Automated GPU-native agent that discovers, cleans and migrates on-prem data to cloud

Automated GPU-native agent that discovers, cleans and migrates on-prem data to cloud targets a $12.0B = 2,000,000 businesses × $6,000 ACV (one-time or annualized migration + basic managed support) total addressable market with medium saturation and a year-over-year growth rate of ≈18% YoY — cloud migration and data modernization market growth (industry reports from Gartner/IDC indicate high double-digit growth in cloud migration services).

Key trends driving demand: Cloud-first data strategies — companies are accelerating cloud data adoption to support analytics and AI, creating demand for migration tooling.; Model-assisted automation — LLMs and specialized models now enable automated schema inference and data cleaning, reducing manual effort for migrations.; Managed GPU and edge-optimized inference — accessible GPU instances and on-prem agent deployment patterns make heavy inference workloads viable during discovery and validation.; Vendor marketplaces and partner channels — cloud provider marketplaces make distribution easier for solutions that integrate securely with cloud targets..