Three domains, chosen for the same reason.

The FDA publishes an enormous amount of enforcement material — Form 483 observations, warning letters, investigator records, inspection metadata. It is public, and it is close to unusable at the scale a compliance team actually needs. 483 Lens indexes 120K+ observations, 8K+ warning letters and 2,500+ investigator profiles across 25+ years of inspection data, and puts semantic search over the whole thing.

That matters because the phrase a quality team types and the phrase an investigator wrote rarely match. Deep Search ranks on meaning rather than keywords, so a query about sterility failures surfaces the observation that describes one without using the word. Ask Lens answers plain-language questions and cites the source observation or letter behind every claim.

The second product in this domain points the other way. Where 483 Lens reads the regulatory record, DMFs and Dossiers writes into it — an internal small language model that drafts Drug Master Files and regulatory dossiers from given input data. It has no public site; enquiries come through addV.

A lot of independent Indian retail runs on WhatsApp, cash on delivery and a catalogue that changes every week. A storefront that ignores any of those three is a storefront the shop cannot actually use.

Stylezion is the online store for SB Designs, and it is built around those realities rather than against them: cash on delivery across India, a 7-day exchange, WhatsApp ordering with a real person answering, and shipping nationwide. The catalogue spans twelve categories — sarees, kurtis and co-ords, jewellery, bags and accessories, home decor, gifts, stationery, trendy items, seasonal and occasion pieces, hair accessories, everyday essentials and a kids' corner.

The promise on the storefront is simply everything you love, under one roof — handpicked, and restocked often enough that there is always something new.