Proactive User Issue Detection & Self-healing Code Insights
We deliver AI-native solutions that proactively detect user-facing issues, generate actionable insights for developers, and apply self-healing fixes—reducing downtime, improving experience, and accelerating product innovation.
Transformative Proactive Detection & Self-Healing Services
User Journey Anomaly Detection
AI models track errors, latency, and drop-offs across user flows—detecting friction points before they escalate into incidents.
Proactive Issue Forecasting
Time-series forecasting predicts emerging failures in APIs, microservices, or UI workflows based on usage and error trends.
Self-Healing Code Recommendations
Generative AI analyzes stack traces, logs, and telemetry to generate context-specific code fixes or configuration changes.
Automated Hotfix Pipelines
Fixes validated by AI can be deployed instantly into CI/CD pipelines for rapid resolution without human intervention.
Closed-Loop Developer Feedback
Insights from user issues feed into code repositories, enabling continuous improvement and defect prevention.
Compliance-Ready Code Governance
All AI-driven fixes generate audit logs for traceability, ensuring adherence to SOC 2, ISO 27001, HIPAA, and PCI-DSS standards.
Real-world Solutions Delivered for Fortune 500 Companies
Retail Checkout Reliability
Retail Checkout Reliability
Detected cart abandonment caused by API latency spikes and auto-deployed hotfixes, reducing failed transactions by 25%.
Banking Application Resilience
Banking Application Resilience
Forecasted API bottlenecks in mobile banking apps, applying AI-generated code optimizations that improved response times by 40%.
Healthcare Digital Platforms
Healthcare Digital Platforms
Proactively resolved login issues in EMR portals, reducing clinician support tickets by 60%.
Telecom Customer Experience
Telecom Customer Experience
Deployed self-healing fixes for network service portals, cutting downtime by 45% and improving SLA compliance.
Why Choose Aziro for Proactive Issue Detection & Self-Healing?
Proactive user issue detection across applications and workflows
AI-generated code insights for faster remediation
Automated hotfix pipelines for near-instant resolution
Continuous developer feedback loops that prevent recurring defects
Compliance-ready governance for regulated industries
CO-CREATE YOUR NEXT INTELLIGENT SYSTEM
Ai-Led Outcomes.
Human-Centric Impact.
From Fortune 500s to digital-native startups — our AI-native engineering accelerates scale, trust, and transformation.
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
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
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
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
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
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
PROVEN EXPERTISE IN All-Flash Array Services
Our Cognitive Infrastructure Engineering Technology Stack
Our Cognitive Infrastructure Engineering Technology Stack
LET'S ENGINEER
Your Next Product Breakthrough
Book a Free 30-minute Meeting with our technology experts.
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.
Fortune 500 company
