Architecture

An architectural moatUS-cloud AI cannot replicate

On-device SLM inference and privately-owned Swiss servers create a structural compliance advantage that competitors cannot acquire by policy alone.

On-Device SLM Stack
Foundation Models
Mistral 7B + Llama 3.1 8B — run entirely locally on device, no cloud synthesis required.
UBTS Fine-Tuning
Personalises to the user without raw data leaving the device. Patent-pending, filed December 2025.
Patent Pending
QLoRA + PEFT
Efficient on-device adaptation. Zero cloud dependency. Works in fully air-gapped environments.
Private Swiss Cloud
100% icebrkr-Owned Hardware
Self-hosted Swiss servers. K3s · Supabase · MinIO · HashiCorp Vault · Traefik.
Compliance by Design
nLPD + GDPR compliant. Not by policy — by architecture. icebrkr has zero access to personal data.
✕
No Anthropic. No OpenAI. No Google.
Zero third-party AI dependency. No vendor lock-in. No external model calls. Your intelligence layer is entirely yours.
🛡
Regulation-Agnostic Architecture
If GDPR tightens further, our architecture already exceeds it. If the EU AI Act expands scope, we are already inside the boundary.
⚡
Sprint Governance via VAIZ
19 SRM engineers on active sprints. Technology delivery partner Technomark. Milestone-locked contracts with contractual go-live July 2026.
🔬
Six Compliance Jurisdictions
Switzerland, EU, UK, India, US, Nepal. 18 languages at go-live. Legal architecture covering every active market from day one.
Small Language Models · On-Device AI

COMPASS SLM:
AI that evolves to autonomy.

Full IP ownership. Progressive cost reduction. 25+ languages. From cloud-supported to fully offline — without ever exposing raw data.

Mission

Build an independent SLM system with full IP ownership that evolves from cloud-supported to fully autonomous on-device operation — serving 4 distinct user personas across 25+ languages with privacy-first design and progressive cost reduction from $5.50/month to $1.00/month per user.

80%
Cost reduction
over 12 months
25+
Languages
at launch
<2s
Response latency
on-device
100%
IP ownership
icebrkr
15–30
Tokens/sec on-device
~4.5GB
Total storage footprint
<3s
Cold start app launch
AES-256
Local encryption standard
Coming Post-Launch

The hardware frontier.
Three modules. Physical world.

Smart Closet, Smart Fridge, and the Smart Delivery Hub extend COMPASS from software into physical space — all zero-knowledge, all Swiss-privacy-compliant.

Post-Launch
Smart Closet
AI Style & Wardrobe Intelligence
Core Features
  • Weather-aware outfit suggestions from your actual wardrobe, synced with calendar context
  • Family bag checklists — crèche bag, PE kit, school supplies — reset automatically each morning
  • Wardrobe inventory via RFID tags, tracked on-device — no cloud, no vendor access
  • Capsule wardrobe analysis and sustainable fashion scoring
9
Decisions/day eliminated
0
Data to cloud
Patent Filed
Smart Fridge
AI Nutrition & Inventory
Core Features
  • Facial recognition per family member — each person sees only their safe foods via LED colour guidance
  • 6 independent temperature zones (−18°C to +6°C) for produce, proteins, dairy, meals, beverages, freezer
  • RFID smart containers — 50+ simultaneous reads, expiry tracking, allergen flags, AES-256 encrypted
  • Predictive expiry alerts and automatic shopping list management
LED Allergen System
Green
Safe for you
Yellow
Dietary conflict
Red
Allergen — do not consume
22 min
Morning prep saved/day
6
Temp zones
Patent Filed
Smart Delivery Hub
Mobile Contactless Dispatch
How it Works
  • Mercedes Sprinter Hub Truck with 32 temperature-controlled smart dispenser slots (4×8 grid)
  • Contactless collection via facial recognition or QR — correct slot auto-unlocks with green LED
  • RFID chain-of-custody: tagged at kitchen → scanned at hub → synced to app → logged at pickup
  • Solar-powered cooling. GPS tracking. 11AM–2PM at office parks and residential complexes
  • Reusable container return with instant deposit refund — zero single-use packaging
32
Slots per truck
0
Human contact