Zero-Day Detection Capability
100% Data Coverage
Multi-Anomaly Detection
Licensable Detection Engine

Embed World-Class Anomaly Detection Into Your Product

Triaxis AI Core Engine is designed to enhance, augment, or replace anomaly detection in your existing products. Send data via Arrow Flight, receive JSON results. Improve speed, accuracy, and reduce GPU costs.

Up to 400x Faster
Easy Integration
Reduce GPU Costs
JSON Output
Request Trial LicenseSee Integration Example

Simple API Integration

Send your data, get anomaly detection results. Triaxis AI Core Engine integrates into your existing pipeline via Arrow Flight protocol.

Your Data

You provide

  • Embedding vectors (any dimension)
  • OR raw features with column names
  • Streamed via Arrow Flight

JSON Results

You receive

  • Anomalous feature identification
  • Z-scores with baseline statistics
  • Feature-level explainability

Actual Engine Output

anomaly_output.json
{
  "point_id": 9,
  "anomalous_features": [
    {
      "feature_index": 22,
      "feature_name": "count",
      "z_score": 9.11,
      "value": 505.0,
      "baseline_mean": 22.05,
      "baseline_std": 53.00
    },
    {
      "feature_index": 23,
      "feature_name": "srv_count",
      "z_score": 8.21,
      "value": 505.0,
      "baseline_mean": 26.86,
      "baseline_std": 58.26
    },
    {
      "feature_index": 35,
      "feature_name": "dst_host_same_src_port_rate",
      "z_score": 3.41,
      "value": 1.0,
      "baseline_mean": 0.12,
      "baseline_std": 0.26
    }
  ]
}

Actual output from Triaxis AI Core Engine showing feature-level anomaly explanations with z-scores and baseline statistics

Benchmark Validation Results

Real results from public benchmark datasets. These metrics demonstrate what Triaxis AI can bring to your product when you license the engine.

Benchmark validation results showing 72-99% accuracy across blockchain AML, manufacturing, energy grid, AI safety, cybersecurity, and insider threat detection

The ROI Case for Triaxis AI

Triaxis AI Core Engine is an investment that pays back in speed, accuracy, and infrastructure savings. Here is how licensing delivers value.

Up to 400x
Faster

Speed ROI

Replace slow ML pipelines with real-time detection. Process 39K-259K samples per second on standard CPU hardware.

  • Real-time alerting instead of batch processing
  • Handle 10x more data with same infrastructure
  • Reduce detection latency from seconds to milliseconds
72-99%
F1 Score Range

Accuracy ROI

Match or exceed deep learning accuracy without training data, labeled examples, or hyperparameter tuning.

  • Eliminate false positive fatigue
  • Catch more true anomalies
  • No model retraining required
$0
GPU Cost

Infrastructure ROI

Run entirely on CPU. Eliminate GPU infrastructure costs while maintaining enterprise-scale throughput.

  • No GPU infrastructure required
  • Lower cloud compute bills
  • Deploy on edge devices
Zero
Parameters to Tune

Integration ROI

Zero configuration means zero integration headaches. No ML expertise required to deploy and maintain.

  • No data scientists needed for maintenance
  • No hyperparameter tuning cycles
  • Works across all data types

How Product Teams Use Triaxis AI

Enhance Existing Detection

Add Triaxis AI as an additional detection layer alongside your current solution for improved coverage.

Best for: Teams wanting to reduce false negatives

Augment Current Pipeline

Use Triaxis AI to pre-filter or post-validate results from existing models for higher precision.

Best for: Teams wanting to reduce false positives

Replace Legacy Systems

Fully replace outdated anomaly detection with modern geometric detection for maximum ROI.

Best for: Teams ready for infrastructure modernization

Triaxis AI is a Licensable Engine, Not a Standalone Product

We do not compete with your existing monitoring or analytics solutions. Triaxis AI Core Engine is designed to be embedded into your product, enhancing your anomaly detection capabilities with breakthrough speed and accuracy.

You provide the dataYou build the UIYou own the customer relationshipWe provide the detection engine

Ready to License Triaxis AI?

Start with a trial license to evaluate Triaxis AI Core Engine in your environment. Our team will help you integrate and benchmark against your current solution.

Trial License Includes

  • Full access to Triaxis AI Core Engine
  • Arrow Flight integration support
  • Technical documentation
  • Engineering consultation call
  • Benchmark reproduction scripts
  • Sample integration code

Contact Our Team

Tell us about your use case and we will set up your trial license

Request Trial License

info@triaxisai.com

Ideal For

Product Teams

Building anomaly detection into your software product

Platform Engineers

Modernizing legacy detection infrastructure

ML Teams

Looking to reduce GPU costs and training cycles