Axonis Platform: Make All Data AI Accessible

Make all data AI accessible with Axonis’ federated AI platform. Move your AI, not your data, to overcome data silos while preserving security and compliance.

axonis platform stack - full

Accelerate Insight

Overcome Data Silos Forever

Your organization’s most valuable asset – your data – is trapped. Across departments, regions, and legacy systems, critical data sits in isolated silos, inaccessible, underutilized, and unable to deliver its full potential. Our platform makes all your data – whether it’s siloed by department, confined by regulations, scattered across geographies, or limited by network – AI accessible.

Keep Data Local

With Axonis, your sensitive data stays exactly where it needs to be: behind firewalls, in databases and under your control. Our platform brings AI models to the data rather than moving data to centralized locations, eliminating security risks, compliance headaches, and massive data migration costs while unlocking organizational intelligence.

Support All Datasets

Support Horizontal, Vertical, and Transfer FL across tabular, time-series, image, and text datasets.

Leave No Knowledge on the Table

Dramatically improve model accuracy by training on distributed datasets. The platform supports horizontal, vertical, and transfer federated learning across all data types, creating models that leverage the full breadth of organizational knowledge.

Comprehensive Dataset Training

Train AI on 100% of your data to measurably improve model accuracy and insights.

Advanced Federated Learning

Apply federated learning across tabular, time-series, image and text datasets with secure multiparty computation.

Continuous Model Improvement

Every new data source makes the entire system smarter with experimental value growth as the distributed network expands.

Privacy by Design. Compliance by Default.

Axonis is built on zero-trust architecture that treats every action, user, and data interaction as potentially untrusted until explicitly verified and authorized. Built with military-grade encryption and comprehensive audit trails, Axonis ensures that enhanced AI capabilities never come at the expense of security or compliance requirements.

Anytime. Anywhere.

Axonis is designed to run in classified, air-gapped, and on-prem environments and has deployed in the most challenging, secure environments within the Department of Defense.

Flexible Access Security

Axonis supports both attribute-based access control (ABAC) and role-based access control (RBAC) to ensure users only access data appropriate to their role.

See More to Trust More

Axonis provides immutable audit trails with complete logging of every query, transformation and model training operation with cryptographic verification, making AI more trustworthy and secure.

Maximize Your AI Investment

With Axonis, ingress, egress and duplicative storage fees are a thing of the past. Use your current AI stack but make it better – Axonis snaps into your existing platform whether cloud or bare-metal or both.

Don’t Waste Money or Data

Axonis eliminates the massive expenses of data migration, duplication and centralized storage.

Use What You Have

Axonis federated orchestration works with existing AI tools and platforms through one-line Python SDK and REST APIs.

Run Anywhere

Axonis runs anywhere from laptops to enterprise clouds.

Access AI to Accelerate Insight

Make your data AI accessible and make AI accessible to your workforce. Axonis democratizes AI by providing low-code, drag-and-drop workflows and putting powerful AI tools in the hands of all users, not just your limited data scientists.

No-Code AI Deployment

Axonis’ intuitive interfaces enable any users to build and deploy AI models without a degree in software engineering.

Cross-Team Collaboration

Our built-in collaboration tools ensure consistent workflows with annotation and sharing capabilities.

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Discover the Axonis Platform

flow graphic of Axonis platform

Cloud-Native Infrastructure

Axonis’ robust architecture is built from the ground up. Our infrastructure runs securely in containerized environments and integrates seamlessly with external systems, so it can be deployed anywhere and anyhow you need it, whether on-prem, in the cloud, at the network edge.

axonis platform screenshot of adding data
shield and lock over Axonis platform
axonis platform screenshot of importing a model
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Extend Your AI Reach
Containerized Edge-to-Cloud Platform

The Axonis platform is Kubernetes-native and deployable on edge, on-prem, in cloud environments, even mission-critical operations that are hard to reach. Axonis supports disconnected operations with dynamic scaling to unlock insights where and when you need them.

Zero-Trust for Zero-Worries
Zero-Trust Networking & Identity

With rigorous security at every step, your CISO will finally put you on his Christmas card list. Encryption, identity management, and policy enforcement verify each request by default. Attribute-based identity and network controls prevent unauthorized access.

Add Capability Without Complexity
Plug-in & Extension Framework

Add possibility without subtracting efficiency. Axonis’ framework enables your team to add new models, connectors and tools without modifying core infrastructure. Open APIs and modular services also support rapid integration and innovation.

Axonis Has Your Back
Edge-to-Cloud Resilience & Failover

Axonis’ infrastructure supports asynchronous sync and failover for high availability and recovery. Under the pressure of the mission and in intermittent network conditions, Axonis ensures consistent operations.

axonis platform screenshot of adding data
Extend Your AI Reach
Containerized Edge-to-Cloud Platform

The Axonis platform is Kubernetes-native and deployable on edge, on-prem, in cloud environments, even mission-critical operations that are hard to reach. Axonis supports disconnected operations with dynamic scaling to unlock insights where and when you need them.

shield and lock over Axonis platform
Zero-Trust for Zero-Worries
Zero-Trust Networking & Identity

With rigorous security at every step, your CISO will finally put you on his Christmas card list. Encryption, identity management, and policy enforcement verify each request by default. Attribute-based identity and network controls prevent unauthorized access.

axonis platform screenshot of importing a model
Add Capability Without Complexity
Plug-in & Extension Framework

Add possibility without subtracting efficiency. Axonis’ framework enables your team to add new models, connectors and tools without modifying core infrastructure. Open APIs and modular services also support rapid integration and innovation.

spinning gear over axonis platform screenshot
Axonis Has Your Back
Edge-to-Cloud Resilience & Failover

Axonis’ infrastructure supports asynchronous sync and failover for high availability and recovery. Under the pressure of the mission and in intermittent network conditions, Axonis ensures consistent operations.

Security and Governance

Axonis federated orchestration enables multiple independent organizations to share insights.

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axonis platform screenshot with modeling graph
axonis platform screenshot
Integrate to Innovate
Unified Data Integration & Cataloging

Axonis ingests and catalogs diverse data types with full metadata and classification. Use federated search and access based on embedded policies and access rights.

Monitor Actions Model Performance
Monitoring, Logging & Observability

Axonis tracks user actions, model performance, and data movement in real time and provides dashboards and alerts for compliance, usage, and operational health.

Models with Explainability
Start with a Reusable Foundation

Axonis includes secure, reusable foundation models with built-in explainability. With Axonis, enable local fine-tuning and transparent model outputs across federates.

axonis platform screenshot with host and pipeline information
Integrate to Innovate
Unified Data Integration & Cataloging

Axonis ingests and catalogs diverse data types with full metadata and classification. Use federated search and access based on embedded policies and access rights.

axonis platform screenshot with modeling graph
Monitor Actions Model Performance
Monitoring, Logging & Observability

Axonis tracks user actions, model performance, and data movement in real time and provides dashboards and alerts for compliance, usage, and operational health.

axonis platform screenshot
Models with Explainability
Start with a Reusable Foundation

Axonis includes secure, reusable foundation models with built-in explainability. With Axonis, enable local fine-tuning and transparent model outputs across federates.

An AI Interface for All

Designed for both technical and non-technical users, Axonis provides an interactive workspace to build, refine and manage AI projects – without juggling multiple tools or heavy code.

easy to use platform screenshot
Axonis platform screenshot showing operations
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axonis platform model screenshot
Cut Compliance Complexity
No-Data-Movement Model Aggregation

Axonis complies with privacy, security and air-gapped deployment requirements because models train locally, and only encrypted updates are shared.

Support All Data
Federated Feature Engineering

Axonis supports geo-spatial, text, tabular, and image data with real-time data transformations. Perform feature transformations locally without schema alignment.

Minimize Context Switching
Collaborative UX & Notebook

Avoid jumping between separate notebook tools and the main platform. Engage in visual data and model prep with collaboration with no-code and Jupyter-based interfaces. Every user sees only what they’re cleared to see—data and results included.

End-to-End AI Lifecycle
Model Lifecycle Management

Track models from training to serving with full lineage and audit trails. Ensure every model follows security and governance policy from start to finish.

easy to use platform screenshot
Cut Compliance Complexity
No-Data-Movement Model Aggregation

Axonis complies with privacy, security and air-gapped deployment requirements because models train locally, and only encrypted updates are shared.

Axonis platform screenshot showing operations
Support All Data
Federated Feature Engineering

Axonis supports geo-spatial, text, tabular, and image data with real-time data transformations. Perform feature transformations locally without schema alignment.

screenshot of users messaging on axonis platform
Minimize Context Switching
Collaborative UX & Notebook

Avoid jumping between separate notebook tools and the main platform. Engage in visual data and model prep with collaboration with no-code and Jupyter-based interfaces. Every user sees only what they’re cleared to see—data and results included.

axonis platform model screenshot
End-to-End AI Lifecycle
Model Lifecycle Management

Track models from training to serving with full lineage and audit trails. Ensure every model follows security and governance policy from start to finish.

Solution Workflows

Provide a single source of truth for your AI lifecycle. Simplify oversight and governance by organizing datasets, experiments, and models into structured projects with clear, visual workflows.

brain graphic over platform screenshot
Series of graphics showing no code environment
platform screenshot of chat capabilities
axonis platform screenshot with probability graph
Transfer Learning Not Data
Multi-Party Data Harmonization

Axonis supports horizontal, vertical and transfer learning across organizations without moving data. Get seamless collaboration despite schema differences or sample mismatches.

Playbook for Progress
Federated Training Playbooks

With Axonis, you never start at zero. The platform provides reusable training workflows for common AI tasks and federated learning paradigms, simplifying configuration and reducing time to deployment across federated environments.

Secure RAG Workflows
Federated Multi-Modal Fusion & Secure RAG

Axonis integrates structured, unstructured, image and geospatial data across silos, enabling secure RAG workflows using local context and attribute-based access.

AI Model Orchestration
Federated Model Testing, Explainability & MLOps

Axonis provides decentralized evaluation and explainability without aggregating sensitive data.

brain graphic over platform screenshot
Transfer Learning Not Data
Multi-Party Data Harmonization

Axonis supports horizontal, vertical and transfer learning across organizations without moving data. Get seamless collaboration despite schema differences or sample mismatches.

Series of graphics showing no code environment
Playbook for Progress
Federated Training Playbooks

With Axonis, you never start at zero. The platform provides reusable training workflows for common AI tasks and federated learning paradigms, simplifying configuration and reducing time to deployment across federated environments.

platform screenshot of chat capabilities
Secure RAG Workflows
Federated Multi-Modal Fusion & Secure RAG

Axonis integrates structured, unstructured, image and geospatial data across silos, enabling secure RAG workflows using local context and attribute-based access.

axonis platform screenshot with probability graph
AI Model Orchestration
Federated Model Testing, Explainability & MLOps

Axonis provides decentralized evaluation and explainability without aggregating sensitive data.

Discover AI Without Limitations

Ready to discover all-data AI insight? Contact us to learn more about the Axonis platform and request a demo today.