Blog
What we're thinking about.
Technical deep-dives, lessons from 200+ projects, and honest takes on AI.
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AIRAGfine-tuningLLMproduction
RAG vs Fine-tuning: Which Should You Choose for Your AI Project?
We have built both for production clients. RAG wins 80% of the time. Here is when each approach makes sense — with real examples from healthcare, manufacturing, and e-commerce.
April 202612 min
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Document AIGSTOCRIndian invoicesdata extraction
How to Extract Data from Indian GST Invoices Using AI
We built a document AI pipeline that extracts GSTIN, CGST/SGST, HSN codes, and line items from messy Indian invoices with 99.4% accuracy. Here is how.
April 202611 min
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software developmentIndiaoutsourcingvendor selectionguide
How to Choose a Software Development Company in India: A Buyer's Guide
After 12 years on the vendor side, here is what actually matters when picking an Indian dev partner — and what is just marketing noise.
April 202613 min