SC LABS · LOCAL-FIRST OPERATIONAL AI
AI that works on the systems you already own.
ARKTOR gives AI controlled access to files, applications, browsers, Windows PCs and supported devices. Use frontier AI, a local model on suitable hardware, or both. You keep control of permissions, operational memory and the evidence used to verify important results.
INTERACTIVE DEMO · 45-SECOND WALKTHROUGH
Watch the work. Keep the control.
Can an AI safely tidy a messy Windows project folder? Walk through the four decisions that matter: inspect, request permission, act, and check the outcome.
- See the plan before any changes
- Approve or refuse the sample action
- Check the result, not just an AI claim
This is a scripted, browser-only simulation, not a live connection to your PC or a product availability claim.
Explore the real ARKTOR platform →- 01 Inspect
- 02 Approve
- 03 Act
- 04 Verify
“Please organize my project files.”
A Windows folder contains 12 sample items scattered across reports, invoices and photos. First, ARKTOR inspects what it would need to change.
Here is the proposed change.
ARKTOR would create four destination folders and assign every sample item. Nothing proceeds unless you approve.
- Reports: 4 sample items
- Invoices: 3 sample items
- Photos: 3 sample items
- Other: 2 sample items
Scope: these 12 sample files only. No deletion, external upload or changes outside the example folder.
12 example items assigned.
The browser has simulated creating four folders and sorting the sample filenames. A completed operation is not the same as a verified outcome.
No real file operations occurred. The next step checks the illustrative result against the original 12-item inventory.
Verified in this simulation.
Real ARKTOR deployments require their own scoped permissions and independent evidence. This scripted example demonstrates the decision flow only.
Request refused. Work stopped.
Your denial has ended the example before execution. No sample changes were performed.
Sample data only. No uploads, logins, external scripts, device access or visitor tracking.
REAL HARDWARE TEST · PUBLISHED EVIDENCE
A real recovery, step by step.
The simulation above shows how controlled work should feel. This second walkthrough shows what ARKTOR Rescue actually demonstrated on a physical Windows test PC, as documented in our Engineering Journal.
Evidence boundary: These are figures from one documented physical test. This is not a new benchmark and not a live rescue session. No private files, source paths or raw recovery logs are exposed here.
Start outside the installed Windows system.
The physical test PC started ARKTOR Rescue using separate recovery media. The rescue environment did not depend on the installed Windows session successfully booting.
Documented outcome: independent recovery boot on real hardware.
This step establishes the recovery environment; it does not claim repair of the installed operating system.
Inspect the Windows volume without changing it.
ARKTOR Rescue discovered and mounted the installed Windows source volume read-only before inspecting the test-user profile. The documented rescue operation did not modify the source volume.
Documented outcome: offline, read-only Windows-source inspection.
No claim is made about bypassing account credentials, unlocking BitLocker or repairing damaged filesystems.
Preserve the complete test-user profile.
ARKTOR archived the test-user profile to external rescue media. The published result contained 6,871 filesystem entries, including 4,675 regular files, and approximately 1.1 GB of profile data. Hidden application data and Edge profile structures were retained.
Documented outcome: test profile archived to separate media.
The test account held little personal content; this is a test of preservation scope and integrity, not an extraction demonstration.
Check the archive instead of trusting a success message.
The completed recovery archive was hashed using SHA-256. The full archive hash was checked again after creation and the published account reports a match.
Documented outcome: full archive SHA-256 recheck matched.
A matching archive hash establishes byte-level consistency for that artifact. It does not prove every file can be opened or that all recovery situations are supported.
FLAGSHIP · OPERATIONAL AI
One control layer between AI and the systems where work happens.
Choose the intelligence that fits the job: frontier AI, a local model on suitable hardware, or both. ARKTOR keeps the execution layer, permissions, memory and verification separate from the model itself. Explore ARKTOR →
FOCUSED PRODUCTS + RESEARCH
Built for real problems.
Some products answer a narrow technical question. Others support commercial work.

CompetitorRadar
Turn public market information into structured, traceable competitive intelligence with evidence attached — built for real competitor work, not generic summaries.
Explore CompetitorRadar
ClientRadar
Keep commercial and technical customer context together without turning the workflow into another oversized CRM.
Explore ClientRadar
Radar Tools
Focused products for hardware, models, security, privacy and activity visibility.
Browse all Radar Tools
ARKTOR Intelligence
A local-first personal assistant built on ARKTOR for project continuity, memory and verified work.
Explore ARKTOR IntelligenceLATEST VERIFIED WORK
What changed in the lab — with evidence.
PROOF + OPEN SOURCE
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.

SC Node
The public Rust proof of concept that demonstrated controlled routing, tools, permissions and audit — and helped shape the direction that followed.
Explore SC Node
SC Agent Lab
Current product evidence with explicit limits.
Open SC Agent LabWHY SC LABS
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.

BUILDER-LED PRODUCT LAB
BUILT BY SB
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.
START SMALL
Have a real workflow to test?
Start with one scoped problem, explicit permissions and a result we can verify.
QUICK ANSWERS
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.

