WhatA system-level memory manager that dynamically pools RAM, VRAM, and other on-device memory into a single unified swap/cache tier, transparently available to the OS.
SignalDevelopers with powerful GPUs notice their VRAM sits completely idle most of the time — 16-32GB of fast memory doing nothing while their system swaps to slower SSDs, revealing a fundamental resource allocation inefficiency in modern PCs.
Why NowConsumer GPUs now ship with 12-24GB of VRAM while many laptops still have soldered 16GB RAM with no upgrade path, creating a growing mismatch that OS-level memory management hasn't adapted to.
MarketMemory-constrained laptop users and developers running intermittent GPU workloads; adjacent to the $5B+ memory/storage optimization market; competes with ZRAM and traditional swap but nothing unifies heterogeneous memory pools well.
MoatDeep kernel-level integration and hardware-specific optimizations create high technical barriers; first-mover with OEM partnerships could become the default.
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