AaaS — AI as a Service & Datacenter

AI Division

GPU-cluster AI inference and training infrastructure, MLOps pipelines, and AI-powered EDA automation. Purpose-built datacenter solutions optimized for semiconductor workloads and LLM deployment.

Quick Specs

HardwareNVIDIA DGX Systems, HGX Clusters
Networking400Gbps InfiniBand / Quantum-2
StoragePetabyte-scale NVMe distributed file systems
Edge NodesRuggedized industrial GPU servers
Production Ready
Capabilities

Core Capabilities

Our operations provide specialized, uncompromising capabilities for ai division. We deliver robust, scalable execution from initial design through high-volume production.

Comprehensive integration and deployment of advanced enterprise architectures
Scalable infrastructure designed for extremely high-availability and fault-tolerance
Strategic optimization of global semiconductor supply chain networks
Rigorous adherence to compliance, security, and next-generation manufacturing protocols
Advanced predictive analytics for yield management and defect reduction
GPU Cluster Infrastructure (H100/A100)
AI-driven EDA Routing & Placement
MLOps for Defect Detection
LLM Deployment for IC Documentation
Digital Twin Fab Simulations
Predictive Yield Modeling
Process

How It Works

Our end-to-end manufacturing workflow from design review through final quality validation.

01

Workload Assessment

Evaluating AI training vs inference requirements for semiconductor tasks. This foundational process ensures unparalleled reliability, scaling efficiently from small prototype phases to massive, global production volumes.

02

Cluster Provisioning

Allocating dedicated GPU instances connected via high-speed InfiniBand. This foundational process ensures unparalleled reliability, scaling efficiently from small prototype phases to massive, global production volumes.

03

Data Preparation

Cleansing AOI images or large-scale simulation logs for ML intake. This foundational process ensures unparalleled reliability, scaling efficiently from small prototype phases to massive, global production volumes.

04

Model Training

Training custom vision or regression models using frameworks like PyTorch/TensorFlow. This foundational process ensures unparalleled reliability, scaling efficiently from small prototype phases to massive, global production volumes.

05

Inference Deployment

Serving low-latency ML models via edge nodes directly on the factory floor. This foundational process ensures unparalleled reliability, scaling efficiently from small prototype phases to massive, global production volumes.

06

Monitoring & Retraining

Continuously monitoring model drift and automatically retraining with new fab data. This foundational process ensures unparalleled reliability, scaling efficiently from small prototype phases to massive, global production volumes.

Analytics

Performance Metrics

Real-time efficiency improvements tracked across our deployment systems.

Yield PredictionDefect DetectionLayout GenTest Coverage0%20%40%60%80%100%98%99.2%88%95%INDNIX AI PlatformIndustry Baseline
Specifications

Technical Specifications

Detailed specifications and manufacturing parameters.

Hardware
NVIDIA DGX Systems, HGX Clusters
Networking
400Gbps InfiniBand / Quantum-2
Storage
Petabyte-scale NVMe distributed file systems
Edge Nodes
Ruggedized industrial GPU servers
Quality

Quality & Standards

Tier 3 Datacenter Facilities
ISO/IEC 42001 (AI ManagementSystems)
Continuous Model Bias & Accuracy Auditing
Applications

Target Applications

Automated Optical Defect Classification
RL-based floorplanning in EDA
Predictive Equipment Maintenance
Natural Language Data Sheets via RAG

Ready to start your project?

Speak with our ai division experts to review your specifications, plan your ramp, and get a custom quote.

FAQ

Frequently Asked Questions

Need more technical details? Find answers below or contact our engineering team.

Excellence

Advanced Semiconductor Manufacturing Excellence

In the highly competitive landscape of global technology, INDNIX stands at the forefront of advanced semiconductor manufacturing, industrial automation, and enterprise-grade software solutions.

Silicon to Assembly

End-to-end solutions spanning from initial microscopic silicon design to high-volume macroscopic assembly lines.

Complex Orchestration

Profound orchestration of supply chains instead of merely relying on hardware scaling trends like Moore's Law.

Strict Quality Control

Systemic operational transparency enforcing uncompromising quality controls and defect elimination.

Unprecedented Efficiency

Integrating high-capacity hardware lines with cloud-native software drives maximum theoretical yield parameters.

Unwavering Commitment to Quality & Traceability

When industries ranging from automotive to aerospace partner with INDNIX, they invest in an unwavering commitment to quality. Defect density is not an abstract metric; it is a critical vulnerability.

  • DFM and DFT Methodologies: Constructing highly sophisticated digital twins of every product for rigorous thermal and stress modeling before fabrication.

  • High-resolution AOI & 3D X-Ray: Ensuring every via, trace, and component is analyzed in real-time.

  • Rigid International Standards: Complete compliance with ISO 9001, IATF 16949, and AEC-Q100.

Software-Defined Manufacturing

Traditional manufacturing relies heavily on siloed systems creating debilitating blind spots. We've engineered a radical departure by developing completely unified AaaS and SaaS platforms.

Dynamic Sourcing

Algorithms ingest terabytes of telemetry data, orchestrating procurement routing and predictive maintenance continuously.

Hyper-Resilient Pipeline

Remarkably immune to conventional macroeconomic supply disruptions or localized shortages via neural networks.

Digital Control Plane

Abstracting physical complexity to provide partners unprecedented real-time visibility into their product lifecycle.

Scaling Across Diverse Sectors

Our core capabilities service specialized sectors efficiently. From 28nm-65nm microprocessors delivering low-power IoT performance, to compound GaAs and InP RF amplifiers for 5G, and robust PMICs for the demanding EV market.

IoT Microprocessors5G InfrastructureElectric Vehicles

Sustainable Engineering & Future

The environmental impact of industrial scalability cannot be ignored. We pioneer environmentally conscious manufacturing, implementing recycling loops to minimize chemical runoff and reduce water consumption.

Aligning with a visionary partner building a smarter, cleaner world.

Contact

Get in Touch

Whether you're looking to secure autonomous semiconductor supply chains or orchestrate global deployments, our execution teams are ready.

Send us a message

By submitting, you agree to our privacy policy.

INDNIX Technology Limited

Rishi Bankim Shilpaudyan, Naihati, West Bengal, 743165, India

Headquarters

INDNIX Technology Limited

Rishi Bankim Shilpaudyan, Naihati, WB

Direct Line

+91-8100488233

Official Inquiry

official@indnix.com