Field notes
Notes from production
Mostly about the parts that turned out harder than expected. Written by the engineers who hit them.
5 min read
AI vs Traditional Back Office Automation—Custom Solutions for Your Business
Traditional automation breaks on edge cases. AI-powered automation handles them. But too much AI makes it unmaintainable. Here is where to draw the line. Learn when each approach wins.
back-office-automationai-automationprocess-engineering4 min read
Back Office Automation ROI—Reduce Manual Work & Improve Accuracy
The honest math on back office automation savings. Not just time recovered, but error reduction, audit risk, and the math that avoids inflated business cases.
back-office-automationbusiness-casemeasurement5 min read
Back Office Automation Tools—Enterprise-Ready Solutions for Automation
A guide to the actual tools used in back office automation—integration platforms, workflow engines, AI models, databases. Why the tool matters less than how you use it. Choose the stack that fits your business.
back-office-automationtoolstechnology3 min read
Why Your Staging Environment Drifted (and How to Stop It)
Staging and production diverging is not inevitable. It happens because no one owns the infrastructure definitions. The fix is simpler than you think.
devopsinfrastructurepractice3 min read
AI-Powered Back Office Automation—Reduce Manual Work & Costs
Back office automation uses code and integrations to handle repetitive internal work—reconciliations, approvals, data entry—that follows rules. It is not RPA, and it is not replacing your team. It is eliminating work nobody wanted to do anyway.
back-office-automationprocess-engineeringai-automation2 min read
Write the evaluation set before you write the prompt
Most AI projects cannot tell whether they are finished, because nobody defined what correct looks like. The fix costs two days and changes everything downstream.
evaluationllmopspractice2 min read
The DPDP erasure right will break your vector store
India's DPDP Act gives individuals a right to deletion. If your retrieval index has no lineage back to source records, you cannot honour it — and the fix is a full reindex.
dpdpgovernancearchitecture
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