Anomaly Detection That
Actually Tells You Why

An API-first, domain-agnostic engine that identifies irregularities across your metrics. From millisecond statistical guards to deep contextual analysis get the root-cause hints you need to prevent outages.

Early Adopters: Unlimited requests during alpha. Lock in lifetime discount.

Root-Cause Detection
Privacy-First Architecture
Domain-Agnostic
Quick Integration
curl -X POST https://api.axomaly.com/v1/detect/ad5a7883-100d-4726-9999-7e42102a9898 \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"timestamp": "2026-01-14T14:59:17.358Z",
"value": 450.00,
"metadata": {
"endpoint": "/api/users",
"region": "europe-west-01"
}
}'
Why Axomaly?

Break Through the Complexity Barrier

Traditional anomaly detection requires ML expertise and complex infrastructure. Axomaly makes it simple for any developer to gain deep, explainable insights from any data stream.

Traditional Approach

Rigid Thresholds

Static boundaries that break when your metrics naturally drift or show seasonal patterns.


Limited Visibility

Detection without context or explanation. You get the flag but not the reasoning behind it.


Domain Silos

Industry-locked tools that lack the flexibility to handle diverse, modern data streams.

Our Approach

Domain-Agnostic by Default

Our engine makes zero assumptions about your data source; it simply identifies patterns and deviations across any time-series stream.


Explainable "Root-Cause Hints"

We bridge the gap between detection and interpretation, providing contextual hints to help you understand the trigger behind the anomaly.


Optional Domain Profiles

Deploy specialized presets for Fintech, IoT, or SaaS to fine-tune detection without sacrificing the core engine's flexibility.

Join Alpha

Connect your first stream in under 5 minutes. No ML expertise required.

How It Works

Noise to Narrative

Our engine handles the statistical complexity. You focus on actionable insights.

01

Connect Your Streams

Push raw metrics directly via our REST API. Our engine is schema-agnostic, accepting your data as-is without custom formatting or industry silos.

REST API Ingest
02

Autonomous Baselining

Our engine learns your system's 'normal' rhythm and auto-adjusts to seasonal shifts without manual tuning.

Self-Learning Engine
03

Root-Cause Hints

Get context-rich interpretations that explain the 'why' behind the anomaly, cutting through the noise.

Explainable Output
Use Cases

One Engine. Any Domain.

Axomaly identifies patterns and deviations across any time-series stream.

Profile:
SRE Fintech Generic
SRE & Ops

Infrastructure Health

Track CPU spikes, memory leaks, or container restarts across massive clusters. Our engine filters out the noise automatically.

Root-Cause Hint
Pattern matches 'Memory Leak' in auth-service-v2.
Security

Threat Detection

Identify geo-velocity anomalies and brute-force patterns without maintaining hundreds of static WAF rules.

Root-Cause Hint
Sudden failure spike from non-resident IP ranges.
Business Logic

Growth & Conversion

Catch drops in checkout completion or API latency before they impact your bottom line.

Root-Cause Hint
Drop correlates with latency in stripe-connector.
Any Stream

Your Data. Your Rules.

From IoT sensor drift to game-server tick rates plug in any proprietary metric and let the engine find the signal.

REST API Ingest
// POST /detect/:metricId
{
"timestamp": "2024-01-08T...",
"value": 64.2,
"metadata": { "server": "game-01" }
}
Under the Hood

The Anatomy of a Response

Axomaly provides high-fidelity interpretation, not just a binary flag. Use our structured output to power your own custom logic.

Incoming Stream
// Listening on port 8080...
14:20:01 request_latency 42.1ms
14:20:02 request_latency 44.5ms
14:20:03 request_latency 43.2ms
14:20:04 request_latency 442.8ms POST /detect
Connected to Engine API v1.0.2
Response Payload
95%
Fusion Engine Confidence Anomaly confirmed via weighted inference across multiple tiers.
Detection Tier Statistical Detection
Pattern Match Sudden Surge
Statistical Delta +1102.2% rate change
Root-Cause Hint
Anomaly detected at UTC 2026-01-05 12:16:42: Metric increased to 300 (about 122.78σ above the mean), a 1102.2% sudden surge driven by rate-of-change and confirmed by detectors with extreme high confidence.
{
    "id": "019b8e16-93b2-7000-b461-081715e8f688",
    "isAnomaly": true,
    "score": 0.947940074906367,
    "confidence": 1,
    "hints": {
        "Detection": [
            "[ZScore]: Value 300.00 is 122.78σ above mean 29.51",
            "[IQR]: Value 300.00 above upper IQR bound [22.57, 36.44]",
            "[RateOfChange]: Sudden rate change: 1102.2% (threshold: 14.5%)",
            "..."
        ],
        "Statistical": [
            "[ZScore]: Z-score threshold: 2.98σ (base: 2.5σ)",
            "[Fusion]: Weighted anomaly score: 0.948 (threshold: 0.122)",
            "[Fusion]: Overall confidence: 1.000",
            "..."
        ],
        "Diagnostic": [
            "Fast detection: RateOfChange triggered immediate response",
            "..."
        ]
    },
    "friendlyHint": "Anomaly detected at UTC 2026-01-05 12:16:42: Metric increased to <strong>300</strong> (about <strong>122.78σ</strong> above the mean), a <strong>1102.2%</strong> sudden surge driven by rate-of-change and confirmed by detectors with extreme high confidence.",
    "processingTime": "00:00:00.0000300",
    "terminationReason": "Fail-fast triggered by RateOfChange"
}
Pricing

Transparent Alpha Pricing

We are currently in Alpha. Detailed pricing tiers will be announced closer to public launch.

Limited Access

Alpha Access

Free / during Alpha

Early adopters lock in lifetime discount

  • Unlimited Requests
  • Multi-Tier Fusion Engine
  • Explainable Root-Cause Hints
  • Direct Engineering Support

    Email & Discord support

Join Alpha

* Standard Free Tier remains free forever after launch.

FAQs

Technical Specifications

Just the straightforward architectural details on how Axomaly handles speed, scale, and privacy.

PERFORMANCE

What is the actual performance impact on my application?

No. Our Statistical Guards resolve in <15ms. Heavier ML pattern analysis and contextual hints are processed asynchronously and delivered via webhook or status polling.

"Low-latency detection that won't bottleneck your system."
SCALING

How does the engine manage very large-scale datasets?

Axomaly is built to handle millions of data dimensions efficiently. We filter out irrelevant noise at the ingestion layer, focusing only on significant signals to maintain consistent performance as your volume grows.

"Engineered for massive volume without sacrificing speed."
SECURITY

Is my data kept private?

Absolutely. Every customer environment is completely isolated. Your models are trained exclusively on your data with zero sharing across customers.

"Your data stays yours. Zero cross-contamination."
ENGINE

Does the system require extensive manual configuration?

No. The engine relies on robust mathematical foundations that work immediately on any time-series stream. While we offer domain-specific profiles for deeper context, the system is effective right out of the box.

"Precise detection with minimal manual effort."
INSIGHT

Will I understand why a specific data point was flagged?

Yes. Every detection includes explainable insights that pinpoint exactly which variables or signals caused the deviation. This allows your team to identify the root cause immediately, whether you are monitoring financial trades, sensor readings, or system metrics.

"Actionable insights, providing the 'why' behind every response."
OPS

Can I run this on my own infrastructure?

Yes. While we are cloud-native, we offer custom deployment options for enterprises with strict data-locality requirements.

"Cloud, private cloud, or on-premise. Your choice."

// Complex deployment requirements?

Need on-premise deployment, custom SLAs, or enterprise-grade support? Let's talk.

Contact Our Team
Ready to Deploy

Limited alpha spots.
Join the pioneers.

Get unlimited access to our full detection engine during alpha. Help shape the product with direct engineering collaboration and lock in your lifetime discount.

Unlimited During Alpha
Direct Discord access
Lifetime Discount