Field notes
How we build AI-powered software, in practice.
Engineering notes on the things we ship. Pragmatic, opinionated, written by the team.
FeaturedAI 6 min read
An AI chatbot for your CRM — what actually works in production
Most CRM chatbots fail because they live next to the data instead of inside it. Here's the production-grade pattern we use.
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HRMS 5 min
Attrition forecasting for HR — a practical playbook
A simple model on the right features beats a complex model on the wrong ones. Here's the playbook we use to forecast attrition.
Cloud 7 min
Cutting an Azure bill by 34% with anomaly detection
Cloud cost surprises are predictable if you look at the right metrics. Here's how we cut a logistics client's bill by 34%.
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