Small Language Models for Business: Run Your Own? | udata
When a small or open model beats a cloud API on cost and privacy, and when it doesn't. Model sizes, hardware, break-even math and a decision checklist.

When a small or open model beats a cloud API on cost and privacy, and when it doesn't. Model sizes, hardware, break-even math and a decision checklist.
AI lifted support output 14% and slowed expert developers 19%. Five questions that show which result your task will get, before you pay for a build.
Seven software development process steps, what belongs in an SRS document, and which methodology fits your project — with real budgets from three udata builds.
Plan iOS AI features with Apple Foundation Models: on-device vs Private Cloud Compute, availability checks, context limits, Swift integration, and real costs.
What Apple and Google's Gemini partnership confirms—and what it doesn't. A CTO guide to model technology, hosting, iOS integration, and product architecture.
Most products don't need a rebuild to get useful AI. Where the feature plugs in, what we check before coding, and what each stage costs, from $2,000.
Plan for AI model outages, retirement, and access restrictions. A CTO guide to tested fallbacks, model portability, capacity planning, and graceful degradation.
A practical CTO guide to AI agent governance: scoped permissions, human approvals, prompt injection controls, audit logs, rollback, and a production test checklist.