END-TO-END DELIVERY
Applied Engineering & AI Integration Services
We partner directly with industrial operators and enterprise engineering teams across all 6 phases: from initial audit and edge design to 24/7 SLA model maintenance.
METHODOLOGY
6-Stage Engineering Delivery Lifecycle
A proven, low-risk deployment roadmap that validates data and hardware feasibility before scaling.
PHASE 01 • DISCOVER
Operational Assessment
Audit of physical infrastructure, optics, line vibration, and data feeds to define quantified ROI targets.
PHASE 02 • ARCHITECT
Edge & Cloud Design
Design resilient edge topologies, camera mountings, TensorRT pipelines, and secure API bridges.
PHASE 03 • BUILD
Model & Pipeline Eng.
Custom model weights trained on domain-specific manufacturing samples with synthetic defect augmentation.
PHASE 04 • INTEGRATE
System Interoperability
Direct PLC signaling (OPC UA / Modbus) and MES/ERP database connector synchronization.
PHASE 05 • DEPLOY
Production Staging
Zero-downtime line installation, dual-run accuracy benchmarking, and operator handover training.
PHASE 06 • IMPROVE
Continuous MLOps
Continuous confidence scoring, automated drift retraining loops, and guaranteed 24/7 SLA monitoring.
ENGINEERING PILLARS
Applied Engineering Across 6 Critical Disciplines
Deterministic system engineering focused purely on measurable efficiency, sub-millimeter precision, and zero-downtime execution.
01
Sub-Millimeter Computer Vision
High-speed line inspection (up to 1,200 PPM) identifying surface anomalies, seal integrity, and weld defects using GigE cameras and TensorRT.
FalconEyeX® Core Engine
02
Autonomous Multi-Agent AI
Deterministic DAG workflows orchestrating multi-step cross-system actions across ERP, MES, CRM, and ticketing systems without manual handoffs.
DigiHelperX® DAG Controller
03
Intelligent Document OCR
Automated parsing of multi-language bills of lading, customs declarations, and technical schematics with 99.4% field-level precision.
DocSorterAI® Transformer
04
Industrial Edge & PLC Integration
Hardware-level telemetry capture via OPC UA, MQTT, and Modbus TCP. Sub-60ms pneumatic reject triggering directly on factory edge units.
Edge IPC • Jetson Orin
05
Air-Gapped Enterprise RAG
100% on-premises vector search querying internal SOPs, equipment repair manuals, and compliance archives without external cloud exposure.
TexAnalyzerX® Vector Engine
06
Predictive Telemetry & Anomaly
Continuous vibration and thermal signal decomposition predicting mechanical bearing failure 120+ hours before catastrophic line stoppage.
SentAnalyzerX® Telemetry
SYSTEM SIZING SPECIFICATIONS
Architectural Deployment Tiers & SLAs
Deterministic deployment frameworks with transparent hardware specs, SLAs, and integration timelines.
TIER 1 ARCHITECTURE
Edge Vision Station
Dedicated sub-millimeter visual inspection node for single production lines.
Hardware: 1x Jetson Orin + 2x GigE Cameras
Latency: < 14ms edge inference
Throughput: Up to 1,200 parts/min
Lead Time: 3-5 Weeks to Production
RECOMMENDED ENTERPRISE
TIER 2 ARCHITECTURE
TIER 2 ARCHITECTURE
Agentic Business Hub
Autonomous multi-agent orchestration for cross-ERP document and workflow operations.
Architecture: Private VPC / Air-Gapped Cluster
Capacity: 50,000+ docs / hour
Integrations: SAP, Oracle, NetSuite, REST
Lead Time: 4-8 Weeks to Production
TIER 3 ARCHITECTURE
Full Smart Factory Mesh
Plant-wide computer vision grid, condition monitoring, and edge telemetry mesh.
Scope: Multi-Line Vision + IIoT Gateways
Availability SLA: 99.99% Guaranteed
Retraining: Automated Active MLOps Loop
Lead Time: 8-12 Weeks to Production
DIRECT ENGINEER ACCESS
Discuss Your Operational Architecture Challenge
Connect directly with our senior AI and systems architects. We analyze feasibility, constraints, and expected ROI before proposing a product, service, solution, or a formal deployment plan.
// STRICT SECURITY & NDA PROTOCOL
All initial technical discussions and sample data exchanges are conducted under mutual NDA safeguards.
Hangzhou: Hangzhou High-Tech District, China
GeorgeTown: Penang Industrial District, Malaysia
Direct Email: [email protected]