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Reference architectures, install guides and industry playbooks for buying and deploying AI infrastructure — from a single workstation to a 120 kW rack.
Industries
Manufacturing
Predictive maintenance, vision QA and digital twins, on-prem. ● 11 articles
Healthcare
Imaging and clinical models that keep PHI in-country. ● 9 articles
BFSI
Fraud, risk and credit models under RBI data-residency. ● 9 articles
Media & Entertainment
Rendering, VFX and generative content pipelines. ● 10 articles
Retail & E-commerce
Recommendations, search and demand forecasting. ● 8 articles
Products & Installation
CARINA Workstations
Entry AI workstations — setup and sizing. ● 9 articles
QUASAR Workstations
Mid-range multi-GPU workstation guides. ● 9 articles
DRACO Workstations
Flagship tower workstation deployment. ● 5 articles
GPU Servers
Rack GPU server install, power and cooling. ● 5 articles
Storage
AI storage tiers, throughput and capacity planning. ● 9 articles
Data Center & Racks
OCP, ORv3, busbars, power shelves, CDUs and liquid cooling. ● 9 articles
AI Networking & Fabric
InfiniBand, Ethernet, rail topologies, SuperNICs and optics. ● 9 articles
Deployment & Commissioning
Site readiness, burn-in, acceptance testing and handover. ● 9 articles
AI Security & Compliance
DPDP, tenant isolation, audit evidence and cluster security. ● 9 articles
Storage Fabric & Filesystems
Parallel filesystems, NVMe-oF, all-flash design and benchmarks. ● 9 articles
Edge AI & Accelerators
Jetson, Hailo, Axelera, Blaize and edge inference silicon. ● 12 articles
AI Architectures
Training
Cluster sizing for 7B–70B+ model training. ● 9 articles
Fine-tuning
LoRA / QLoRA and full fine-tune reference setups. ● 9 articles
Inference
Serving, KV-cache and cost-per-token optimisation. ● 8 articles
RAG / Retrieval
Private RAG over enterprise data, end to end. ● 8 articles
Memory Offload & aiDAPTIV+
Extending GPU memory onto NVMe to fine-tune larger models. ● 3 articles
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