docs: address review feedback on Discovery page

- Remove Connect Data Sources / Data Source Integration (doesn't exist)
- Replace 'production data' references with 'knowledge' / 'world model'
- Merge Getting Started into How It Works (were redundant)
- Remove Best Practices and FAQ sections

docs/en/enterprise/features/discovery.mdx

@@ -0,0 +1,98 @@
+---
+title: Discovery
+description: "Identify the highest-impact AI automation use cases for your business."
+icon: "compass"
+mode: "wide"
+---
+
+## Overview
+
+Discovery is a new engine inside CrewAI AMP that helps companies identify the best automation use cases for their business.
+
+The bottleneck in AI adoption is not building agents — it's knowing _what_ to build and _how_ to build it for production. Discovery closes that gap.
+
+{/* TODO: Add screenshot of Discovery dashboard */}
+
+Instead of weeks of stakeholder interviews, consultant engagements, and slide decks, Discovery leverages CrewAI's deep knowledge of agent patterns and what works in production to match your business context against proven approaches. Within minutes, you get actionable, evidence-based recommendations specific to your organization.
+
+## How It Works
+
+<Steps>
+  <Step title="Describe Your Business">
+    Tell Discovery about your organization — your processes, challenges, goals, and the teams involved. The more context you provide, the more precise the recommendations.
+  </Step>
+  <Step title="Multi-Signal Matching">
+    Discovery runs cohort analysis and structural pattern recognition using CrewAI's world model, matching your business context to automation patterns already running successfully at scale.
+  </Step>
+  <Step title="Review Use Cases">
+    Within minutes, you receive a set of use cases specific to your company — not generic templates. Each one shows what the automation does, expected impact, complexity, and how it would work in your organization.
+    {/* TODO: Add screenshot of use case recommendations */}
+  </Step>
+  <Step title="Build">
+    Select a use case and go directly into Crew Studio or export to code to start building.
+  </Step>
+</Steps>
+
+{/* TODO: Add screenshot of Discovery flow / results page */}
+
+## Key Features
+
+<CardGroup cols={2}>
+  <Card title="Business-Specific Recommendations" icon="bullseye">
+    Not generic templates. Real use cases matched to your organization based on CrewAI's knowledge of what works in production.
+  </Card>
+  <Card title="Impact & Complexity Scoring" icon="chart-mixed">
+    Each recommendation includes expected impact, implementation complexity, and how it fits your org — so you can prioritize with confidence.
+  </Card>
+  <Card title="Iterative Discovery" icon="arrows-rotate">
+    Run Discovery multiple times across different business units. It becomes part of how you plan and iterate on your AI roadmap.
+  </Card>
+  <Card title="Evidence-Based" icon="flask-vial">
+    Every recommendation is grounded in what CrewAI knows actually works in production — not guesswork or intuition.
+  </Card>
+</CardGroup>
+
+## From Discovery to Production
+
+Discovery fits at the very beginning of the CrewAI workflow — it's the "what to build" step before the "how to build" step.
+
+{/* TODO: Add diagram showing Discovery → Crew Studio → Automations flow */}
+
+The end-to-end flow:
+
+1. **Discovery** identifies the use case and provides the blueprint
+2. **Crew Studio** or code lets you build the automation
+3. **Automations** deploys it to production
+
+This means you go from "we should use AI somewhere" to a running production automation with a clear, guided path — no guesswork at any stage.
+
+## Use Cases
+
+<CardGroup cols={2}>
+  <Card title="New to AI Agents" icon="seedling">
+    Don't know where to start? Discovery identifies the highest-impact opportunities specific to your business, so you begin with what matters most.
+  </Card>
+  <Card title="Scaling AI Programs" icon="rocket">
+    Already have some automations? Discovery finds the next wave of use cases across departments, helping you expand beyond initial pilots.
+  </Card>
+  <Card title="Cross-Department Rollout" icon="building">
+    Run Discovery for different business units to build a company-wide AI roadmap with use cases tailored to each team's needs.
+  </Card>
+  <Card title="ROI Prioritization" icon="chart-line">
+    Need to justify AI investment? Discovery provides evidence-based impact estimates grounded in real-world results.
+  </Card>
+</CardGroup>
+
+## Related
+
+<CardGroup cols={3}>
+  <Card title="Crew Studio" href="/en/enterprise/features/crew-studio" icon="pencil">
+    Build automations with AI assistance and a visual editor.
+  </Card>
+  <Card title="Automations" href="/en/enterprise/features/automations" icon="bolt">
+    Deploy and manage your automations in production.
+  </Card>
+  <Card title="Marketplace" href="/en/enterprise/features/marketplace" icon="store">
+    Browse pre-built automations and components.
+  </Card>
+</CardGroup>