https://chetandalal.net/categories/ai-enabled-software/Recent content in AI-Enabled Software on Chetan Dalal — Senior Software EngineerHugo -- gohugo.ioen-US© 2019–2026 Chetan DalalSat, 01 Aug 2026 01:25:29 -0400https://chetandalal.net/posts/evaluating-ai-without-ground-truth/Sat, 01 Aug 2026 00:00:00 +0000https://chetandalal.net/posts/evaluating-ai-without-ground-truth/Most AI features ship without a defensible way to tell whether a change made them better. Here’s how to build an evaluation approach when ground truth doesn’t exist, and how to be honest about what it can’t tell you.https://chetandalal.net/projects/intelligent-workflow-platform/Fri, 31 Jul 2026 00:00:00 +0000https://chetandalal.net/projects/intelligent-workflow-platform/Automating document-heavy workflows where a wrong answer is expensive, and why the human review step turned out to be the part that determined whether the system was worth running.