Privacy Preserving AI

With just a few lines of code, DiscreetAI allows you to train your machine learning models while maintaining privacy, security & compliance for your customers.

Sign Up!

Decentralized Machine

Learning Platform

With just a few lines of code, DataAgora allows you to train your machine learning models while maintaining privacy, security & compliance for your customers.

Sign Up!

The Problem

Centralizing data from users presents several challenges. Bandwidth and storage costs can balloon out of control when trying to store images or large amounts of textual/numerical data. Any data center which contains such sensitive information is a prime target for hackers, but has to sacrifice many security guarantees to be capable of accepting incoming data streams from a dynamic set of consumer-owned devices. Moreover, once a hacker is inside the walls of a data center, they have access to all the data stored within.

The Solution

By ensuring the data never leaves the host, DiscreetAI solves privacy and security concerns. By pushing machine learning to the edge, DiscreetAI can train on much more data than would be feasible to train on in a centralized setting. All of this while generalizing to better machine learning models using federated learning. With our service, we can generalize the powerful algorithm to many machine learning settings.

The Problem

Centralizing data from users presents several challenges. Bandwidth and storage costs can balloon out of control when trying to store images or large amounts of textual/numerical data. Any data center which contains such sensitive information is a prime target for hackers, but has to sacrifice many security guarantees to be capable of accepting incoming data streams from a dynamic set of consumer-owned devices. Moreover, once a hacker is inside the walls of a data center, they have access to all the data stored within.

The Solution

By ensuring the data never leaves the host, DataAgora solves privacy and security concerns. By pushing machine learning to the edge, DataAgora can train on much more data than would be feasible to train on in a centralized setting. All of this while generalizing to better machine learning models using federated learning. With our service, we can generalize the powerful algorithm to many machine learning settings.

Build a perfect decentralized
machine learning for developers
in 3 easy steps

1

Install our library

Just install DiscreetAI on your terminal with a few lines of code and at the speed of light.
2

Bootstrap it once

Start the DiscreetAI library at the beginning of the application your users use, along with any initial data, and training will happen automatically.
3

Register data locally

Add more data as it is generated to improve the training.

Just a few lines of code

Just a few lines of code

// Import the DiscreetAI library const discreetai = require('discreetai').bootstrap('SECRET_KEY_HERE'); // Tell DiscreetAI some data is ready for training const receipt = await discreetai.bootstrap_library({ secret_key: "SECRET_KEY_HERE", data: "user's credit card data is…", label: "user’s monthly expenditure is…" });

Our Plans

FREE

$ 0

Per Month
  • Up to 3 repos
  • Train 10 nodes at a time
  • Email Customer Support
Get Free

PRO

$ 0

Per Month
  •  Up to 20 repos
  •  Train 100 nodes at a time
  •  Email Customer Support
Contact Sales

ENTERPRISE

$ 0

Per Month
  •  Unlimited repos
  • Unlimited nodes
  • 24/7 Customer Support
Contact Sales

Clients

Supported By

Awards

1st Place at Spring 2018 YC Hackathon

LAUNCH Demo Day 2018 Grand Prize Winners

Open Source

decentralized-ml
Interoperable and decentralized machine learning in Python
dml-library-js
Interoperable and decentralized machine learning in JavaScript
explora
Customized Jupyter Notebook for users to directly interact with