Bring AI to any data, anywhere.

Axonis is the federated AI platform that puts the intelligence next to the data, for better models, faster decisions, smarter insights, and safer agents.
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Federation is just a better enterprise architecture for AI.
12x
faster time-to-AI-value than centralized AI
1/4
the cost of centralizing data to get to AI
Architecture Matters
Data centralization was built for BI, not AI. Federated AI is faster, cheaper, more accurate (15–25%), more secure, and unlocks new cross-org use cases centralized systems just can't handle. The future is federated. Why not start now?
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Axonis is a true enterprise-grade AI platform for mission-critical enterprise environments.
Full Federation
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Ferderated learing (FL) is just the start. We've federated the entire data space.
Federated Querying
Federated Data Wrangling and Prep
Federated Feature Engineering
Federated Learning (Horizontal, Vertical & Transfer)
Federated Model Serving
Federated RAG
Federated MCP
Zero-Trust Security
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A military-grade security foundation, built for cloud, on-premise, or edge deployments.
ABAC (Attribute-Based Access Control)
SSO/RBAC with integrations
Field-level and Document-level Security
Comprehensive logging and auditing
Data encryption at-rest and in transit
Secure model aggregation (HME and SMPC)
Differential Privacy
Any Data, Any Source
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Connect to any data store with any structured or unstructured data.
Tabular, time-series, images, video, or text
Relational or NoSQL Databases
Cloud storage buckets
Data Lakes & Warehouses
Big Data Frameworks
Messaging Systems
Common File Formats
APIs
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Production data, AI-activated
The best data for AI isn’t scrubbed, transformed data. With Axonis, you can train better models and run real-time inference on your raw, messy, real-time production data—transactions, events, logs, images, videos, sensor signals, and more.
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Close the AI data gap
No enterprise can centralize 100% of its data. Axonis brings AI to your data wherever it lives – cloud, on-prem, or at the edge – so you can minimize data costs. Why move 100TB of data when you can move a 10GB model instead?
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The fast path to production AI
Most enterprises can train models but fail at getting them into production. By connecting to production data, Axonis enables one transformation recipe for both training and inference so you can push AI to production with 1-click.
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Secure data unlocks secure AI
Born in classified environments, Axonis delivers military-grade, zero-trust security with data-level access control for your most sensitive, regulated data. With security embedded in the data, you get more secure AI agents and chatbots.
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Built to fit-in and stand out
Axonis can complement your AI/ML and data investments. With a full API, built-in models (like PyTorch, TensorFlow, XGBoost, etc.), extensible data connectors, and a cloud-native stack, Axonis can add federation to any AI strategy.
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Share intelligence — not data
The hardest challenges - like disease or fraud - span organizational boundaries. Federated AI and data-level security enable new, cross-organization model collaboration. Each party can grow the collective intelligence and keep their data secure.
In fast-moving organizations the best place for intelligence is where the action is. Axonis was built to bring AI to the edge for better decisions in real-time.
Banking - Real-time fraud detection on transaction streams
Score every card swipe or digital transaction in milliseconds, even when branches are offline or bandwidth-constrained. Models are continuously retrained on local patterns and synchronized across sites, so you catch emerging fraud without shipping raw customer data to a central hub.
Ecommerce - Instant pricing and offer personalization during checkout
Adapt prices, bundles, and offers in real time based on local inventory, customer behavior, and regional rules. Because Axonis connects directly to POS, ecommerce, and inventory systems at each site, models act on live operational data, not delayed ETL feeds.
Manufacturing - Predictive maintenance from distributed sensor data
Train and run models on machine and sensor streams inside factories, warehouses, or field sites. Axonis allows each plant to learn from its own conditions while contributing to a global model, improving failure prediction without centralizing high-volume telemetry.
Defense - Forward-deployed AI
In environments where decisions happen on the ground, connectivity is intermittent, security is survival, and the data is messy and everywhere, Axonis is built to put intelligence where it matters - at the edge and in the field.
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Move your AI. Not your data.
See Axonis in action — book a demo today