Cloud & Data5 min read
How to Avoid Vendor Lock-In in Cloud and SaaS Without Losing the Benefits
Reduce cloud and SaaS lock-in through portable data, clear interfaces, account ownership, exit testing and deliberate use of managed services.
Blog category
Cloud & Data articles.
Practical guidance for buyers, operators and product teams. 8 articles in this topic.
Cloud & Data6 min read
Edge AI and IoT: Designing Business Systems That Work Near the Device
Plan edge AI for sensors, equipment and field operations with device identity, offline behaviour, model updates and cloud integration.
Cloud & Data5 min read
FinOps for AI: Managing Token, Model and Infrastructure Cost
Control AI cost using unit economics, allocation, budgets, model routing, caching and outcome-based value measures.
Cloud & Data5 min read
Legacy Data Migration Plan: What to Clean, Move, Archive and Verify
Plan legacy data migration with ownership, profiling, cleansing, mapping, trial runs, reconciliation, cut-over, rollback and archive access.
Cloud & Data6 min read
Platform Engineering for AI Workloads: What Changes in 2026
Extend internal platforms for models, GPUs, agents, evaluation, policy, observability and cost without rebuilding every delivery control.
Cloud & Data5 min read
CI/CD for Business Software: What Leaders Need to Know Before Automating Releases
Understand the business controls behind CI/CD: versioned change, automated tests, approvals, database safety, observability, rollback and ownership.
Cloud & Data5 min read
Cloud Migration Readiness Checklist for SMEs
Assess cloud migration readiness across business goals, applications, data, security, connectivity, cost, skills, recovery and migration sequencing.
Cloud & Data5 min read
Database Design Mistakes That Block Reporting, Integration and Growth
Identify structural database problems—weak keys, duplicate meanings, missing history and unclear ownership—before they undermine reporting and automation.
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