Skip to content
Flower — Startup Profile
Startup

Flower

Train AI on distributed data

Finance & PaymentsEstimated
0 Momentum score
Signals per week, last 12 weeks
  • Launches
  • Growth
  • Product
  • Hiring & team
  • Money
  • News & stories
Web traffic rank #471,813 higher is better

Investors: Betaworks

Funding history based on public filings, grants and company announcements. Amounts marked ≈ are converted to USD at a yearly average rate. Add or correct funding

Astracia Signal Score

Compare with similar →

Not enough public signals for a score yet. Missing signals are not a sign of weakness.

Built with

All tools →

Founders & team

Connections

No public connections on record yet.

About the startup

Flower Labs is the world-class AI startup behind Flower, the most popular open-source framework and ecosystem in the world for training AI on distributed data and compute resources using federated learning. Trusted by industry leaders such as Mozilla, Banking Circle, Samsung, Temenos and Bosch, Flower empowers organizations to improve their AI models on sensitive data that remains securely distributed across organizational silos or user devices. In a world where most AI relies on centralized public datasets - just a fraction of the data available - we believe unlocking access to (orders of magnitude more) private data will drive the next breakthroughs in artificial intelligence. Flower Labs is a Y Combinator (YCW23) graduate and backed by top-tier investors and renowned angels, including Felicis, First Spark Ventures, Mozilla Ventures, Hugging Face CEO Clem Delangue, GitHub Co-Founder Scott Chacon, Factorial Capital, Betaworks, and Pioneer Fund. Together, we are redefining how AI is built, deployed, and scaled for privacy, collaboration, and real-world impact.

Similar products in Finance & Payments

Browse category →

Products from the same category with overlapping descriptions or details. They are not reviewed alternatives; compare features and current plans before choosing.

Product

Eurooo.xyz

Grow Your Euros in DeFi

Dividend Stacker

Track dividend dates, payouts, and returns for high-yield ETFs

Ensotrade

A Market Scanner for Crypto Quants and Agents.

SPRK Desktop

Easy to use Accounting software for Accountants

BudgetZen

The world's most private personal finance app - On-device AI

Grand

AI-driven crypto powering business growth and funding

Sellufy

Centralize product data and digital assets for sales

Subwatch

Turn subscription chaos into financial harmony.

Browse category →

Selected by category and available use-case details. A topic match does not establish equivalent features.

Product

Pier

Stripe for Credit - Trusted Credit Compliance Partner

Metal

The AI context platform for private capital. Everything your firm…

Finta

Magically simplify accounting and taxes

Metal

Metal is an AI-driven operating system for fundraising

Every

Banking + Payroll/Benefits + Bookkeeping + Tax in one place

Campfire

The AI Native ERP for the fastest growing companies.

Recently added in Finance & Payments

Browse category →

Added to this directory in the past 30 days. Dates refer to the directory listing, not the product launch.

Product

Lucid

AI-powered bookkeeping, tax, and CFO services

Sonar: Utilization Forecast

Project and manage your credit card utilization

The Calculator Hub

Free online calculators for mortgages, BMI, calories, percent, age and more, with the formula and a worked example for every answer.

Huumans Funding Engine

We launched funding options for Canadian small businesses

Explore expertise in Finance & Payments

See all →

Profiles grouped by topic. This does not confirm an offer, availability or a connection to this profile.

Profile

Valerie Phoenix

Fractional CTO for startups @ Phoenixing

Richard Felix

I help online businesses to get more customers and keep the ones they have.

Suresh Sadhu

SAP S/4HANA finance consultant specializing in AI-driven enterprise finance

Media about Finance & Payments

See all →

Shows and channels grouped by topic. A recommendation does not mean this profile was featured or endorsed.

Show

StartupClub

YouTube · 74K subscribers

Unlock | Startup, Entrepreneurship & Business

YouTube · 4K subscribers

Gregory Scott Henson - The Startup King

YouTube · 2K subscribers

Founder stories from Finance & Payments startups

See all →

Retold founder accounts from startups in the same category, each linked to the original.

Story

Cory Zue sells a Django boilerplate, not a $10k MRR meter

Cory Zue says SaaS Pegasus now makes about 80 percent of his income as a one-time Django starter kit, after Place Card Me taught him to sell PDFs for about $5 and after 2021 product income of about $113,000 across his po

ProjectionLab hit $10k MRR after years of nights and weekends

Kyle Nolan says he built ProjectionLab for his own financial plan, did not expect others to want it, and reached $10,000 MRR after more than two years of solo nights-and-weekends work, with a stepwise chart he published

Jen Yip stayed a company of one at $45,000 ARR

Jen Yip says she ran Lunch Money as founder, engineer, designer, and support, and that by May 2020 the budgeting app had 600-plus users and $45,000 ARR. Later she wrote that paying subscribers crossed 1,000 and ARR $80,0

Brex changed co-CEOs when the company got too large for shared calls

Henrique Dubugras says he and Pedro Franceschi invented an internal-versus-external co-CEO split at Pagar.me, repeated it at Brex, then moved to a Chairman and sole-CEO structure as Brex 3.0 and a possible IPO made joint

Browse Finance & Payments categories

See all →

Subcategories in the same part of the directory, with the number of listed products.

Category

Crypto & digital assets

2,569 listed products

Personal finance & budgeting

2,292 listed products

Accounting & expense management

1,122 listed products

Payments & point of sale

892 listed products

Investing & wealth management

773 listed products

Invoicing & subscription billing

558 listed products

Fundraising & equity management

350 listed products

Banking & lending

124 listed products