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Product

Autonomous Reliability for
Data & AI Infrastructure

Modern enterprises depend on complex data pipelines, machine learning models and AI-driven decision systems. ZEVORIX Platform is the reliability backbone that ensures these systems operate with confidence — at any scale.

orbit.zevorix.io/ml-reliability
Live
ML Reliability
Model Reliability Score · NEXUS™
7/7 monitored
13:14 UTC
Mean MRS
84.3%
7 active models
Healthy
5
MRS ≥ 80%
Warning
1
MRS 60–80%
zeta_events · 73.2%
Pending
1
awaiting gold pipeline
eta_batch
Model Health
Click a model to inspect MRS dimensions, feature drift, and lineage
All (7) ⚠ (1)
alpha_profiles
✓ Healthy
88.5% MRS
+2.3%
Acc
Drift
Bias
CD
beta_ledger
✓ Healthy
91.2% MRS
+1.1%
Acc
Drift
Bias
CD
gamma_cohort
✓ Healthy
86.7% MRS
— 0.0%
Acc
Drift
Bias
CD
delta_flows
✓ Healthy
83.1% MRS
-0.8%
Acc
Drift
Bias
CD
epsilon_nodes
✓ Healthy
89.4% MRS
+0.5%
Acc
Drift
Bias
CD
zeta_events
⚠ Warning
73.2% MRS
-4.1%
Acc
Drift
Bias
CD
eta_batch
– Pending

ML metrics pending — run gold pipeline

alpha_profiles
isolation_forest_v3
88.5%
MRS
Mar 15, 13:01 UTC
Dimensiones MRS
Accuracy
76% 40%
Feat. Drift
95% 35%
Bias (F3)
100% 15%
Concept D. (F3)
100% 10%
Anterior
86.2%
Actual
88.5%
+2.3%
Feature Drift
edad
ingr.
bal.
score
monto
dias
Drift score: 95% 6 cols

Built for the Reliability Demands of the Enterprise

Traditional monitoring was built for applications. ZEVORIX Platform was engineered from the ground up for the unique reliability challenges of modern data and AI systems.

< 30s

avg. remediation time

Autonomous

Detects, root-causes and remediates issues without waiting for human intervention — 24 hours a day, 7 days a week.

2.4B+

events processed daily

Real-time

Sub-second signal processing across your entire data and AI infrastructure with zero sampling.

40+

native connectors

Integrated

Works with the modern data stack your teams already operate — Snowflake, Databricks, dbt, Spark and more.

94%

auto-resolution rate

Actionable

Every signal becomes an action — not just an alert. SENTINEL closes the loop automatically.

Data Flows. Intelligence Acts.

Signals travel from your infrastructure through NEXUS, get analyzed by SENTINEL, and surface as actionable insights in ORBIT — automatically, in real time.

ZEVORIX ORBIT

Interface Layer

99.7%

Dashboards

Real-time

Incidents

2 active

Teams

12 users

ZEVORIX SENTINEL

Intelligence Layer

Active

Analyzing

3 signals

Remediated

47 today

MTTR

28s avg

ZEVORIX NEXUS

Foundation Layer

Monitoring

Sources

142 pipelines

Models

18 ML

Events/s

27.8k

2.4B+

ingested by NEXUS

< 2s

anomaly latency

< 30s

average MTTR

94%

without human action

Three Layers. One Reliability Fabric.

ZEVORIX Platform is composed of three integrated layers — each purpose-built for a distinct tier of the enterprise data and AI stack, working together as a unified reliability system.

Interface Layer

ZEVORIX ORBIT

Operational Intelligence Workspace

The command center where data and AI operations become fully transparent. ORBIT unifies reliability signals from your entire data ecosystem into a single operational workspace — giving engineering and operations teams the situational awareness to act before incidents become outages.

  • Reliability dashboards
  • Incident timeline
  • System health monitoring
  • Predictive insights
Intelligence Layer

ZEVORIX SENTINEL

Autonomous Reliability Engine

The autonomous intelligence layer that never sleeps. SENTINEL continuously analyzes data pipelines and machine learning systems, correlates anomaly signals, determines root causes and recommends or autonomously executes remediation actions — dramatically reducing mean time to resolution.

  • Root cause analysis
  • Decision engine
  • Reliability graph
  • Autonomous remediation
Foundation Layer

ZEVORIX NEXUS

Data Reliability Platform Core

The engine room of the ZEVORIX Platform. NEXUS provides deep, continuous observability across data quality, pipeline health, ML model behavior and data lineage — generating the reliability signals that power both ORBIT and SENTINEL.

  • Data quality monitoring
  • Data observability
  • ML monitoring
  • Lineage analysis
  • Reliability scoring

Connects to your entire modern data stack

NEXUS monitors the platforms and tools your teams already operate — from cloud data warehouses and ML runtimes to orchestrators and data transformation frameworks.

Snowflake
Snowflake
Databricks
Databricks
dbt
dbt
Apache Spark
Apache Spark
AWS
AWS
Google Cloud
Google Cloud
Azure
Azure
Kubernetes
Kubernetes
Terraform
Terraform

+ Airflow, Kafka, dbt Cloud, Fivetran, Great Expectations and more

From Signal to Resolution — Automatically

The three layers operate as a closed-loop system. NEXUS observes, SENTINEL reasons, ORBIT informs. Every incident makes the platform smarter.

01

Observe

NEXUS continuously monitors data quality, pipeline health, ML model behavior and lineage across your entire infrastructure.

02

Detect

SENTINEL processes reliability signals in real time, detecting anomalies and correlating events across systems and time windows.

03

Analyze

Root cause analysis engine traverses the reliability graph to identify the origin of each issue — not just the symptom.

04

Resolve

SENTINEL executes or recommends remediation. ORBIT surfaces the full incident context so teams can act with confidence.

Ready to bring autonomous reliability to your data stack?

Talk to our engineers and discover how ZEVORIX Platform integrates with your existing infrastructure.

Request a Demo No commitment required