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Articles

Expert materials on artificial intelligence, machine learning and innovative AI-based solutions for marketing, business development and digital transformation.

Dec 26, 2025

How to Clean Messy Business Data Before AI Training?

Learn practical methods to clean and prepare real-world business data for AI training. Covers common data quality issues, cleaning workflows, and validation techniques that actually work in production.

Dec 25, 2025

Batch vs Real-Time AI: How to Choose for Cost and Speed

Compare batch processing and real-time AI for your business needs. Learn when each approach makes sense based on latency requirements, infrastructure costs, and use case patterns.

Dec 24, 2025

AI Compliance for Financial Services: Navigating Regulatory Challenges

Learn how financial services firms can implement AI while meeting compliance requirements. Practical strategies for regulatory challenges in banking, insurance, and investment management.

Dec 23, 2025

Active Learning for AI: How to Train Better Models With Less Labeled Data

Active learning cuts AI data labeling costs by 60-80% while improving model accuracy. Learn which strategies work for real business applications.

Dec 22, 2025

How Many Dimensions Should Your Embeddings Have?

384, 768, 1024, or 3072 dimensions? The right choice depends on your data complexity, latency requirements, and storage budget—not the highest number available.

Dec 19, 2025

How We Built a 7B Model That Gets JSON Right 99.8% of the Time?

General LLMs fail JSON generation 15% of the time. Here's how a specialized 7B model solves the parsing headaches that plague production AI pipelines—and costs 300x less than GPT-5.

Dec 16, 2025

My LLM Is Too Slow: Latency Fixes That Actually Work

Users abandoning your AI app because responses take 3+ seconds? Here's how to cut LLM latency from seconds to milliseconds using model architecture changes, not infrastructure band-aids.

Dec 15, 2025

Why a 7B Specialized Model Beats GPT-5 for Production AI?

Specialized small models consistently outperform GPT-5 and Claude Opus 4.5 on focused tasks while cutting costs 30-300x. Here's the evidence and when to make the switch.

Dec 12, 2025

Agentic AI vs AI Agents vs Generative AI: Which Does Your Business Need?

Clear breakdown of Agentic AI, AI Agents, and Generative AI differences. Learn which technology solves your specific business problems and how to implement each effectively.