{
  "updated": "2026-09-16",
  "products": [
    {
      "slug": "arktor",
      "name": "ARKTOR",
      "category": "Operational AI Platform",
      "status": "PLATFORM ALPHA · PHYSICAL PROOF",
      "status_class": "verified",
      "logo": "assets/logos/arktor-brand-mark-768.webp",
      "summary": "The SC LABS operational AI platform for controlled work with real computers and devices while the human keeps authority over goals, access and consequential decisions.",
      "problem": "Useful AI often stops at advice. ARKTOR is designed to take approved work into real digital systems while keeping permission, evidence and human authority visible.",
      "capabilities": [
        "Controlled work with files, applications, browsers, computers and tested devices",
        "Replaceable local or remote AI models",
        "Independent outcome verification for important actions",
        "Product paths for portable Windows work, bootable recovery, Android and durable local memory"
      ],
      "workflow": [
        "Define the goal and allowed scope",
        "Use the ARKTOR product path that fits the system",
        "Perform approved work through bounded capabilities",
        "Verify important outcomes and return evidence"
      ],
      "limitations": [
        "General public downloads are not yet released",
        "Each product path keeps its own release gates",
        "Engineering proof does not imply universal task, hardware or platform coverage"
      ],
      "availability": "Platform alpha with strong retained Windows, Android, recovery, memory and control-layer engineering proof. Public release readiness remains product-specific.",
      "href": "arktor/",
      "software_version": "ARKTOR family alpha; Core 0.1.1; Rescue V0.1; Android 0.8.9 automotive Workbench E2E accepted; Vault 0.3.0-alpha.1",
      "release_state": "platform-alpha-current-proof-2026-09-16",
      "positioning": "Operational AI for people and organisations that want AI to perform controlled work on real digital systems rather than stop at advice.",
      "ideal_for": [
        "AI-assisted Windows and device workflows",
        "Teams that need explicit human authority and evidence",
        "Local-first workflows that may still use frontier reasoning"
      ],
      "differentiators": [
        "Operational rather than chat-only",
        "Human-controlled permissions and consequential decisions",
        "Replaceable local or remote models",
        "Physical and engineering proof across multiple product paths"
      ],
      "discovery_topics": [
        "operational AI",
        "AI agent that can use a computer",
        "local-first AI agent for Windows",
        "permission-gated computer use",
        "AI computer automation with verification"
      ]
    },
    {
      "slug": "arktor-vault",
      "name": "ARKTOR Vault",
      "category": "ARKTOR Family · Durable Local AI Memory",
      "status": "ALPHA · VERIFIED LOCAL E2E",
      "status_class": "verified",
      "logo": "assets/icons/auron-vault.svg",
      "summary": "Durable local AI memory that can survive chats, model changes and restarts while keeping source context and user control attached to what is remembered.",
      "problem": "Useful AI loses continuity when every chat starts from zero. ARKTOR Vault keeps approved knowledge reusable without silently turning every observation into permanent truth.",
      "capabilities": [
        "Durable local memory across sessions and restarts",
        "Cross-model reuse of approved knowledge",
        "Source-aware retrieval",
        "Controlled durable updates",
        "Outcome-informed reuse without silently rewriting confidence"
      ],
      "workflow": [
        "Retain approved knowledge locally",
        "Retrieve only relevant context for the current task",
        "Reuse memory across supported sessions or models",
        "Keep history and user control attached to durable updates"
      ],
      "limitations": [
        "No general public installer or signed release yet",
        "Encryption-at-rest and multi-user authorization remain future release work",
        "Automatic extraction is not treated as permission to auto-promote untrusted memory",
        "Large-history retrieval should be measured before adding unnecessary indexing complexity"
      ],
      "availability": "0.3.0-alpha.1 verified local alpha with 21/21 retained end-to-end memory tests and cross-model reuse proof.",
      "software_version": "0.3.0-alpha.1",
      "release_state": "verified-local-alpha-0.3.0-alpha.1",
      "href": "products/arktor-vault/",
      "positioning": "Durable local AI memory for workflows that need approved context to survive chats, restarts and model changes.",
      "ideal_for": [
        "Long-running AI projects",
        "Cross-session local context",
        "Cross-model reuse of approved knowledge"
      ],
      "differentiators": [
        "Local durable memory",
        "Source-aware retrieval",
        "Cross-model reuse proof",
        "Controlled updates rather than silent automatic promotion"
      ],
      "discovery_topics": [
        "persistent AI memory",
        "local AI memory",
        "cross-model AI memory",
        "AI memory with provenance"
      ]
    },
    {
      "slug": "arktor-go",
      "name": "ARKTOR Go",
      "category": "Portable ARKTOR Environment for Windows",
      "status": "ALPHA · RETAINED WINDOWS E2E",
      "status_class": "development",
      "logo": "assets/icons/auron-go-placeholder.svg",
      "summary": "Portable ARKTOR for a Windows PC that still starts: bring a controlled AI-assisted environment to inspect, organise, migrate and work without permanent remote access by default.",
      "problem": "Older Windows PCs can contain both technical problems and valuable information. ARKTOR Go brings a known, permission-bounded ARKTOR environment to the target machine so the user can inspect, organise, migrate and retain useful knowledge without rebuilding the whole AI stack on that PC.",
      "capabilities": [
        "Portable Windows x64 execution with no permanent service required by default",
        "Outbound session design with no inbound target port by default",
        "No AI-provider credential stored on the target endpoint",
        "Permission-bounded modular capabilities"
      ],
      "workflow": [
        "Start ARKTOR Go explicitly on the target PC",
        "Approve elevation only when a requested action genuinely requires it",
        "Establish the controlled outbound session",
        "Perform approved work and end the session without persistence by default"
      ],
      "limitations": [
        "Retained external-Windows proof is historical; fresh clean-PC release validation remains open",
        "Production code signing and public one-click onboarding remain release work",
        "ARKTOR Rescue is now a separate physically accepted recovery path for machines that cannot start Windows normally",
        "Windows x64 is the first target"
      ],
      "availability": "0.6.0 alpha with retained external Windows proof. Fresh public-release validation remains open after a lifecycle regression discovered during release testing.",
      "href": "products/arktor-go/",
      "software_version": "0.6.0 alpha",
      "release_state": "active-alpha-0.6.0",
      "positioning": "Portable ARKTOR for Windows PCs that still start, aimed at inspection, organisation, migration and troubleshooting without permanent remote access by default.",
      "ideal_for": [
        "PC migration and organisation",
        "Temporary support on another Windows PC",
        "Inspection or troubleshooting without permanent agent installation"
      ],
      "differentiators": [
        "Portable Windows path",
        "No permanent remote service by default",
        "No AI-provider credential stored on target endpoint",
        "Retained external Windows E2E evidence"
      ],
      "discovery_topics": [
        "portable AI assistant Windows",
        "AI PC migration",
        "AI Windows troubleshooting",
        "temporary AI computer access"
      ]
    },
    {
      "slug": "arktor-rescue",
      "name": "ARKTOR Rescue",
      "category": "ARKTOR Family · Bootable Recovery",
      "status": "PROTOTYPE · PHYSICAL E2E",
      "status_class": "verified",
      "logo": "assets/logos/arktor-family-mark-balanced-512.webp",
      "summary": "Bootable ARKTOR recovery path for Windows PCs that cannot start normally, with physically verified diagnosis and hash-verified data rescue.",
      "problem": "A broken Windows installation cannot be the only environment used to diagnose itself. ARKTOR Rescue starts separately so inspection and data preservation can happen first.",
      "capabilities": [
        "Boot independently from the installed Windows system",
        "Controlled remote diagnosis",
        "Read-only Windows inspection",
        "Complete physical profile rescue: 6,871 filesystem entries and about 1.1 GB on the tested PC",
        "Rescue archive SHA-256 reverified after creation",
        "Persistent endpoint identity and reconnect after reboot"
      ],
      "workflow": [
        "Boot from separate recovery media",
        "Establish a controlled ARKTOR session",
        "Inspect the Windows machine before changing it",
        "Recover important data and proceed to bounded repair work"
      ],
      "limitations": [
        "Continuous Rescue-to-Windows/WinPE multi-reboot handoff is not yet accepted",
        "Positive locked-BitLocker recovery case remains untested",
        "Broad destructive repair scenarios are not claimed",
        "Not a general public release"
      ],
      "availability": "V0.1 physically accepted for boot, remote diagnosis, read-only Windows inspection and verified data rescue; the accepted physical profile archive contained 6,871 filesystem entries and about 1.1 GB.",
      "href": "products/arktor-rescue/",
      "software_version": "0.1 physical prototype",
      "release_state": "physical-v0.1-accepted",
      "positioning": "Bootable ARKTOR recovery for Windows systems that cannot be trusted to start normally, with data preservation before repair.",
      "ideal_for": [
        "Windows PCs that will not boot reliably",
        "Data-first recovery before repair",
        "Support scenarios requiring read-only inspection"
      ],
      "differentiators": [
        "Independent boot environment",
        "Read-only Windows inspection",
        "Hash-verified physical data rescue",
        "Human-controlled repair boundary"
      ],
      "discovery_topics": [
        "AI Windows recovery",
        "bootable AI recovery",
        "read-only Windows data recovery",
        "AI PC rescue"
      ]
    },
    {
      "slug": "arktor-android",
      "name": "ARKTOR Android",
      "category": "ARKTOR Family · Android",
      "status": "PROTOTYPE · PHYSICAL E2E",
      "status_class": "verified",
      "logo": "assets/logos/arktor-family-mark-balanced-512.webp",
      "summary": "The Android ARKTOR product path for persistent chat, vision and controlled device capabilities under native Android permissions and human control.",
      "problem": "Android should be treated as a real product platform, not a thin chat shell or a phone-brand demo. ARKTOR Android keeps platform permissions, device limits and user authority visible.",
      "capabilities": [
        "Persistent chats and history",
        "Model switching with retained conversation context",
        "Real image and vision workflows",
        "Permission-scoped Android device capabilities",
        "Phone and automotive-class Android endpoint proof"
      ],
      "workflow": [
        "Use ARKTOR through the Android workbench",
        "Grant only the Android permissions needed for the task",
        "Run approved chat, vision or device workflows",
        "Keep device and transport evidence separate from wider claims"
      ],
      "limitations": [
        "0.8.7 remains the stable phone workbench reference",
        "0.8.9 physically accepted automotive transport, reconnect, Chat and a read-only device-tool E2E workflow over independent LTE",
        "Vehicle telemetry and safety-critical control are outside the accepted Android Workbench claim",
        "Broader Android-device coverage and public onboarding remain release work"
      ],
      "availability": "Physically validated Android workbench plus accepted 0.8.9 automotive Workbench E2E proof. Not a general public Android release.",
      "href": "products/arktor-android/",
      "software_version": "0.8.7 phone reference; 0.8.9 automotive Workbench E2E accepted",
      "release_state": "physical-workbench-e2e-accepted",
      "positioning": "ARKTOR on Android for persistent chat, vision and permission-scoped device capabilities, including physically tested phone and automotive-class endpoints.",
      "ideal_for": [
        "Android AI endpoints",
        "Persistent mobile AI chat and vision",
        "Controlled Android device workflows"
      ],
      "differentiators": [
        "Android permissions remain authoritative",
        "Persistent conversation and model switching",
        "Real vision workflows",
        "Physical phone and automotive Workbench evidence"
      ],
      "discovery_topics": [
        "Android AI agent",
        "Android AI assistant",
        "AI on automotive Android display",
        "mobile operational AI"
      ]
    },
    {
      "slug": "nova",
      "name": "ARKTOR Intelligence",
      "category": "ARKTOR Family · Local Personal Assistant",
      "status": "ACTIVE DEVELOPMENT · NO RELEASE",
      "status_class": "development",
      "logo": "assets/logos/ai-lpa-mark-768.webp",
      "summary": "The SC LABS local personal assistant built on ARKTOR for project continuity, structured personal memory, approved capability use, real work and independent verification.",
      "problem": "Chat assistants lose project continuity, while many local AI tools expose model and runtime plumbing. ARKTOR Intelligence turns the existing ARKTOR platform into one continuous personal assistant rather than creating a parallel stack.",
      "capabilities": [
        "Project and session continuity",
        "Structured personal memory",
        "Use of approved ARKTOR capabilities",
        "Independent verification before important state is treated as complete",
        "Local-first product core with replaceable external AI services where chosen"
      ],
      "workflow": [
        "Start in chat with the current project and relevant memory",
        "Recognise the project and choose an approved ARKTOR capability",
        "Perform the requested work through the existing ARKTOR runtime",
        "Read back the result independently and retain only relevant project or memory state"
      ],
      "limitations": [
        "Active product development; no general public package yet",
        "The MVP is intentionally limited to chat, continuity, memory, capability selection, execution and verification",
        "Voice, Android, media, Kanban and multi-agent features remain optional later extensions",
        "Nova, AI-LPA and earlier assistant projects are salvage sources rather than separate current architectures"
      ],
      "availability": "Active product development. The MVP core and architectural reuse rules are defined; no general public download is released.",
      "software_version": "ACTIVE DEVELOPMENT",
      "release_state": "active-development-no-release",
      "positioning": "Local-first personal assistant for people who want one AI workspace to remember projects, continue across sessions and perform verified work through ARKTOR.",
      "ideal_for": [
        "Windows users who want continuity across AI sessions",
        "Users who want structured local memory without managing runtime plumbing",
        "People who want approved AI actions to be verified before completion is claimed"
      ],
      "differentiators": [
        "Built on the existing ARKTOR platform rather than a parallel runtime",
        "Rust-first core direction",
        "No duplicate skill or Windows/Android control systems",
        "Independent read-back before mutation is treated as verified",
        "Local-first core with replaceable third-party AI services"
      ],
      "discovery_topics": [
        "ARKTOR Intelligence",
        "local personal AI assistant",
        "AI assistant with memory",
        "AI project continuity",
        "AI assistant that can use computer tools",
        "verified AI assistant"
      ]
    },
    {
      "slug": "hardwareradar",
      "name": "HardwareRadar",
      "category": "Hardware Intelligence",
      "status": "BETA CANDIDATE · MULTI-PC HISTORY",
      "status_class": "development",
      "logo": "assets/logos/hardwareradar-mark-768.webp",
      "summary": "A local Windows hardware monitor with live CPU, GPU, memory, storage and sensor views, NVMe lifetime guidance, bilingual UI, a portable executable and an integrated offline installer candidate.",
      "problem": "Windows hardware information is fragmented across vendor utilities, generic monitors and buying guides. HardwareRadar combines live local telemetry with practical interpretation.",
      "capabilities": [
        "Live CPU, GPU, memory, storage, network and sensor visibility",
        "Mainboard, BIOS and NVMe SMART/lifetime views",
        "LibreHardwareMonitor, psutil and optional separately installed PawnIO 2.2.0 integration",
        "Portable executable and integrated per-user Setup build"
      ],
      "workflow": [
        "Collect local hardware and sensor data",
        "Normalize the available readings",
        "Explain system state and hardware fit",
        "Use trends and comparisons for upgrades or troubleshooting"
      ],
      "limitations": [
        "PawnIO is no longer bundled or redistributed; public release now depends on validating the exact rebuilt unbundled candidate on a clean second Windows machine",
        "The exact rebuilt candidate still needs clean-machine install, first-launch, restart, standby/resume, Secure Boot, Memory Integrity, uninstall and reduced-mode validation",
        "The application and outer installer are not yet code-signed, and final Start-menu/Desktop shortcut and application-icon polish remains"
      ],
      "availability": "1.1.0-beta.2 is a beta candidate. Earlier real-world validation spans four Windows PCs across desktops, laptops, Windows 10, Windows 11, dedicated-GPU and non-dedicated-GPU systems, but the exact rebuilt unbundled candidate still needs its clean second-machine release gate. Public download remains disabled until that validation, signing, packaging and remaining release-specific Windows checks pass.",
      "software_version": "1.1.0-beta.2",
      "release_state": "beta-candidate-1.1.0-beta.2-release-gated",
      "validation_history": "Radar-family real-world test history includes four Windows PCs: two desktops, two laptops, Windows 10 and Windows 11, with and without dedicated GPUs. Current release readiness remains build-specific.",
      "positioning": "Local Windows hardware intelligence for understanding system condition, capacity and suitability for demanding workloads such as local AI.",
      "ideal_for": [
        "PC owners and builders",
        "Support teams",
        "Users assessing local-AI hardware fit"
      ],
      "differentiators": [
        "Live local telemetry",
        "Hardware health and lifetime context",
        "Portable/local operation",
        "Practical interpretation rather than specifications alone"
      ],
      "discovery_topics": [
        "Windows hardware monitor",
        "local AI hardware readiness",
        "PC health monitor",
        "GPU VRAM AI readiness"
      ]
    },
    {
      "slug": "competitorradar",
      "name": "CompetitorRadar",
      "category": "Competitive Intelligence",
      "status": "ALPHA · ACTIVE DATA WORK",
      "status_class": "public",
      "logo": "assets/logos/competitorradar-mark-768.webp",
      "summary": "Local-first competitive intelligence for structured public-source monitoring, product and partner discovery, evidence review, newcomer detection and traceable change history.",
      "problem": "Competitive research becomes unmanageable when findings live in spreadsheets, browser tabs and untraceable summaries. CompetitorRadar keeps sources, timestamps and review decisions attached.",
      "capabilities": [
        "Approved-source monitoring and structured crawls",
        "Product, partner, channel, price and newcomer views",
        "Evidence URLs and crawl timestamps",
        "Review-gated activation, SQLite history and Obsidian export"
      ],
      "workflow": [
        "Define competitors and approved sources",
        "Collect pages and classify findings",
        "Review evidence before activating changes",
        "Compare history and export approved intelligence"
      ],
      "limitations": [
        "Coverage depends on source accessibility and quality",
        "Claims remain unverified until reviewed",
        "Some vendors still require improved PDF and document acquisition"
      ],
      "availability": "Functional alpha used for active evidence-based competitive-intelligence work. Data-quality and closeout work remain ongoing.",
      "software_version": "ALPHA",
      "release_state": "alpha",
      "positioning": "Evidence-linked competitive intelligence for repeated public-source market monitoring and reviewable change tracking.",
      "ideal_for": [
        "Technical sales and strategy teams",
        "Repeated competitor monitoring",
        "Product, partner and channel intelligence"
      ],
      "differentiators": [
        "Source URLs and crawl timestamps retained",
        "Review-gated findings",
        "Structured history instead of untraceable summaries",
        "Local-first workflow"
      ],
      "discovery_topics": [
        "competitive intelligence software",
        "AI competitor monitoring",
        "evidence-based market intelligence",
        "competitor tracking tool"
      ]
    },
    {
      "slug": "llmradar",
      "name": "LLMRadar",
      "category": "Model Intelligence",
      "status": "BETA · 50/50 CHECKS PASS",
      "status_class": "public",
      "logo": "assets/logos/llmradar-mark-768.webp",
      "summary": "A local-first Windows model advisor and benchmark cockpit that detects hardware and AI runtimes, separates local, downloadable and cloud options, and recommends models for practical workflows.",
      "problem": "Model selection is dominated by broad benchmarks and marketing. LLMRadar focuses on whether a model actually fits the user’s hardware, privacy needs and task.",
      "capabilities": [
        "Rust-based local hardware probe integrated with the Windows application",
        "Ollama, LM Studio and local AI-tool runtime detection",
        "Goal-based recommendations for coding, chat, reasoning, vision, memory and agents",
        "Deep German and English localization plus Setup and portable ZIP release artifacts"
      ],
      "workflow": [
        "Describe the task and available hardware",
        "Apply privacy and provider constraints",
        "Compare suitable model options",
        "Use the recommendation as a routing decision, not an absolute score"
      ],
      "limitations": [
        "The current Windows packages are not code-signed",
        "Recommendations remain guidance tied to the local catalogue and detected hardware",
        "Windows 10, second-PC, AMD/Intel GPU, fresh-profile, full packaging/install/uninstall and remaining UI validation are still open release gates",
        "Model installation and deletion remain deliberately outside the current scope"
      ],
      "availability": "0.3.0-beta.4 is a testable beta with 50/50 product and regression checks recorded as passing and successful CPU/RAM fallback validation after the reproduced GPT-OSS 20B GPU-load failure. It is not public-download-ready; Windows 10, second-PC, AMD/Intel GPU, fresh-profile, full packaging/install/uninstall and remaining UI validation are still open.",
      "software_version": "0.3.0-beta.4",
      "release_state": "testable-beta-0.3.0-beta.4-release-gated",
      "validation_history": "Radar-family real-world test history includes four Windows PCs: two desktops, two laptops, Windows 10 and Windows 11, with and without dedicated GPUs. Current release readiness remains build-specific.",
      "positioning": "Hardware-first model intelligence for choosing local or cloud AI models from the task, privacy needs and actual PC capabilities outward.",
      "ideal_for": [
        "Local AI users",
        "Teams comparing model options",
        "Windows users choosing models for coding, chat, reasoning or vision"
      ],
      "differentiators": [
        "Detected hardware and runtime context",
        "Separates installed, downloadable and cloud options",
        "Goal-based recommendations",
        "Benchmarks practical model routes"
      ],
      "discovery_topics": [
        "local LLM selector",
        "which AI model can my PC run",
        "AI model recommendation tool",
        "local AI benchmark"
      ]
    },
    {
      "slug": "malwareradar",
      "name": "MalwareRadar",
      "category": "Local Security Visibility",
      "status": "ALPHA · MULTI-PC VALIDATED",
      "status_class": "development",
      "logo": "assets/logos/malwareradar-mark-768.webp",
      "summary": "A local Windows security cockpit that converts system evidence into calm, reviewable findings, explains uncertainty and offers controlled actions with preview, confirmation, logging and undo where supported.",
      "problem": "Security utilities often hide evidence or use alarming scores. MalwareRadar is designed to show what was observed, why it matters and what reversible next step is reasonable.",
      "capabilities": [
        "Windows Defender, firewall, processes, services, startup, network, browser, apps and system-setting visibility",
        "False-positive-hardened classifications and calm finding language instead of raw-data alarms",
        "Customer and IT reports with actual evidence, reasons and failed-action explanations",
        "Setup and portable 2.0.0-alpha artifacts verified with 40/40 safety and 26/26 classification tests passing"
      ],
      "workflow": [
        "Collect local system evidence without changing the machine",
        "Classify observations by ownership, publisher, runtime and behaviour",
        "Group raw data and promote only evidence-backed findings",
        "Let the user review, trust locally or follow reversible guidance"
      ],
      "limitations": [
        "It is not antivirus and does not claim malware certainty",
        "Read-only and user-approved evidence cannot replace deep forensic or kernel analysis",
        "Unknown or context-dependent software still requires human review",
        "Final installer, Start-menu/Desktop shortcut, application-icon and release-packaging polish remains before public distribution"
      ],
      "availability": "Validated alpha across four real Windows PCs spanning desktops, laptops, Windows 10, Windows 11, dedicated-GPU and non-dedicated-GPU systems. Public distribution remains disabled while final installer, launch integration and security-product release packaging are completed.",
      "software_version": "2.0.0-alpha",
      "release_state": "validated-alpha-2.0.0-release-gated",
      "validation_history": "Radar-family real-world test history includes four Windows PCs: two desktops, two laptops, Windows 10 and Windows 11, with and without dedicated GPUs. Current release readiness remains build-specific.",
      "positioning": "Local Windows security visibility that turns system evidence into calm, reviewable findings instead of treating every unknown signal as malware.",
      "ideal_for": [
        "Windows support and power users",
        "Security triage before disruptive action",
        "Users who want evidence before remediation"
      ],
      "differentiators": [
        "Evidence-first findings",
        "False-positive-aware language",
        "Local inspection",
        "Controlled and reversible actions where supported"
      ],
      "discovery_topics": [
        "Windows security visibility",
        "local malware analysis tool",
        "security evidence Windows",
        "process security review"
      ]
    },
    {
      "slug": "privacyradar",
      "name": "PrivacyRadar",
      "category": "Privacy Intelligence",
      "status": "BETA · 18 CHECKS PASS",
      "status_class": "public",
      "logo": "assets/logos/privacyradar-mark-768.webp",
      "summary": "A portable read-only Windows privacy application that inventories installed software, startup entries, capability permissions and selected privacy settings, then explains evidence-linked findings and safe next steps in plain language.",
      "problem": "Windows privacy state is fragmented across app inventories, permissions, startup locations and system settings. PrivacyRadar brings those sources into one local, evidence-linked review surface.",
      "capabilities": [
        "Installed Win32 and AppX inventory with improved packaged-app names",
        "Registry and Startup-folder inventory plus capability-permission identity matching",
        "Eight Windows privacy checks, previous-baseline changes and contextual action panels",
        "Search, safe Settings links, redacted HTML reports and 18 automated validation gates"
      ],
      "workflow": [
        "Run the portable read-only scan without administrator rights",
        "Review applications, startup entries, permissions and privacy settings",
        "Inspect prioritized findings and changes against the previous local baseline",
        "Open the relevant Windows Settings page or export a redacted local report"
      ],
      "limitations": [
        "Some Windows packages still expose technical or resource-based names",
        "Classic desktop permissions are not exposed through one complete Windows source",
        "Change detection compares one previous local baseline rather than a full timeline",
        "Second-device and Windows 10 validation, normal-user download/launch and privacy-safe release screenshots remain open before public release"
      ],
      "availability": "Portable 0.3.8 beta candidate with 18 automated checks passing and supporting local smoke validation. It remains a testable beta, not a public-download-ready release; current-build second-device/Windows 10, normal-user launch and privacy-safe release screenshot gates remain open.",
      "software_version": "0.3.8-beta",
      "release_state": "testable-beta-0.3.8-release-gated",
      "validation_history": "Radar-family real-world test history includes four Windows PCs: two desktops, two laptops, Windows 10 and Windows 11, with and without dedicated GPUs. Current release readiness remains build-specific.",
      "positioning": "Portable read-only Windows privacy intelligence that brings software, startup, permissions and selected privacy settings into one evidence-linked review.",
      "ideal_for": [
        "Privacy-conscious Windows users",
        "Support teams",
        "Users auditing a PC before changing settings"
      ],
      "differentiators": [
        "Read-only local scan",
        "No administrator rights required for normal scan",
        "Evidence-linked findings",
        "Safe Windows Settings handoff"
      ],
      "discovery_topics": [
        "Windows privacy audit tool",
        "local privacy scanner Windows",
        "app permissions audit",
        "Windows telemetry privacy"
      ]
    },
    {
      "slug": "trackerradar",
      "name": "TrackerRadar",
      "category": "Tracking & Telemetry Intelligence",
      "status": "ALPHA · CONTROL PATH VERIFIED",
      "status_class": "public",
      "logo": "assets/logos/trackerradar-mark-768.webp",
      "summary": "A portable Windows visibility and safe-control application for process and network activity, file-access evidence, autostarts, change history and narrowly scoped reversible interventions.",
      "problem": "Users rarely know which applications communicate in the background or which startup entries changed. TrackerRadar makes those signals reviewable and adds narrow, reversible controls instead of automatic blocking.",
      "capabilities": [
        "Local process, network, startup, file-access and change monitoring",
        "Application-specific outbound firewall blocking after explicit UAC approval",
        "Exact rule-state detection and restore only with a matching Change Vault record",
        "Six views, DE/EN localization, portable packaging and verified no-residue rollback"
      ],
      "workflow": [
        "Scan and review local background, network and startup evidence",
        "Select a supported finding and explicitly request a control action",
        "Approve the protected action through the visible Windows UAC dialog",
        "Review the Change Vault and use Undo to restore the supported original state"
      ],
      "limitations": [
        "No automatic blocking, cleanup or removal of Windows components",
        "It is not antivirus and does not promise protection against every tracker or malware sample",
        "Second-machine clean-checkout validation and current screenshots remain open before public release",
        "Final public packaging and release documentation remain open"
      ],
      "availability": "0.5.5-alpha is a testable alpha for controlled evaluation. It is not public-download-ready; second-machine clean-checkout validation, final public packaging and current screenshots remain open.",
      "software_version": "0.5.5-alpha",
      "release_state": "testable-alpha-0.5.5-release-gated",
      "validation_history": "Radar-family real-world test history includes four Windows PCs: two desktops, two laptops, Windows 10 and Windows 11, with and without dedicated GPUs. Current release readiness remains build-specific.",
      "positioning": "Local Windows process, network, startup and change visibility with narrowly scoped reversible controls.",
      "ideal_for": [
        "Users investigating background connections",
        "Support teams reviewing autostarts",
        "Privacy-conscious Windows power users"
      ],
      "differentiators": [
        "Process-to-network visibility",
        "Change history",
        "Explicit UAC for protected actions",
        "Undo path for supported controls"
      ],
      "discovery_topics": [
        "Windows network activity monitor",
        "app internet connections Windows",
        "startup change monitor",
        "tracker visibility Windows"
      ]
    },
    {
      "slug": "clientradar",
      "name": "ClientRadar",
      "category": "Sales Intelligence",
      "status": "ALPHA · INSTALLED BUILD VERIFIED",
      "status_class": "development",
      "logo": "assets/logos/clientradar-mark-768.webp",
      "summary": "A local-first sales-intelligence application for keeping commercial and technical customer context, opportunities and follow-ups together without becoming another oversized CRM.",
      "problem": "General CRM systems add process overhead but still fail to preserve the technical context behind an opportunity. ClientRadar focuses on the information a technical seller actually needs.",
      "capabilities": [
        "Structured customer and opportunity context",
        "Technical requirement and note capture",
        "Follow-up and pipeline visibility",
        "Installed Windows application baseline 1.0.14"
      ],
      "workflow": [
        "Create a customer or opportunity record",
        "Capture commercial and technical context",
        "Record decisions, risks and next actions",
        "Review the focused pipeline without unrelated CRM modules"
      ],
      "limitations": [
        "A clean, reproducible release baseline still needs to be finalized",
        "Microsoft sign-in and broader end-user reliability still require controlled validation",
        "Installer/uninstall metadata still contains an older version label",
        "It is intentionally not a full enterprise CRM"
      ],
      "availability": "Installed Windows build 1.0.14 is verified. A clean reproducible release baseline, sign-in validation and broader end-user reliability checks remain open.",
      "software_version": "1.0.14 installed build",
      "release_state": "installed-1.0.14-validation-open",
      "positioning": "Focused local sales intelligence for technical solution selling, keeping commercial and technical customer context together without a full enterprise CRM.",
      "ideal_for": [
        "Technical sales",
        "Complex B2B opportunities",
        "Customer context where technical requirements matter"
      ],
      "differentiators": [
        "Commercial and technical context together",
        "Local-first focused workflow",
        "Opportunity and follow-up visibility",
        "Intentionally smaller than a full CRM"
      ],
      "discovery_topics": [
        "sales intelligence for technical sales",
        "local CRM alternative",
        "technical customer intelligence",
        "B2B opportunity context"
      ]
    },
    {
      "slug": "buildradar",
      "name": "BuildRadar",
      "category": "Build & Release Intelligence",
      "status": "CONCEPT · NO IMPLEMENTATION",
      "status_class": "concept",
      "logo": "assets/icons/buildradar-icon.svg",
      "summary": "A future release-readiness cockpit for build status, tests, packaging, artifacts and deployment checks in one focused view.",
      "problem": "Small projects often rely on scattered scripts and memory for release readiness. BuildRadar would make the path from source to tested installer visible.",
      "capabilities": [
        "Planned build and test status overview",
        "Planned release-readiness checklist",
        "Planned artifact and version history",
        "Planned packaging and smoke-test evidence"
      ],
      "workflow": [
        "Read project and build metadata",
        "Run or import approved verification results",
        "Show missing release requirements",
        "Retain artifacts and evidence for the release decision"
      ],
      "limitations": [
        "Future concept; no product implementation is claimed",
        "Would require per-project adapters",
        "Automated release actions must remain approval-gated"
      ],
      "availability": "Future concept only.",
      "software_version": "FUTURE CONCEPT",
      "release_state": "future-concept",
      "href": "products/buildradar/",
      "positioning": "Future concept for a focused build and release-readiness cockpit; no implementation is currently claimed.",
      "ideal_for": [
        "Future small-team release workflows"
      ],
      "differentiators": [
        "Concept only; explicit no-implementation boundary"
      ],
      "discovery_topics": [
        "release readiness dashboard",
        "build status cockpit"
      ]
    }
  ],
  "product_areas": [
    {
      "id": "arktor",
      "name": "ARKTOR",
      "label": "Operational AI",
      "href": "arktor/",
      "description": "Flagship operational AI family with product paths for a local personal assistant, portable Windows work, bootable recovery, Android endpoints and durable local memory."
    },
    {
      "id": "radar-tools",
      "name": "Radar Tools",
      "label": "Focused Products",
      "href": "products/#radar-tools",
      "description": "Independent tools for hardware, models, security, privacy, activity, competitors and customer context."
    }
  ],
  "evidence": {
    "name": "SC Agent Lab",
    "href": "products/agent-lab/",
    "role": "Public proof and evidence centre; not a product.",
    "open_source_history": {
      "name": "SC Node",
      "href": "products/sc-node/",
      "role": "Open-source Rust proof of concept that helped shape the ARKTOR direction; not a current ARKTOR product."
    }
  },
  "machine_discovery": {
    "purpose": "Structured SC LABS product data for search, crawlers, LLMs and technical evaluators.",
    "flagship": "ARKTOR",
    "positioning": "SC LABS builds local-first, evidence-led AI products. ARKTOR is the flagship operational AI family for controlled work on real computers and devices under human authority, with ARKTOR Intelligence as its local personal-assistant product.",
    "claim_policy": "Engineering proof, product maturity and public-release readiness are separate claims. Discovery topics describe genuine product relevance and are not universal compatibility claims.",
    "machine_resources": {
      "llms": "https://sclabs.uk/llms.txt",
      "arktor_facts": "https://sclabs.uk/arktor/product-facts.json",
      "arktor_llms": "https://sclabs.uk/arktor/llms.txt",
      "proof": "https://sclabs.uk/products/agent-lab/"
    }
  }
}
