Skip to content

Commit b19f84c

Browse files
tgberkeleyTom Gotsman
tgberkeley
and
Tom Gotsman
authored
fix use case page (#1714)
* fix use case page * small fix --------- Co-authored-by: Tom Gotsman <[email protected]>
1 parent 61bd2a1 commit b19f84c

File tree

1 file changed

+40
-66
lines changed

1 file changed

+40
-66
lines changed

‎pcweb/pages/use_cases/use_cases.md‎

Lines changed: 40 additions & 66 deletions
Original file line numberDiff line numberDiff line change
@@ -1,40 +1,65 @@
1-
## Use Cases by Industry
1+
## Other Use Cases by Industry
22

33
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.
44

5-
### 1. Financial Services
6-
75
```python exec
86
import reflex as rx
97
from reflex_image_zoom import image_zoom
10-
from pcweb.pages.use_cases.finance import finance_use_case_page
118
```
129

10+
### 1. Database Admin & CRUD
11+
1312
```python eval
1413
rx.el.div(
15-
image_zoom(rx.image(src="/case_studies/bayesline_app.webp", border_radius="10px", alt="Bayesline App")),
14+
image_zoom(rx.image(src="/case_studies/admin_app.webp", border_radius="10px", alt="Admin App")),
1615
class_name="py-4"
1716
)
1817
```
1918

20-
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.
19+
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.
20+
21+
**Examples of CRUD-first apps you can stand up in Reflex:**
22+
23+
- **Role-Based Postgres Admin Panel** – browse, edit, or bulk-import customer rows while keeping finance-only fields hidden behind granular permissions.
24+
- **Inventory Catalog Manager** – one screen to adjust stock levels, pricing rules, and supplier SKUs that sync instantly to every sales channel.
25+
- **Content & Data-Exchange Portal** – upload new CAD drawings, attach metadata, and version files for manufacturing projects, all stored in a single database.
26+
- **Team Management Console** – create, disable, or time-limit user accounts and access tokens for internal SaaS tooling, complete with audit logs.
27+
- **Supply-Chain Config Editor** – operations staff tweak warehouse routing rules and robotics parameters through validated forms that write directly to production tables.
28+
29+
<br>
30+
<br>
31+
32+
### 2. Data Science & Analytics
33+
34+
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.
35+
36+
**Examples of analytics apps you can stand up in Reflex:**
37+
38+
- **ML-Service Admin Console** – register experiment runs, visualize attention maps or confusion matrices, and promote the best model to production with one click.
39+
- **Behavioural Cohort Explorer** – drag-and-drop filters to segment users by events, demographics, and funnels, then export cohorts or schedule recurring reports.
40+
- **Fleet Metrics Self-Serve Dashboard** – slice and visualize vehicle telemetry (mileage, battery health, utilisation) so operations teams answer questions in seconds—no SQL required.
41+
- **Delivery Operations Dashboard** – monitors driver efficiency and delivery performance in real time, highlighting bottlenecks and automatically flagging late orders.
42+
- **Dataset Versioning & Quality Monitor** – upload new snapshots, run validation tests, and graph distribution shifts or missing-value spikes over time.
2143

44+
<br>
45+
<br>
2246

23-
**Examples of apps you can build in Reflex:**
47+
### 3. AI & Document Workflows
2448

25-
- **Factor-Risk Analytics Dashboard** – GPU-powered analytics dashboard that delivers custom equity-factor risk models in minutes instead of weeks
26-
- **End-of-Day Trade Blotter** – automatically pulls executions from every venue, flags outliers, and emails a compliance-ready PDF to traders each night.
27-
- **Asset-Allocation Simulator** – visualizes portfolio mixes and projected returns over time; users drag weight sliders and instantly see downside and drawdown scenarios.
28-
- **Treasury & Liquidity Monitor** – streams balances, pending settlements, and cash forecasts into a single real-time dashboard with threshold alerts.
29-
- **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.
49+
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.
3050

51+
**Examples of AI-driven document apps you can stand up in Reflex:**
3152

32-
Learn more about the [Finance Use Case]({finance_use_case_page.path}).
53+
- **Training-Session Hub** – records live video classes, transcribes speech in real time, and lets coaches search by keyword to jump to any moment.
54+
- **Smart Document Viewer** – highlights key fields (prices, SKUs, dates) as users scroll and writes the extracted values to a structured database with one click.
55+
- **Image-to-GPS Calibration Tool** – accepts bulk image uploads, matches them to GNSS logs, and visualizes camera extrinsics for quick QA.
56+
- **Enterprise Knowledge Chat** – an LLM interface that answers staff questions using contracts, wikis, and ticket history—kept secure behind SSO.
57+
- **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.
3358

3459
<br>
3560
<br>
3661

37-
### 2. E-commerce & Advertising
62+
### 4. E-commerce & Advertising
3863

3964
```python eval
4065
rx.el.div(
@@ -56,7 +81,7 @@ Modern merchants and growth marketers juggle stock feeds, ad platforms, and cust
5681
<br>
5782
<br>
5883

59-
### 3. Engineering & DevOps
84+
### 5. Engineering & DevOps
6085

6186
```python eval
6287
rx.el.div(
@@ -75,54 +100,3 @@ Site-reliability, platform, and security teams use **Reflex** to surface real-
75100
- **Supply-Chain Automation Viewer** – visualizes robot and conveyor status in distribution centres; integrates with third-party control APIs for fast triage.
76101
- **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.
77102

78-
<br>
79-
<br>
80-
81-
### 4. Database Admin & CRUD
82-
83-
```python eval
84-
rx.el.div(
85-
image_zoom(rx.image(src="/case_studies/admin_app.webp", border_radius="10px", alt="Admin App")),
86-
class_name="py-4"
87-
)
88-
```
89-
90-
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.
91-
92-
**Examples of CRUD-first apps you can stand up in Reflex:**
93-
94-
- **Role-Based Postgres Admin Panel** – browse, edit, or bulk-import customer rows while keeping finance-only fields hidden behind granular permissions.
95-
- **Inventory Catalog Manager** – one screen to adjust stock levels, pricing rules, and supplier SKUs that sync instantly to every sales channel.
96-
- **Content & Data-Exchange Portal** – upload new CAD drawings, attach metadata, and version files for manufacturing projects, all stored in a single database.
97-
- **Team Management Console** – create, disable, or time-limit user accounts and access tokens for internal SaaS tooling, complete with audit logs.
98-
- **Supply-Chain Config Editor** – operations staff tweak warehouse routing rules and robotics parameters through validated forms that write directly to production tables.
99-
100-
<br>
101-
<br>
102-
103-
### 5. Data Science & Analytics
104-
105-
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.
106-
107-
**Examples of analytics apps you can stand up in Reflex:**
108-
109-
- **ML-Service Admin Console** – register experiment runs, visualize attention maps or confusion matrices, and promote the best model to production with one click.
110-
- **Behavioural Cohort Explorer** – drag-and-drop filters to segment users by events, demographics, and funnels, then export cohorts or schedule recurring reports.
111-
- **Fleet Metrics Self-Serve Dashboard** – slice and visualize vehicle telemetry (mileage, battery health, utilisation) so operations teams answer questions in seconds—no SQL required.
112-
- **Delivery Operations Dashboard** – monitors driver efficiency and delivery performance in real time, highlighting bottlenecks and automatically flagging late orders.
113-
- **Dataset Versioning & Quality Monitor** – upload new snapshots, run validation tests, and graph distribution shifts or missing-value spikes over time.
114-
115-
<br>
116-
<br>
117-
118-
### 6. AI & Document Workflows
119-
120-
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.
121-
122-
**Examples of AI-driven document apps you can stand up in Reflex:**
123-
124-
- **Training-Session Hub** – records live video classes, transcribes speech in real time, and lets coaches search by keyword to jump to any moment.
125-
- **Smart Document Viewer** – highlights key fields (prices, SKUs, dates) as users scroll and writes the extracted values to a structured database with one click.
126-
- **Image-to-GPS Calibration Tool** – accepts bulk image uploads, matches them to GNSS logs, and visualizes camera extrinsics for quick QA.
127-
- **Enterprise Knowledge Chat** – an LLM interface that answers staff questions using contracts, wikis, and ticket history—kept secure behind SSO.
128-
- **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

Comments
 (0)