ARDURA Consulting Blog

Expert articles on technologies, trends and IT best practices

Build vs Buy Software: Decision Framework for CTOs

A structured decision framework for the build-vs-buy dilemma — with a 10-criteria scoring matrix, 3-year TCO comparison, and a practical decision tree...

API Design Best Practices: Implementation Checklist

A comprehensive checklist for designing production-grade APIs. REST design principles, versioning strategies, authentication and security, documentati...

AI Vendor Selection: Evaluation Criteria and Checklist

A 12-point evaluation framework for selecting AI vendors. Includes a scoring matrix, reference check template, contract negotiation checklist, and red...

AI Team Structure: Roles, Skills and Hiring Guide

How to build and scale an AI team from first hire to full function. Roles and responsibilities for ML Engineers, Data Scientists, MLOps Engineers, and...

AI Project Implementation Checklist: From Idea to MVP

A phase-by-phase checklist for implementing an AI project — from problem definition through data assessment, model selection, development, testing, de...

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