Insights

Notes on AI, delivery and quality

Practical writing from our engineers on where AI genuinely helps software delivery, testing and cloud operations — and where it does not.

Company news

Zorvix opens its new office on Golf Course Road, Gurugram

Our new home at Orchid Centre, Sector 53 — opened with a traditional ceremony, and with room for the team we are hiring.

AI & Development

How AI actually changes software delivery in 2026

Where AI genuinely speeds up delivery, where it quietly costs you time, and what has to change in your process for the gains to be real.

AI & Development

From proof of concept to production: what LLM projects really need

Most LLM demos work. Most never ship. The gap is evaluation, retrieval quality, cost control and failure handling.

QA & Testing

AI in QA: what to automate and what to leave to testers

Generation, triage and maintenance are where AI earns its place in QA. Deciding what matters still belongs to people.

DevOps & Cloud

AIOps in practice: where AI actually helps cloud operations

Anomaly detection, alert noise and incident summarising are where AI helps operations. Deciding to roll back is not.

Outsourcing

What AI-first delivery really does to outsourcing economics

If AI makes engineers faster, where does the saving actually go — and what should you be asking a supplier to prove?

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