INVESTORS & MEDIA
Copy-paste boilerplate, facts, and assets for articles, podcasts, and investor diligence. For a guided technical read, start with Architecture and Changelog and Journal.
Sovereign agent appliance — working product on real MS-S1 metal.
CurXor Systems builds curXor — a 64GB sovereign AI appliance that runs a desk crew of digital employees on bare metal. Buyers pay once for hardware; CurXor does not bill per token. MS-S1 MAX unboxed 2026-06-28; first full end-to-end run on the box the next day; demo captures closed 2026-07-08: CurXor OS v1.0.3, flagship desks (Capital, Creator, Outreach), local inference (qwen3:8b · 38 tok/s measured on ROCm on the founder MS-S1), investor proof pack, and desk strips on Standard 64. Priority bridges are green on the founder MS-S1 (Google · Alpaca paper · Bluesky · Telegram · Discord · X — Capital stays paper). Design partners have completed remote walkthrough sessions on the founder MS-S1 (creator and trader desks). Feedback is private. Not a customer fleet. Not closed traction. Not live brokerage fills.
Bootstrapped and selectively meeting aligned angels and seed investors.
Appliance software, production OTA, and factory artifacts are led by a technical co-founder — details shared in diligence conversations.
OPEN-WEIGHT COMPUTE LADDER
CurXor OS — mint autonomous employees on bare metal. Standard 64 GB today. Pro and CurXor Studio tomorrow. Same sovereignty. Stronger models as memory allows.
CurXor is a sovereign AI appliance: flagship desks day one, one local operating system, zero monthly inference rent on the operate plane. Today that starts on the MINISFORUM MS-S1 Max — 64 GB unified memory and a Qwen3 stack sized for real multi-crewmate workloads. Open-weight AI keeps advancing; CurXor OS evolves with it through model catalogs and tier profiles, so you update the stack on hardware you own instead of rebuying the story every six months. Standard for flagship operators, Pro 128 for heavier local models, and CurXor Studio — post-traction custom compute built to CurXor OS specs — for the largest open-weight models when your work demands it. Optional frontier BYOK exists; the default is still mint on metal, not API rent.
| TIER | Standard$3,999 · 64 GB UMA · pre-order | Pro 128$4,999 indicative · 128 GB UMA · roadmap · no checkout | CurXor StudioTBD · 256 GB+ UMA · horizon · no checkout |
|---|---|---|---|
| PLATFORM | MS-S1 Max · Ryzen AI Max+ 395 | Same platform · 128 GB SKU | CurXor-branded custom box |
| DEFAULT LOCAL STACK | moondream:1.8b + qwen3.5:9b | Above + qwen3-vl:8b · qwen3:14b · qwen3.6-35b:q4 | Largest open-weight models at usable quant |
| BEST FOR | Flagship desks — 3 demo-ready · daily operate | Power operators — heavier local models · dual hot-load | Horizon — largest open weights when memory demands it (no pre-order) |
| OPERATE INFERENCE | $0/mo on appliance | $0/mo on appliance | $0/mo on appliance |
Honest footnote: $0/mo operate inference = local LLM on the appliance for the operate plane (chat, planning, Forge assist). Does not include optional third-party BYOK, trading/social bridges, or your power bill.
Directional evidence (same silicon class as MS-S1): pi-local-coding-bench.dev — Strix Halo / same silicon class evidence — directional, not a guarantee on your SKU until validated.
Tier compare also on /pricing. Full doc: docs/COMPUTE-LADDER.md in storefront repo.
MS-S1 MAX unboxed (2026-06-28) — Ubuntu, CurXor OS v1.0.3, Ollama ROCm on Standard 64 (qwen3:8b · 38 tok/s measured on the founder box)
Flagship desks green on bare metal — Capital, Creator, Outreach provisioned · Flight Command live on box
CurXor OS v1.0.3 — four-pillar stack, Flight Command UI, desk crew of ten + The Forge, Crew Cafe ascension tied to Flagship desks
Agent runtime, unified comms gateways, and build-delegation queue in software
Appliance QA suite green on CurXor OS — automated and user-flow coverage on box
Storefront at curxor.ai — investor press kit, validation surfaces, waitlist + Stripe pre-order
First full run end to end on the box (2026-06-29) — eno1/eno2 captive portal + EGRESS mesh on box, unbox verification passed, operator walkthrough passed, telemetry broker on local mesh
Priority bridges green (2026-07-08/09) — Google · Alpaca paper · Bluesky · Telegram · Discord · X OAuth1 + FinTwit on founder MS-S1 (seven bridges proven; Capital paper-only)
Design partners completed remote walkthrough sessions on the founder MS-S1 (creator and trader desks) — feedback private; not a customer fleet; not closed traction
Published mesh benchmarks, production OTA fleet artifact
Desk captures on curxor.ai are from MS-S1 box — paper Capital, approval-gated Creator, honest Outreach pipeline. Priority bridges are proven on the founder MS-S1 — not a customer fleet. Live broker fills stay off until the operator flips Capital live and wires their own keys on eno2. See Terms — Software maturity.
CurXor OS ship velocity. Full history at /changelog. Current appliance: v1.0.5 (stable) · updated Aug 6, 2026.
Hardware wedge today. Platform expansion tomorrow.
NOW
EXPANSION (FORWARD-LOOKING)
OTA channel subscriptions · partner bridge marketplace · enterprise fleet + eno2 policy packs · agency white-label Forge
Power users spending $500+/mo on cloud agents can offset hardware in under 8 months vs API burn alone — assumes comparable workload; not a guarantee. Compare TCO for methodology.
The market splits between chat tabs, cloud agents with monthly rent, self-hosted home clouds, and lightweight assistant appliances. CurXor is the operator desk category: vertical digital employees for wealth, creation, and work — outcomes on metal you own, not another app store or messaging bot. Hardware is the anchor; software evolves OTA without mandatory API rent.
MS-S1 Flight Command captures — Capital paper · Creator queue · Outreach pipeline
Standard · Pro 128 · CurXor Studio — honest open-weight ladder
Open-weight frontier copy blocks for media
Four pillars, eno1/eno2, desk-crew tiers, MS-S1 validation status
Ship velocity — CurXor OS release notes
vs ClawBox, Perplexity PC, MIKY, Mac Studio, NemoClaw
Illustrative four-year spend + methodology
Hardware price + UMA guidance
Pre-order, trading disclaimers, software maturity
For deck access, diligence questions, or founder conversations
Available on request
Email hello@curxor.ai with a one-line intro; we reply with the deck and diligence links.
REQUEST INVESTOR DECKCurXor does not guarantee investment returns, trading performance, or benchmark superiority over cloud APIs. Published mesh latency benchmarks are not yet available — topology is verified on box, not sub-millisecond marketing. MS-S1 unboxed Jun 28, 2026 — by Jul 8: flagship desks, local inference, investor proof pack, and desk strips validated on Standard 64. Capital supports paper and live trading via operator-configured Alpaca bridges — strategy risk is yours. Creator and Outreach outbound actions require explicit operator approval. Preview-tier crewmates are working shells with local data — production depth ships on the appliance roadmap.
Your AI team. On a box you own.
CurXor Systems builds sovereign AI appliances that run digital employees — a desk crew on local hardware — with zero monthly API fees. curXor is the chassis name on every box — 126 TOPS NPU, 64GB unified memory, CurXor OS, and desk crew of ten + The Forge spanning wealth, work, signals, and life & family. Message your desk crew from Flight Command or Telegram, Slack, WhatsApp, and iMessage — local inference by default, integrations you configure. Pre-order at curxor.ai for $3,999.
“ChatGPT bills per token. CurXor bills once. Your alpha stays on your metal.”
