Blog
Building Production-Ready RAG Systems
A practical guide to designing Retrieval-Augmented Generation systems that perform reliably at scale — from chunking strategies to evaluation frameworks.
AI Strategy for Mid-Market Companies
You do not need a billion-dollar budget to benefit from AI. A practical framework for mid-market companies to identify, prioritize, and execute AI initiatives.
Fine-Tuning LLMs on Enterprise Data
When off-the-shelf models are not enough: a step-by-step guide to fine-tuning large language models on your company data for better accuracy and lower costs.
Responsible AI: From Principles to Practice
Moving beyond AI ethics whitepapers — practical frameworks for implementing responsible AI in real-world business applications.
Building an AI Document Processing Pipeline
From scanned PDFs to structured data: a complete architecture for intelligent document processing using OCR, LLMs, and validation pipelines.
Measuring AI ROI: Beyond the Hype
A CFO-friendly framework for measuring the real return on AI investments — including the metrics that matter and the pitfalls to avoid.
Vector Databases and Semantic Search in Practice
A hands-on guide to implementing vector databases for semantic search — from choosing the right database to optimizing recall and latency in production.
AI Bias Detection and Mitigation Strategies
Practical techniques for identifying and reducing bias in machine learning systems — from data auditing to post-deployment monitoring.
AI Agents for Workflow Automation
Beyond chatbots: how AI agents with tool access and reasoning capabilities are transforming business process automation.