The Future Of Finance Is Python, Data, and AI
Give quants, risk teams, and operations the power to build production-grade dashboards and AI tools in pure Python—without waiting on front-end teams.
Balance Resilience and Innovation
Financial organizations are under pressure from every side: volatile markets, new regulations, GenAI, and rising expectations. Most internal tools haven't kept up.
Build chat-based assistants and RAG apps in Python, deployed inside your own cloud or on-prem, with full control over where data lives.
Replace fragile in-house dashboards with maintainable Python apps that plug into your existing data stack.
Turn manual compliance checks, KYC workflows, and operations processes into interactive apps—tied to your systems, not screenshots.
Let researchers, analysts, and quants move from 'run a script in a Jupyter notebook' to 'share a full app' using the same language they already know.
Proven at the World's Leading Institutions
From global banks to agile fintechs, see how teams are transforming their internal tools with Reflex.
Replace brittle Tableau/Streamlit prototypes with production apps.
Go straight from idea to production, without the “prototype then rebuild” cycle
At the World Bank, teams were stuck jumping between Tableau dashboards, Streamlit prototypes, and custom JavaScript apps. With Reflex, they’re building production-grade data platforms from day one, including a chat-driven data app with AG Grid tables and an AI-powered legal assistant that lets 100+ lawyers and investigators query internal documents securely within the Bank's Azure environment.
"You wouldn’t want to use Dash or Streamlit to build a real production-grade app… We have them go straight into Reflex."
Data Developer, World Bank
Ship fintech-grade SaaS without a front-end team.
From YC prototype to fintech SaaS—with no React, Dash, or front-end hires
Bayesline’s founders built a full fintech risk analytics platform on Reflex—wrapping AG Grid, handling hundreds of thousands of instruments, and delivering a UI indistinguishable from a hand-coded React app. Reflex gave them ~4x faster development vs learning React and about 50% less code than their previous Dash implementation, while keeping everything in Python and avoiding the need to hire a dedicated front-end engineer.
"Using Reflex instead of Plotly Dash was like the difference between organized Legos and a plate of spaghetti."
Sebastian, Founder, Bayesline
Automate Analytics for Internal AI Tools.
Deploy Bank-Grade Internal Dashboards in Days, Not Months
At Crédit Agricole CIB, Léo's R&D team turned a rough prototype into a production-grade dashboard tracking usage of a GPT-powered internal chatbot. What used to require weeks of front-end work now ships in a couple of days, inside their internal AWS environment.
"It's like comparing a bike to a supercar. (Comparing Dash to Reflex)"
Léo, Tech Lead, R&D, Crédit Agricole CIB
Why Financial Organizations Choose Reflex
From global banks to agile fintechs, see how teams are transforming their internal tools with Reflex.
Reflex lets Python teams build production-grade apps without leaving their language. Crédit Agricole’s R&D team built a full chatbot analytics dashboard in two days and is rolling it out to 100+ users, without adding a single React engineer.
Quants and researchers write Python, not JavaScript. Reflex gives them a full-Python framework to create dashboards and model views without touching javascript front-end code.
Reflex Enterprise runs fully on-prem or in your own cloud. Man Group deploys Reflex apps in air-gapped environments; CACIB and the World Bank run Reflex inside internal AWS and Azure environments with their own SSO, logging, and infra.
Bayesline avoided hiring a front-end engineer and shipped a fintech SaaS app entirely in Python; One engineer can do the work of two by collapsing front- and back-end into a single Reflex codebase.
Reflex as a Strategic Platform for Finance Teams
From global banks to agile fintechs, see how teams are transforming their internal tools with Reflex.
Vs. legacy front-end stacks (Crédit Agricole CIB)
Using AI tools replacing Streamlit (World Bank)
Vs. Dash/React for fintech analytics (Bayesline)
Make Your Toughest Internal Tool Real With Reflex
Have a spreadsheet-driven workflow, a fragile Streamlit app, or a dashboard that never quite got to production? We’ll show you what it looks like as a Reflex app in pure Python.
Spin Up Your First Finance App
Connect your data source, and ship a working internal tool in an afternoon—no JavaScript required.
Go to the builder$ pip install reflex
$ reflex init
$ reflex run