Build AI
Without Data Leaks
No Code,
Just Click
Cifer is an open-source distributed AI system designed for real-time, consent-first collaboration, advancing trustworthy AI and robust intelligence.
By Design
Cifer leverages Federated Learning to enable what traditional machine learning can’t: private, consent-first, real-time, and fair collaboration across teams and intelligent agents.
Protect Proprietary Assets
Your data stays with you—always.
We move intelligence, not data,
to ensure full control over sensitive
or proprietary datasets—no central
storage, no hidden access.
Consent-First by Design
We enforce consent-first controls—
nothing trains, moves, or updates
without your explicit approval.
Consent is required at every step
and can never be bypassed.
Real-Time, Multi-Agent
Intelligence at the Edge
Empower AI agents to learn and
collaborate at the edge in real time—
supporting distributed systems,
autonomous teams, and edge
AI deployments.
Permissionless Attribution
by Cifer Smart Contracts
Available Mid 2025
Immutably logged on-chain to enable traceability, auditability & permissionless attribution on the Cifer Blockchain Network.
Cifer’s Distributed System Workspace
Empowers teams to train, monitor, and
deploy AI without sharing raw data—
through a clean, no-code interface.
Collaborate Across Teams
Manage projects and visualize contributions
across internal and external teams.
Asynchronous Engine
Contribute anytime–no sync required,
Powered by Cifer’s cloud orchestration.
Powered by Cifer’s cloud orchestration.
Aggregate & Fine-Tune
Improve aggregated models for more robust, accurate results—with less friction and bias.
Discover & Expand AI Networks
Explore new models and data sources,
or start collaborations to grow your collective intelligence.
or start collaborations to grow your collective intelligence.
Cifer’s Distributed System Workspace
Empowers teams to train, monitor, and
deploy AI without sharing raw data—
through a clean, no-code interface.
Collaborate Across Teams
Manage projects and visualize contributions
across internal and external teams.
Asynchronous Engine
Contribute anytime–no sync required,
Powered by Cifer’s cloud orchestration.
Aggregate & Fine-Tune
Improve aggregated models for more robust, accurate results—with less friction and bias.
Discover & Expand AI Networks
Explore new models and data sources,
or start collaborations to grow your collective intelligence.
Seamlessly Integrate
with Your Existing Stack
No need to replace your tools—Cifer integrates with
Tensorflow, Pytorch, PyCharm, Docker, Kubernates,
Jupyter Notebook, Colab, Hugging Face, GitHub
and more.
We’re here to enhance—not compete.
Infrastructure
for the Next Era of AI
Cifer is more than a workspace,
It’s the foundation for collaborative,
privacy-preserving, intelligent systems at scale.
It’s the foundation for collaborative,
privacy-preserving, intelligent systems at scale.
We’re not just building tools—we’re building
the infrastructure for real, distributed intelligence.
the infrastructure for real, distributed intelligence.
Federated Learning
Train models across decentralized data
Fully Homomorphic Encryption
Compute on encrypted data without ever decrypting
Blockchain Integration
Secure, verifiable contribution and ownership tracking
Swarm Intelligence
Coordinate decentralized agents for emergent intelligence
Multi-Agent Systems
Enable AI agents to act, learn, and adapt independently
From Data Privacy
to Dynamic Intelligence
Cifer powers the next frontier of real-time AI—
supporting systems that learn, adapt, and act
across decentralized environments.
Docs
Multi-Agent Simulations
Build intelligent agents that
evolve together through live
collaboration
Autonomous Driving Systems
Learn from distributed fleets
without centralizing sensitive
data
Remote Sensing Networks
Process data on-site for
instant environmental insights
Fleet Optimization
Adapt routing and behavior
dynamically across edge-
connected vehicles
IoT + Sensor Fusion
Integrate real-time streams
from distributed devices
Trusted by Elite Teams
Backed by Leading Accelerators
Cifer powers next-gen AI teams across industries—
supported by leading accelerators, visionary
researchers, and Nobel minds shaping the future.
From research labs to real-world deployments,
Cifer is the engine behind trusted, decentralized AI.
Cifer is the engine behind trusted, decentralized AI.
Connect with Builders
of Decentralized Intelligence
Collaborate, contribute, and stay up to date
with our growing global community of AI developers
and privacy pioneers.
Real-time discussions and support
Join Slack
Updates, insights, and news
Follow on X
Explore our open-source codebase
Star on GitHub
Install and build with Cifer packages instantly
Visit Cifer on PyPI
