Blog & Research

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Case studies, research papers, technical deep-dives, and practical frameworks from our team of 500+ AI practitioners.

Latest Articles

6 articles
Case Study

How We Reduced Fraud by 67% at a Tier-1 Bank Using Graph Neural Networks

A deep dive into the architecture and deployment of a real-time fraud detection system processing 2M transactions per second.

Finance AIGNNReal-time ML
ML Engineering Team
Apr 2026·8 min read
Technical Blog

RAG vs Fine-Tuning: Which Approach Is Right for Your Enterprise LLM?

A practical framework for deciding when to use retrieval-augmented generation, fine-tuning, or a hybrid approach for enterprise AI applications.

RAGFine-TuningGenAI
Sanjay Iyer
Apr 2026·10 min read
White Paper

The EU AI Act: What Every Enterprise AI Team Needs to Know

A comprehensive breakdown of the EU AI Act compliance requirements and practical steps for enterprise AI governance.

AI GovernanceComplianceEU AI Act
Legal & AI Ethics Team
Mar 2026·20 min read
Case Study

99.2% Defect Detection: Building Industrial Vision AI at Manufacturing Scale

How we architected a real-time computer vision quality control system across multiple manufacturing plants processing 50,000 parts per hour.

Computer VisionManufacturingEdge AI
CV Engineering Team
Mar 2026·12 min read
Research

Benchmarking LLM Inference: vLLM vs Triton vs TGI for Enterprise Workloads

An independent evaluation of three leading LLM inference frameworks across throughput, latency, cost, and operational complexity.

InferenceBenchmarkingMLOps
AI Infrastructure Team
Feb 2026·14 min read
Technical Blog

Building a Production-Grade Feature Store: Architecture & Pitfalls

Lessons from building and operating feature stores serving high-volume prediction traffic across client deployments.

Feature StoreML PlatformData Engineering
Data Platform Team
Feb 2026·11 min read