From Demo to Production: Engineering AI Projects into Real Products

Guides advise turning AI demos into full products to strengthen portfolios: SaaS upgrades require auth, database, logging, Docker deployment and monitoring, while an AI data analyst project should handle dataset profiling, SQL/Python generation and charting, with guardrails against fabricated numbers.

2026-08-16 ~ 2026-08-16 · 2 related posts