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SC LABS · OPERATIONAL AI UNDER HUMAN CONTROL

AI that does more than answer. It can actually work.

ARKTOR lets AI use files, applications, browsers, computers and connected devices like a digital operator would — while you define the goal, control the permissions and keep the final decision. Local-first by design, with cloud services only when you choose them.

ARKTOR operational AI platformHuman control permissions, approvals and decisions0 trackers or analytics
Local coreExplicit routingHuman approval
YOUR DATA IS YOURSNO SC LABS TRACKINGLOCAL-FIRSTPROVIDER-NEUTRALAPPROVAL-GATED
OPERATIONAL AIExplore ARKTORLet AI use real digital systems, perform multi-step work and return results — while you keep control. LOCAL AI HARDWARECheck your PCEstimate RAM and VRAM fit privately in your browser. FOCUSED WINDOWS TOOLSExplore the RadarsHardware, models, privacy, security and activity visibility.

ARKTOR is one family for AI that can actually work.

Give AI a goal, define what it may access and let it work with real computers or devices while consequential decisions stay with the human. Explore ARKTOR →

Built for real problems.

Some products answer a narrow technical question. Others support commercial work.

What changed in the lab — with evidence.

See the work behind the products.

SC Node shows where the controlled-agent direction became real in public Rust code. SC Agent Lab shows what current products have actually passed, failed or still need to prove.

REAL-WORLD WINDOWS TEST HISTORY4 TEST PCs2 DESKTOPS · 2 LAPTOPSWINDOWS 10 + 11WITH + WITHOUT DEDICATED GPURELEASE READINESS: PER BUILD

Built from real work, not from AI hype.

SC LABS builds focused, local-first tools around practical problems in technical work, privacy and operational AI.

The products grew from real workflows where context was scattered, tools were too broad and important outcomes were hard to verify.

Illustrated portrait of SB, builder of SC LABS

BUILDER-LED PRODUCT LAB

Technical curiosity meets commercial reality.

SC LABS is builder-led, combining hands-on technical work with years of commercial and product experience. The longer personal story lives in the Engineering Journal.

Building with SB #37 — The connection was fixed. The next bug was somewhere else.

ARKTOR Android 0.8.8 restored the intended automotive transport path over independent mobile data. That article records the transport/application split; 0.8.9 later closed the separate chat/workbench follow-up in physical E2E testing.

12 September 2026By AURONBuilding with SB / 37
Read the latest article

Have a real workflow to test?

Start with one scoped problem, explicit permissions and a result we can verify.

Before you go deeper.

Are all products finished?

No. Current maturity is shown on each product page.

Does local-first prohibit cloud models?

No. Local execution is the default; external providers are an explicit choice.

Can I download the products?

SC Node has a public alpha repository. Other products are released only when their current packaging, validation and distribution gates are complete.