Predictive Anomaly Detection & Automated RCA

We deliver AI-powered platforms that predict anomalies across IT, applications, and networks—and automate root cause analysis (RCA)—to prevent incidents, reduce MTTR, and improve system reliability.

Transformative Predictive Anomaly Detection & RCA Services

Predictive Anomaly Detection

ML models analyze logs, telemetry, and performance data to forecast deviations from baseline behavior before failures occur.

Multi-Domain Correlation

We unify anomalies across infrastructure, applications, and cloud services to deliver full-stack RCA insights.

Closed-Loop Remediation

AI-driven RCA outputs integrate with automation platforms to trigger corrective playbooks in real time.

Continuous Learning Feedback Loops

Every detected anomaly and resolved RCA feeds back into ML models, improving future detection and accuracy.

Compliance-Embedded RCA

All RCA actions are logged for audit readiness, ensuring adherence to SOC 2, ISO 27001, HIPAA, PCI-DSS, and NIST frameworks.

Automated Root Cause Analysis

Graph-based correlation engines connect anomalies with system events, configurations, and dependencies to identify true root causes quickly.

AI Anomaly Detection & RCA Services

Real-world Solutions Delivered for Fortune 500 Companies

Retail IT Systems

Retail IT Systems

Predicted API response anomalies in e-commerce checkout flows, reducing cart abandonment by 20%.

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Banking Core Infrastructure

Banking Core Infrastructure

Reduced MTTR by 60% by automating RCA of transaction processing failures across mainframes and cloud systems.

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Healthcare Digital Platforms

Healthcare Digital Platforms

Detected anomalies in EMR systems before downtime, ensuring 99.98% clinician access uptime.

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Telecom Network Operations

Telecom Network Operations

Correlated anomalies across 25,000+ network nodes, preventing cascading outages and saving $8M annually.

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Why Choose Aziro for Predictive Anomaly Detection & RCA?

1

Proactive anomaly detection with predictive ML models

2

Automated RCA powered by graph-based correlation

3

Cross-domain insights across apps, infra, and cloud

4

Closed-loop remediation with automated playbooks

5

Compliance-ready audit trails for regulated industries

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Ai-Led Outcomes.

Human-Centric Impact.

From Fortune 500s to digital-native startups — our AI-native engineering accelerates scale, trust, and transformation.

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Case Study

Unified AI-Augmented App Stack for an eCommerce Leader

Aziro delivered multiple cross-platform apps using ML-assisted code generation and real-time CI observability — enabling seamless integration across mobile, analytics, and operations layers.

5

Projects Delivered across brands

4+

Full-stack delivery with AI-led velocity

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Case Study

Autonomous, Private QA Agents for a Networking Giant’s Enterprise Testing

Aziro deployed local LLM-powered QA agents that auto-generated, optimized, and executed test scripts across critical software stack — without internet connectivity or cloud dependence.

80%

Reduction in manual testing

100%

Private, on-prem inference

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Case Study

AI-Led Payment Automation for a FinTech Leader

Aziro implemented an intelligent payment orchestration system powered by cognitive workflows and embedded anomaly detection, ensuring zero reconciliation errors across the financial lifecycle.

60%

Boost in processing speed

100%

Accuracy in audit reconciliation

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Case Study

Predictive Storage Intelligence for a Data Storage Leader

Aziro built an AI-powered observability layer that predicts bottlenecks, allocates resources dynamically, and enhances decision-making with ML-based usage trends.

30%

Gain in storage efficiency

24/7

Continuous AI-driven insights & alerts

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Case Study

AI-Enabled Claims Automation for an Insurance Giant

Aziro deployed a scalable, AI-native claims management platform with predictive triage, automated case routing, and observability built into the core — all running in a cloud-agnostic environment.

40%

Reduction in infra cost

99.9%

Uptime with intelligent failover

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Case Study

Scaling AI-Native Engineering

Aziro built a cross-functional engineering squad embedded with AI-augmented DevOps pipelines, reducing release cycles and delivering UI-rich SaaS modules at scale.

5x

Team growth in under 12 months

10+

AI-accelerated product modules shipped

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Aziro has been a true engineering partner in our digital transformation journey. Their AI-native approach and deep technical expertise helped us modernize our infrastructure and accelerate product delivery without compromising quality. The collaboration has been seamless, efficient, and outcome-driven.

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