On-device LLM
AI That Works
Where Cloud Can't Reach
Offline · Security · Cost — solved in one solution. Runs on Samsung Galaxy devices with zero network dependency.
80%+
Cloud API Cost Reduction
<1.2s
On-Device Response
0
0 Data Leaks
5+
Industries Validated
80%+
Cloud API Cost Reduction
<1.2s
On-Device Response
0
0 Data Leaks
5+
Industries Validated
Why On-Device AI,
Why Now?
Three real problems from the field — solved together.
100%
Fully Offline
Operates independently on device with no network — underground, remote, or air-gapped environments.
Zero
No Data Leaks
All queries and responses stay on-device. External server transmission completely blocked.
80%+
Cost Reduction
SLM + Local RAG cuts Cloud API token costs dramatically. Auto-switches to cloud when online.
Knox
Enterprise Security
Samsung Knox security layer + encrypted OTA deployment for full enterprise compliance.
Industry Use Cases
Instant field manual lookup with AI diagnostics guiding repair procedures. Fully offline.
Manufacturing
+30% First-Time Fix Rate
Natural-language inventory queries and automated ordering. Supports unstable warehouse Wi-Fi.
Retail & Logistics
80%+ API Cost Reduction
Classified document AI search in air-gapped environments. Zero external data transmission.
Finance & Government
100% Compliance Met
Offline AI tutor with automatic learner assessment and personalized support — including remote areas.
Education
+40% Engagement Rate
Instant SOP lookup in communication-blackout field conditions. Emergency protocol streaming.
Defense
Golden Time Secured
Cloud · on-premise · general LLM SI — problems each can't solve, solved simultaneously.
Why TecAce Is the Only Option
Fully Offline
Cloud AI needs internet, we don't.
Standalone Mobile
All queries and responses stay on-device. External server transmission completely blocked.
Hybrid Intelligence
Seamlessly switches between On-Device and Cloud
Full-Stack 4-Tier Architecture
Mobile Client → Backend API → Admin Console + OTA deployment pipeline
Layer 1
Mobile Client
On-Device Processing
SLM Generator
Offline responses — Gemma3, Qwen lightweight models
SLM Generator
Local vector DB · Document context, fully offline
SLM Generator
On-Device STT/TTS
Layer 2
Backend API
Samsung Knox Security
Auth & RBAC
Authentication/authorization — Knox security layer
Device Management
Device/group management · MDM integration
Models & Docs API
SLM version management + document vectorization
Layer 3
Admin Console
Management Web UI
Document Upload & Deploy
PDF indexing / group OTA deployment
Device Group Management
Device Group Management
Usage Analytics Dashboard
Hit rate · unanswered query real-time monitoring
Hybrid Connection — Core Differentiator
Auto-switches between On-Device ↔ Cloud LLM based on network. No user action, no interruption.
Offline Secure
On-Device Mode
Hybrid Connection
Online
High Performance
Cloud Mode
Use Case Examples
Summarize and categorize call conversation fast and securely
Handles FAQ, product recommendations, and store navigation via voice
Operates without needing internet or server infrastructure
