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pcweb/components/docpage/navbar/navbar.py

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@@ -269,6 +269,7 @@ def new_resource_section():
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{"label": "Newsletter", "url": "https://reflex.dev/#newsletter", "icon": "mails"},
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{"label": "Blog", "url": "/blog", "icon": "library-big"},
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{"label": "Affiliates", "url": "/affiliates", "icon": "network"},
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{"label": "Use Cases", "url": "/use-cases", "icon": "list-checks"},
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]
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_open_source_items = [

pcweb/pages/customers/views/footer.py

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@@ -147,6 +147,7 @@ def footer() -> rx.Component:
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footer_link("Common Errors", errors.path),
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footer_link("Roadmap", ROADMAP_URL),
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footer_link("Forum", FORUM_URL),
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footer_link("Use Cases", "/use-cases"),
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],
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class_name="!row-span-3 !border-t-0",
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),

pcweb/pages/use_case/use-case.md

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## Use Cases by Industry
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### Financial Services
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Organizations across industries use **Reflex** to build internal tools, dashboards, and AI-driven applications—all in pure Python. From finance to healthcare, Reflex helps teams move faster by simplifying full-stack development.
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From buyside analytics desks to compliance back offices, finance teams choose **Reflex** because a single Python codebase can stream market data, crunch GPU-heavy models, and satisfy audit trails—without juggling separate front-end frameworks or ETL schedulers. With AG Grid built into the product, analysts iterate and hand a production-grade web app to traders or risk officers the same day.
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### 1. Financial Services
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```python exec
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import reflex as rx
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)
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```
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From buyside analytics desks to compliance back offices, finance teams choose **Reflex** because a single Python codebase can stream market data, crunch GPU-heavy models, and satisfy audit trails—without juggling separate front-end frameworks or ETL schedulers. With AG Grid built into the product, analysts iterate and hand a production-grade web app to traders or risk officers the same day.
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**Examples of apps you can build in Reflex:**
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- **Factor-Risk Analytics Dashboard** – GPU-powered analytics dashboard that delivers custom equity-factor risk models in minutes instead of weeks
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- **Treasury & Liquidity Monitor** – streams balances, pending settlements, and cash forecasts into a single real-time dashboard with threshold alerts.
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- **Loan-Underwriting Workflow** – scores new credit applications against live KYC/AML data, routes edge cases for manual review, and retrains the model on a weekly schedule.
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<br>
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<br>
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### E-commerce & Advertising
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### 2. E-commerce & Advertising
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Modern merchants and growth marketers juggle stock feeds, ad platforms, and customer-service queues that rarely live in the same tool. **Reflex** lets teams wire those APIs together—from Amazon listings to TikTok ads—then ship production dashboards or scheduled automations with nothing but Python. The result: faster decisions on pricing, spend, and fulfilment, plus fewer hops between spreadsheets and BI tools.
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- **Refund & Returns Console** – pulls tickets from the help-desk, payment events from Stripe, and warehouse data to approve refunds in seconds.
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- **Multichannel Attribution Dashboard** – blends ad-platform metrics, web analytics, and order revenue to surface true customer-acquisition cost in real time.
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---
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<br>
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<br>
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### Engineering & DevOps
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### 3. Engineering & DevOps
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Site-reliability, platform, and security teams use **Reflex** to surface real-time telemetry, automate routine infra tasks, and replace shell scripts with role-based web UIs—all in pure Python.
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- **Supply-Chain Automation Viewer** – visualizes robot and conveyor status in distribution centres; integrates with third-party control APIs for fast triage.
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- **Security-Ops Command Center** – unifies BigQuery logs, ticket data, cloud storage, Firestore, Salesforce CRM records, and PagerDuty alerts so analysts can hunt threats and track user activity in a single interface.
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<br>
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<br>
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### Database Admin & CRUD
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### 4. Database Admin & CRUD
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Database admins can spin up Python-native panels that let teams **read, write, and update** their data through polished tables, forms, and charts. With **Reflex**, full-featured database dashboards and CRUD apps come together in minutes—no separate front-end stack, no raw CLI sessions.
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- **Team Management Console** – create, disable, or time-limit user accounts and access tokens for internal SaaS tooling, complete with audit logs.
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- **Supply-Chain Config Editor** – operations staff tweak warehouse routing rules and robotics parameters through validated forms that write directly to production tables.
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<br>
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<br>
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### Data Science & Analytics
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### 5. Data Science & Analytics
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Data scientists and analysts can convert their notebooks into production-grade apps that expose models, metrics, and datasets through live tables, charts, and custom Python components.
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- **Delivery Operations Dashboard** – monitors driver efficiency and delivery performance in real time, highlighting bottlenecks and automatically flagging late orders.
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- **Dataset Versioning & Quality Monitor** – upload new snapshots, run validation tests, and graph distribution shifts or missing-value spikes over time.
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<br>
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<br>
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### AI & Document Workflows
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### 6. AI & Document Workflows
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When files, forms, recordings, and chat threads produce more raw information than teams can manually review, **Reflex** converts that unstructured content into structured, actionable insight. OCR, speech-to-text, and large-language-model pipelines plug directly into Python UIs, then push validated results to dashboards, search endpoints, or downstream APIs—no additional middleware or bespoke glue code.
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- **Image-to-GPS Calibration Tool** – accepts bulk image uploads, matches them to GNSS logs, and visualizes camera extrinsics for quick QA.
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- **Enterprise Knowledge Chat** – an LLM interface that answers staff questions using contracts, wikis, and ticket history—kept secure behind SSO.
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- **Support & Deal-Flow Console** – shows live agent SLAs while a background workflow ingests tens of thousands of new company profiles each month; vector search and natural-language filters surface the best leads in seconds.
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pcweb/pages/use_case/use_case.py

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return rx.box(xd.render(document, document.filename))
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@rx.page(route="/use-case", title="Use Case - Reflex")
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@rx.page(route="/use-cases", title="Use Cases - Reflex")
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def use_case():
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return rx.box(
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rx.box(

pcweb/views/footer.py

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footer_link("Roadmap", ROADMAP_URL),
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footer_link("Forum", FORUM_URL),
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footer_link("Affiliates", "/affiliates"),
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footer_link("Use Cases", "/use-cases"),
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rx.box(class_name="grow"),
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dark_mode_toggle(),
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],

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