Real-Time Data Placement Decisions

We deploy AI agents that analyze live telemetry from storage arrays, file systems, and object stores to automatically move data between hot, warm, and cold tiers. Reinforcement learning models fine-tune placement strategies over time for maximum efficiency.

Performance-Aware Tiering

Our systems measure IOPS, latency, and throughput in real time to ensure high-performance workloads stay on AFA or NVMe tiers, while archival and less frequently accessed data are migrated to cost-efficient storage.

Policy-Driven Compliance Placement

We integrate compliance-aware tiering policies that automatically store regulated data in approved locations and tiers to meet GDPR, HIPAA, PCI-DSS, and SOX requirements.

Cost Optimization via Dynamic Tier Balancing

Using predictive cost modeling, the system anticipates capacity needs and migrates data to the most cost-effective tier before thresholds are breached—reducing over-provisioning and cloud egress charges.

Cross-Platform Tiering Across NAS, SAN, and Cloud

We enable seamless data movement across mixed environments, including on-premises SAN/NAS and public cloud storage, using API-driven orchestration and cognitive routing.

Tiering Analytics & Reporting

Our platforms provide detailed analytics on data movement trends, cost savings, tier utilization, and policy compliance—feeding into governance dashboards for full visibility.