AI Engineering8 min read
Write the evaluation set before you pick the model
Every AI project that went sideways on us had the same root cause: nobody could say what 'good' meant until after the demo.
Insights
What we've learned shipping this stuff.
Notes from production, not thought leadership. Every post below is about something that went wrong at least once.
Document AI11 min read
Why Devanagari OCR is still hard in 2026
Conjunct consonants, inconsistent matras and scanned government forms — a field report from 340,000 documents a month.
Delivery6 min read
The four-hour overlap rule
Distributed delivery does not fail on skill. It fails on the six hours a day where nobody can answer a question.
Tell us what's breaking.
Send the problem, not a spec. We'll come back within one business day with an honest read on whether we're the right team — and who to talk to if we're not.
attatvasystems@gmail.com · Replies within 1 business day, Kathmandu time (UTC+05:45)