Predictive Capacity & Self-Optimizing HCI Operations
We deliver AI-native hyperconverged infrastructure (HCI) solutions that predict capacity requirements, optimize workload distribution, and self-tune system performance—ensuring resilience, scalability, and cost efficiency across hybrid environments.
Transformative Predictive Capacity & Self-Optimizing HCI Services
Predictive Capacity Planning
Time-series forecasting models predict future usage of compute, memory, storage, and IOPS—preventing outages and unplanned procurement costs.
Self-Tuning HCI Clusters
AI agents monitor workload behavior and automatically rebalance resources across nodes, ensuring even utilization and reducing hotspots.
Workload-Aware Resource Allocation
Machine learning models analyze workload types (OLTP, analytics, VDI) and dynamically adjust HCI resources for peak efficiency.
Automated Lifecycle Optimization
We deploy automation workflows for patching, scaling, and node additions, eliminating manual intervention in day-to-day HCI operations.
Cross-Cloud HCI Extensions
Our platforms extend hyperconverged infrastructure to AWS, Azure, and GCP, enabling seamless hybrid scaling and consistent performance.
Proactive Anomaly Prevention
Unsupervised ML models detect anomalies in cluster performance and trigger corrective workflows before failures impact business services.
Real-world Solutions Delivered for Fortune 500 Companies
Global Banking HCI Optimization
Global Banking HCI Optimization
Reduced unplanned capacity purchases by 40% through predictive scaling models that accurately forecasted growth in transaction workloads.
Healthcare VDI Environment Stability
Healthcare VDI Environment Stability
Improved clinician VDI login times by 30% using AI-driven rebalancing of compute and memory resources across HCI clusters.
Retail Analytics Clusters
Retail Analytics Clusters
Reduced query response times by 28% by self-tuning storage and compute resources in real time during seasonal demand peaks.
Manufacturing Edge HCI Deployment
Manufacturing Edge HCI Deployment
Optimized OT workloads across 1,200 edge HCI clusters, preventing $7M in downtime through proactive anomaly detection.
Why Choose Aziro for Predictive Capacity & Self-Optimizing HCI Operations?
Proactive capacity forecasting with AI/ML models
Self-tuning clusters that eliminate performance hotspots
Automated lifecycle management of HCI resources
Hybrid-ready extension across on-prem and cloud environments
Proven performance gains in BFSI, healthcare, retail, and manufacturing
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
