Quality Inspection &
Vision AI
RDP is building India’s sovereign on-premise Quality Inspection & Vision AI platform for manufacturing — purpose-built GPU infrastructure, industrial vision software, and validated AI models for automated defect detection, dimensional inspection, and.
Why Quality Inspection & Vision AI, Why Now
India’s manufacturing sector contributes 17% of GDP and is scaling under Make in India, PLI schemes, and global supply chain diversification. Yet quality inspection in.
Target Segments
Automotive & Auto Components
OEMs and Tier 1/2 suppliers — surface defect detection, dimensional verification.
Electronics & Semiconductor
PCB inspection, solder joint analysis, chip packaging defects, and component placement.
Pharmaceutical & FMCG
Packaging inspection, label verification, fill-level detection, and contamination.
Metal & Heavy Engineering
Casting defect detection, machined surface quality, forging inspection, and NDT image.
Textile & Apparel
Fabric defect detection, colour consistency, pattern matching, and garment quality.
Energy & Utilities
Power generation, oil & gas, mining, water treatment, renewable energy
Full Stack Architecture
Three integrated layers — hardware, software, and AI — purpose-built for manufacturing at institutional, state, and national scale.
INTELLIGENCE — Vision AI Models
Defect Detection · Dimensional AI · Surface Analysis · Assembly Verify · Anomaly Scoring
SOFTWARE — Vision AI Platform
Camera Manager · Image Pipeline · MES Interface · SPC Dashboard · Annotation Tool · ISV Apps
HARDWARE — RDP Proprietary Infrastructure
AI-POD · Vision GPU Server · Image Storage · Lossless Fabric · Line-Side Edge · HA Cluster
RDP Proprietary Infrastructure
| Component | RDP SKU | Inspection Role | Key Specification |
|---|---|---|---|
| Compute Node | RDP AI-POD (Rack Scale) | Central AI for model training and multi-line inference | 8× GPU per node, NVLink |
| Vision Server | RDP Vision AI SKU | Real-time defect detection at line speed from multi-camera feeds | A100 / L40S — configurable |
| Image Store | RDP NVMe All-Flash Array | High-speed capture, defect image archive, and training datasets | Up to 500 TB, 10 GB/s |
| Network Fabric | RDP Lossless Fabric | Low-latency interconnect across production lines and vision stations | 100GbE / 400GbE |
| Line-Side Edge | RDP Inference Edge | Per-station AI inference at production line speed | Ruggedised, IP65 rated |
Vision AI Platform
NVIDIA DeepStream
GPU-accelerated video analytics pipeline for multi-camera inspection
OpenCV / Halcon
Industrial computer vision libraries for image processing and measurement
Label Studio
Open-source image annotation tool for defect dataset creation
MLflow / Kubeflow
Model lifecycle — training, versioning, A/B testing, deployment
NVIDIA Triton Server
High-throughput model serving for inline inspection workloads
OPC UA / MQTT
Industrial protocol connectivity for MES and PLC integration
Surface Defect Detection
Scratch, dent, crack, stain, and discolouration detection on any surface type
Dimensional Inspection AI
AI-assisted measurement, GD&T verification, and tolerance compliance
Assembly Verification
Presence/absence detection, component orientation, and assembly completeness
Weld & Joint Inspection
Weld bead quality, solder joint classification, and adhesive coverage analysis
Label & Print Verification
OCR, barcode validation, label placement, and packaging completeness
Anomaly Detection
Unsupervised learning for unknown defect types without pre-labelled training data
Pre-Validated AI Models
| Inspection Domain | Model Type | Application | Performance |
|---|---|---|---|
| Surface Defect | CNN + Segmentation | Pixel-level defect detection, classification, and sizing on metal, plastic, glass, textile | 99.9% detection, <0.01% false reject |
| Dimensional | Keypoint Detection | AI-assisted measurement, alignment, and GD&T compliance verification | Sub-pixel accuracy, ±0.02mm |
| Assembly | Object Detection + Logic | Component presence, orientation, sequence, and completeness verification | 99.95% pass/fail accuracy |
| Weld Quality | Semantic Segmentation | Weld bead geometry, porosity, undercut, spatter, and burn-through detection | 95% weld class accuracy |
| Anomaly | Autoencoder + GAN | Unsupervised anomaly scoring for unknown defect types on new product lines | Detects novel defects at launch |
| OCR / Print | CRNN + Attention | Label text recognition, barcode decode, and print quality scoring | 99.8% character accuracy |
Deployment Configurations
Three pre-validated tiers — each with hardware, software, AI models, and RDP SLA support. Custom BOQ on request.
Starter
Single Line / Cell
Professional
Multi-Line Factory
Enterprise
Multi-Plant Enterprise
End-to-End on Sovereign Infrastructure
Complete pipeline from data ingestion to actionable intelligence — every step on RDP infrastructure.
CAPTURE
PROCESS
INFERENCE
CLASSIFY
DECISION
DASHBOARD
Build With Us · Sell With Us
RDP’s Manufacturing AI platform is designed for India’s ecosystem. We’re inviting technology and channel partners, and direct inquiries from organisations.
Technology Partners
- Certify your inspection AI on RDP GPU infrastructure
- Access vision labs for model validation
- Joint go-to-market with RDP manufacturing team
- Co-branded solution briefs for OEM procurement
- Camera and lighting integration support
Channel Partners
- Sell complete quality inspection AI solutions
- Pre-configured line-side deployment packages
- RDP-backed implementation & SLA support
- Partner margins on hardware + software + services
- Manufacturing sales training & certification
Manufacturers
- Schedule a vision AI workshop with sample parts
- Request a proof-of-concept on your production line
- Get a custom Bill of Quantities
- Evaluate starter tier on single inspection station
- PLI / Make in India procurement support
India’s Sovereign Manufacturing AI Infrastructure
Make in India Hardware
All RDP systems designed and assembled in India. PLI 2.0 aligned for manufacturing sector.
Production Data Sovereign
Manufacturing data, quality records, and AI models stay on-premise. Zero cloud dependency.
ISO 9001 Certified
RDP infrastructure ISO 9001 certified. Built for quality-critical manufacturing environments.
PLI 2.0 Ready
Production-linked incentive scheme aligned. Eligible for government manufacturing programmes.
5-Year Lifecycle Commitment
Hardware support, AI model updates, and continuous improvement throughout lifecycle.
Full Stack — Single OEM
Servers, storage, networking, software, and AI from one Indian OEM. One BOQ, one SLA.
Regulatory Alignment
| Standard | Scope | RDP Coverage |
|---|---|---|
| IATF 16949 | Automotive Quality | SPC, PPAP, and control plan support for automotive quality management |
| ISO 9001 | Quality Management | Process documentation, audit trail, and continuous improvement support |
| 21 CFR Part 11 | Pharma Data Integrity | Electronic signatures, audit trails, and WORM storage for pharma inspection |
| GMP / cGMP | Pharma Manufacturing | Validated inspection processes for pharmaceutical production lines |
| IPC-A-610 | Electronics Assembly | Acceptability criteria support for electronic assembly inspection |
| MeitY / BIS | Indian Standards | BIS-certified hardware, MeitY-recognised Indian OEM manufacturer |
Projected Impact
| Metric | Before RDP AI | After RDP AI | Impact |
|---|---|---|---|
| Defect escape rate | 2–5% (manual) | <0.1% (AI) | 50× reduction |
| Inspection coverage | 10–20% sampling | 100% inline | Full coverage |
| Rework costs | 15–20% of production | —5–8% | 40–60% savings |
| Inspector dependency | 24×7 staffing | AI-automated | 70% labour reduction |
| Time to detect | End of line | Inline, real-time | Immediate feedback |
| Data sovereignty | Cloud vision risk | 100% on-premise | Zero IP leakage |
Ready to Build Manufacturing AI Capability?
From pilot to production — RDP designs, builds, and deploys sovereign AI infrastructure for India’s manufacturing ecosystem.
Trademark Notice: All product names, logos, and brands mentioned are property of their respective owners. NVIDIA, CUDA, L40S, A100, H100, H200 are trademarks of NVIDIA Corporation. Use is for identification only.
Disclaimer: RDP Technologies provides AI compute infrastructure and does not provide manufacturing process control, quality certification, or safety-critical system guarantees. AI models must be independently validated per applicable BIS and industry standards.
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