You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: pcweb/pages/use_case/use-case.md
+20-14Lines changed: 20 additions & 14 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -1,8 +1,8 @@
1
1
## Use Cases by Industry
2
2
3
-
### Financial Services
3
+
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.
4
4
5
-
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.
5
+
### 1. Financial Services
6
6
7
7
```python exec
8
8
import reflex as rx
@@ -16,6 +16,9 @@ from reflex_image_zoom import image_zoom
16
16
)
17
17
```
18
18
19
+
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.
20
+
21
+
19
22
**Examples of apps you can build in Reflex:**
20
23
21
24
-**Factor-Risk Analytics Dashboard** – GPU-powered analytics dashboard that delivers custom equity-factor risk models in minutes instead of weeks
@@ -24,9 +27,10 @@ from reflex_image_zoom import image_zoom
24
27
-**Treasury & Liquidity Monitor** – streams balances, pending settlements, and cash forecasts into a single real-time dashboard with threshold alerts.
25
28
-**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.
26
29
27
-
---
30
+
<br>
31
+
<br>
28
32
29
-
### E-commerce & Advertising
33
+
### 2. E-commerce & Advertising
30
34
31
35
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.
32
36
@@ -45,9 +49,10 @@ Modern merchants and growth marketers juggle stock feeds, ad platforms, and cust
45
49
-**Refund & Returns Console** – pulls tickets from the help-desk, payment events from Stripe, and warehouse data to approve refunds in seconds.
46
50
-**Multichannel Attribution Dashboard** – blends ad-platform metrics, web analytics, and order revenue to surface true customer-acquisition cost in real time.
47
51
48
-
---
52
+
<br>
53
+
<br>
49
54
50
-
### Engineering & DevOps
55
+
### 3. Engineering & DevOps
51
56
52
57
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.
53
58
@@ -66,9 +71,10 @@ Site-reliability, platform, and security teams use **Reflex** to surface real-
66
71
-**Supply-Chain Automation Viewer** – visualizes robot and conveyor status in distribution centres; integrates with third-party control APIs for fast triage.
67
72
-**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.
68
73
69
-
---
74
+
<br>
75
+
<br>
70
76
71
-
### Database Admin & CRUD
77
+
### 4. Database Admin & CRUD
72
78
73
79
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.
74
80
@@ -87,9 +93,10 @@ Database admins can spin up Python-native panels that let teams **read, write,
87
93
-**Team Management Console** – create, disable, or time-limit user accounts and access tokens for internal SaaS tooling, complete with audit logs.
88
94
-**Supply-Chain Config Editor** – operations staff tweak warehouse routing rules and robotics parameters through validated forms that write directly to production tables.
89
95
90
-
---
96
+
<br>
97
+
<br>
91
98
92
-
### Data Science & Analytics
99
+
### 5. Data Science & Analytics
93
100
94
101
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.
95
102
@@ -101,9 +108,10 @@ Data scientists and analysts can convert their notebooks into production-grade a
101
108
-**Delivery Operations Dashboard** – monitors driver efficiency and delivery performance in real time, highlighting bottlenecks and automatically flagging late orders.
102
109
-**Dataset Versioning & Quality Monitor** – upload new snapshots, run validation tests, and graph distribution shifts or missing-value spikes over time.
103
110
104
-
---
111
+
<br>
112
+
<br>
105
113
106
-
### AI & Document Workflows
114
+
### 6. AI & Document Workflows
107
115
108
116
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.
109
117
@@ -114,5 +122,3 @@ When files, forms, recordings, and chat threads produce more raw information tha
114
122
-**Image-to-GPS Calibration Tool** – accepts bulk image uploads, matches them to GNSS logs, and visualizes camera extrinsics for quick QA.
115
123
-**Enterprise Knowledge Chat** – an LLM interface that answers staff questions using contracts, wikis, and ticket history—kept secure behind SSO.
116
124
-**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.
0 commit comments