← Back to investor door
Public brief · NVIDIA Inception · October 2026

Portal product pack

SZL Holdings Inc. is a member of NVIDIA Inception (accepted October 2026). AlloyScape is the flagship product: a multi-agent operating system in production since April 2026.

Product surface

SurfaceWhat it isStatus
AlloyScape OSContinuous agent seats, memory, governance, receiptsProduction since Apr 2026
Investor / proof portalThis door — live KPIs, Chawpi proof, seat burn metersLive at alloyszlholdings.com/invest
Proof registryPublic evidence at a11oy.netLive
Mobile showcase9:16 Chawpi showcase, ownership-stampedLive

Model and tooling stack

Routing discipline: a low-cost typed layer decides which lane handles work, so expensive frontier tokens are spent only where they earn it.

Moving routine inference onto owned NVIDIA hardware

Current reference node: stateless NVIDIA RTX A6000 48GB ternary-bonsai mouth on Massed Compute (~$0.57/hr). Inference only — durable memory stays on HQ.

Why this works for us: fleet daily input was cut from 85M to 6.4M tokens through Hot-Path packing and discipline gates (34/38 upgraded seats pass hi < 10k prompt tokens). With waste removed first, owned NVIDIA capacity covers routine per-turn cost at a fraction of hosted API spend — and keeps operational data on-premises.

Inception benefits in play: cloud credits and DGX/NGC access for prototyping; NIM endpoints already integrated; a credible path to scaling owned hardware as seat count grows.

Related: What sets us apart · NVIDIA Inception section · Investor door