Technology Approach

Pressing AI intobusiness & engineering

Manufacturing decisions can't rely on an LLM improvising. Through structure, we turn complex cognition into controllable, explainable, verifiable output.

AAE
Industry Agent
Local
On-prem deploy
Audit
End-to-end audit
Reuse
Capability assets
TECHNOLOGY FOUNDATION

Platform + Four Engines

Brain, memory, voice and vision each with one job — orchestrated by the IndustriaX platform; every capability independent, composable and replaceable.

APPLICATIONS · SCENARIOS
Knowledge Q&AQuality & DefectsChange ImpactVerificationSchedulingReporting
AI AGENT WORKFLOWS
Knowledge Q&ADefect analysisChange impactVerificationPlanningReporting
INDUSTRIAX CORE
IndustriaX — Intelligence Platform
Knowledge AssetsSemantic ModelingWorkflow OrchestrationRetrieval (RAG)Local Inference
MULTIMODAL DATA
DocsTest ReportsQuality ReportsChange LogsSpecsProcess DocsQuality Data
GOVERNANCE · END-TO-END
Private deployData in-plantTraceableAuditableIsolationVersioned
Thinking & Orchestration

Brain · IndustrialMind

Unifies intent understanding, planning, memory scheduling and tool routing; the single fact source that delegates execution to the platform.

Input
User message
Orchestrate
Intent
Recall
KnowledgeProfileMemory
Assemble
Persona + Context
Output
LLMTool routing
Unified Memory

Memory · IndustrialMemory

One API over conversational memory, profiles and knowledge graphs; authoritative knowledge is curated in the KB layer, kept apart from low-trust memory.

Unified API
Memory service
Engines
ConversationProfileKnowledge graph
Stores
VectorGraphSQL
Output
Memory context
Real-time Voice (Senses)

Voice · IndustrialVoice

Real-time STT, streaming TTS and end-to-end voice chat on local inference and a single GPU, reachable via standard APIs with data kept on-prem.

Audio in
Mic stream
Streaming ASR
Speech → Text
Brain
Dialogue
Streaming TTS
Text → Speech
Audio out
Speaker
Perception & Understanding (Senses)

Vision · IndustrialVision

VL models, OCR and recognition cover defect detection, assembly-state recognition, drawing and gauge parsing, and video behavior understanding — structured into the memory platform, pushing past "seeing an anomaly" to "understanding why it happened".

Capture
Camera / Scan / Imagery
Recognize
OCR + LayoutVL Understanding
Structure
Fields / Tables / Entities
Store
To memoryLow-conf → human
CAPABILITIES

Core Technical Capabilities

Built for reliable deployment in real enterprise environments

Industrial Document Parsing

Hardened parsing of drawings, FA reports, ECN/PCN, BOM and compliance docs

Knowledge Structuring & Graphs

Reusable knowledge graphs around products, failure modes and change impact

Workflow Orchestration

Durable orchestration of multi-day, auditable, stateful processes

On-Premise Deployment

Fully air-gapped and offline-capable; data never leaves the plant

Local Small-Model Inference

Industrial reliability through structure, not scale — lowering the compute barrier

Reliable & Auditable Output

Extractive, traceable, human-handoff when unsure — abstain rather than guess

Private-First, Secure by Design

Given strict demands on data security, IP and internal process, IndustriaX supports on-premise and offline operation — sensitive data never leaves the plant, and core knowledge stays in the customer network. Every output is logged, traceable and auditable — fit for enterprise scenarios with high reliability, security and compliance demands. Clean licensing supports due diligence and white-label delivery.

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Our solution engineers can arrange a technical deep-dive session