TenPastTen

Stories, research, and lessons from building production systems in the era of AI.

5 min read

How MCP and conversational analytics are transforming business intelligence

6 min read

Why semantic layer standardization matters for enterprise AI adoption

3 min read

Recent research reveals why healthcare AI models trained on clean data fail in real clinical environments.