Practical writing on AI, RAG, ERP, mobile and the craft of shipping reliable software.
Sep 22, 2026 2 min read
Retrieval-augmented generation lets AI answer from your own documents instead of guessing. Here is how it works, where it shines, and the signs you are ready for it.
Oct 5, 2026 6 min read
AIVCJ ERP replaces the Tally + Excel + WhatsApp loop: a field app that takes orders without signal and never syncs twice, credit holds decided in code, FEFO picking with GST invoices, and plain-English questions answered by a read-only query you can see. Measured with a two-phone sync test and a blind NL-to-SQL set.
Oct 5, 2026 5 min read
AIVCJ HR doesn't just answer leave questions — it applies leave, routes approvals and drafts HR letters. Here is how we let an AI act without letting it make the rules: a policy engine in code, a confirmation card before every action, role permissions and an audit log. Measured on a scripted and a blind test set.
Oct 4, 2026 4 min read
A behind-the-scenes look at AIVCJ Knowledge: hybrid retrieval, query planning, a grounding check on every answer, and two public test sets — including a blind one written the way real people type. Try it live on sample HR, product and GST documents, or your own PDF.
Oct 1, 2026 1 min read
In distribution, profit is made in purchasing and lost in receivables. What to demand from an ERP when most of your sales happen on credit.
Sep 29, 2026 1 min read
Real-time voice AI is a latency game. A look at how we combine self-hosted LiveKit, streaming speech and an LLM to run natural interviews on your own servers.
