2xl border bg-card p-5 sm:p-8 xl:rounded-3xl xl:p-10"
+    >
+      <h2
+        id="lens-introduction"
+        className="max-w-[800px] text-3xl leading-[1.12] font-semibold tracking-[-0.035em] sm:text-4xl xl:text-[42px]"
+      >
         The gateway that helps your agents improve
       </h2>
-      <p className="mt-3 max-w-2xl text-sm leading-6 text-muted-foreground">
-        Lens reviews your agents’ recorded activity and finds behavior worth fixing. Each finding links to the original
-        steps, so you can see what happened and what to change next.
+      <p className="mt-5 max-w-[780px] text-base leading-7 text-muted-foreground">
+        Lens turns recorded agent runs into findings tied to the exact steps that caused them, so you can see what needs
+        to change without reading every trace by hand.
       </p>
-      <div className="mt-6 flex flex-wrap items-center gap-3">
+      <div className="mt-7 flex flex-wrap items-center gap-3">
         {onDemo && (
-          <Button onClick={onDemo}>
+          <Button size="lg" className="h-11 rounded-lg px-5" onClick={onDemo}>
             Explore with sample data <ArrowRight aria-hidden="true" className="size-4" />
           </Button>
         )}
-        <Button variant={onDemo ? "outline" : "default"} onClick={onStart}>
+        <Button size="lg" variant={onDemo ? "outline" : "default"} className="h-11 rounded-lg px-5" onClick={onStart}>
           Set up Lens
         </Button>
         <a
           href="https://docs.litellm.ai/docs/proxy/lens"
           target="_blank"
           rel="noreferrer"
-          className="inline-flex items-center gap-1 px-2 text-sm text-muted-foreground underline-offset-4 hover:underline"
+          className="inline-flex items-center gap-1 px-3 text-sm font-medium text-muted-foreground underline-offset-4 hover:underline"
         >
-          Docs <ArrowUpRight aria-hidden="true" className="size-3.5" />
+          Docs <ArrowUpRight aria-hidden="true" className="size-4" />
         </a>
       </div>
-      <div className="mt-8 grid overflow-hidden rounded-lg border lg:grid-cols-2">
-        <div className="border-b bg-muted/20 p-5 lg:border-r lg:border-b-0">
-          <div className="flex flex-wrap items-center justify-between gap-2 text-sm">
-            <h3 className="flex items-center gap-2 font-medium">
-              <GitBranch aria-hidden="true" className="size-4" />
-              Agent trace
-            </h3>
-            <span className="text-xs text-muted-foreground">Sample · {example.agent}</span>
-          </div>
-          <dl className="mt-5 space-y-4 text-sm">
-            <div>
-              <dt className="font-mono text-xs text-muted-foreground">{example.tool}</dt>
-              <dd className="mt-1.5 leading-6">{example.result}</dd>
-            </div>
-            <div className="border-t pt-4">
-              <dt className="text-xs text-muted-foreground">Final answer</dt>
-              <dd className="mt-1.5 leading-6">“{example.answer}”</dd>
-            </div>
-          </dl>
-        </div>
-        <div className="p-5">
-          <h3 className="flex items-center gap-2 text-sm font-medium">
-            <Aperture aria-hidden="true" className="size-4" />
-            Lens finding
-          </h3>
-          <h4 className="mt-5 text-base font-medium">Performance claim has no supporting benchmark</h4>
-          <p className="mt-2 text-sm leading-6 text-muted-foreground">
-            The answer claims a 40% improvement, but the retrieved documentation contains no comparative benchmark.
-          </p>
-          <p className="mt-4 border-t pt-4 text-sm leading-6">
-            <span className="font-medium">Suggested change: </span>Require a benchmark source for numerical performance
-            claims, or remove the comparison.
-          </p>
-        </div>
+      <GatewayFlow />
+      <div className="mt-7 grid items-stretch gap-4 lg:grid-cols-2">
+        <TraceExample />
+        <FindingExamples />
       </div>
     </section>
   );
diff --git a/ui/litellm-dashboard/src/components/lens/setup/LensSetupSteps.tsx b/ui/litellm-dashboard/src/components/lens/setup/LensSetupSteps.tsx
index dff5f747541..089c74142f3 100644
--- a/ui/litellm-dashboard/src/components/lens/setup/LensSetupSteps.tsx
+++ b/ui/litellm-dashboard/src/components/lens/setup/LensSetupSteps.tsx
@@ -3,6 +3,7 @@ import { Button } from "@/components/ui/button";
 import { TracingSetupFields } from "@/components/view_logs/TraceView/TracingSetupCard";
 import type { TraceSummary } from "@/components/view_logs/TraceView/traceTypes";
 import type { LensSetupState } from "./useLensSetup";
+import { cn } from "@/lib/cva.config";
 
 type StepProps = {
   accessToken: string;
@@ -160,7 +161,7 @@ export function LensSetupSteps({ step, ...props }: StepProps & { step: number })
     },
   ];
   return (
-    <ol className="divide-y overflow-hidden rounded-lg border">
+    <ol className="divide-y overflow-hidden rounded-2xl border bg-card">
       {items.map((item, index) => (
         <li key={item.title}>
           <h3>
@@ -169,21 +170,30 @@ export function LensSetupSteps({ step, ...props }: StepProps & { step: number })
               aria-expanded={step === index}
               aria-controls={`lens-setup-step-${index}`}
               onClick={() => props.onStep(index)}
-              className="flex w-full items-start gap-3 p-5 text-left hover:bg-muted/30"
+              className="group flex w-full items-start gap-4 p-5 text-left outline-none hover:bg-muted/30 focus-visible:bg-muted/50 sm:p-6"
             >
               <span
-                className={
-                  item.complete
-                    ? "flex size-7 shrink-0 items-center justify-center rounded-full bg-success/10 text-success"
-                    : "flex size-7 shrink-0 items-center justify-center rounded-full border text-xs font-medium"
-                }
+                className={cn(
+                  "flex size-8 shrink-0 items-center justify-center rounded-full text-sm font-medium",
+                  item.complete ? "bg-success/10 text-success" : "border text-muted-foreground",
+                  !item.complete && step === index && "border-primary bg-primary text-primary-foreground",
+                )}
                 aria-label={item.complete ? `Step ${index + 1} complete` : `Step ${index + 1}`}
               >
                 {item.complete ? <Check aria-hidden="true" className="size-4" /> : index + 1}
               </span>
               <span className="min-w-0 flex-1">
-                <span className="block text-sm font-medium">{item.title}</span>
-                <span className="mt-1 block text-sm font-normal text-muted-foreground">{item.description}</span>
+                <span
+                  className={cn(
+                    "block text-sm font-medium sm:text-base",
+                    step !== index && "text-muted-foreground group-hover:text-foreground",
+                  )}
+                >
+                  {item.title}
+                </span>
+                <span className="mt-1 block text-sm leading-6 font-normal text-muted-foreground">
+                  {item.description}
+                </span>
               </span>
               <ChevronDown
                 aria-hidden="true"
@@ -191,7 +201,7 @@ export function LensSetupSteps({ step, ...props }: StepProps & { step: number })
               />
             </button>
           </h3>
-          <div id={`lens-setup-step-${index}`} hidden={step !== index} className="px-5 pb-5 sm:pl-15">
+          <div id={`lens-setup-step-${index}`} hidden={step !== index} className="px-5 pb-6 sm:pr-6 sm:pb-7 sm:pl-18">
             {item.content}
           </div>
         </li>