
The sophisticated artificial intelligence models capturing global attention are often running on data foundations as brittle and outdated as the legacy systems they were designed to replace. While organizations pour immense resources into refining algorithms, the true bottleneck limiting AI’s potential frequently lies hidden in plain sight: the passive, inefficient, and unintelligent data infrastructure supporting it. This realization marks a










