7 Common Challenges During AWS Cloud Migration (And How to Avoid Them)
Undocumented application dependencies are the most common cause of AWS migration failure for European SMBs, triggering emergency rollbacks that extend timelines by 3 to 6 months. Compliance gaps during the transition period become the primary risk when organisations handle regulated data under GDPR or NIS2. McKinsey research shows that 70% of cloud transformation programmes fail […]
Common Challenges in Enterprise Software Development: What CTOs Should Prepare For
Technical debt accumulation is the most common challenge blocking enterprise software delivery, with research showing it amounts to 40% of the technology estate before organisations address it systematically. Requirements drift becomes the primary concern when delivery teams exceed 15 engineers and coordination overhead outweighs technical constraints. Security and compliance gaps dominate when selling into regulated […]
Prior Knowledge to Evaluate AI/ML Engineering Services
Understanding ML model lifecycle fundamentals is the most critical prior knowledge for evaluating AI and ML engineering services because you cannot assess vendor capabilities without knowing what they should deliver at training, validation, deployment, and monitoring stages. Data readiness knowledge becomes equally critical when your organisation holds less than 12 months of structured, labelled data […]
7 Key Factors for Selecting AI/ML Services in Ireland
Technical depth and domain-specific expertise is the most important factor when selecting AI/ML engineering services in Ireland. Regulatory compliance readiness becomes the primary consideration when deploying high-risk AI systems under the EU AI Act. According to Eurostat, only 17% of small EU enterprises use AI, making provider selection critical. Key Takeaways Validate that providers have […]
Best Practices for Successfully Migrating Your Data to AWS Cloud
Running a comprehensive cloud readiness assessment is the best starting practice for most European SMBs planning AWS data migrations when they have limited prior cloud experience. Choosing the right migration strategy per workload becomes the priority when you already understand your infrastructure maturity and dependencies. Gartner reports that 83% of data migration projects either fail […]
