About

The AI newsroom that learns your voice

VartaForge is a small team of journalists, language engineers, and editorial-tooling builders, based in Mumbai. We exist because the AI tools that work for English-language Big Tech newsrooms do not work for the editor who runs a Marathi daily out of Kolhapur.

Why we exist

Editors reject AI on the first paragraph.

Every Indian newspaper has a voice that readers recognize before they read the byline. The cadence of a Loksatta lede is not the cadence of a Sakal lede; the way Anand Bazar Patrika handles a quote is not how The Hindu handles one. Generic AI flattens all of this into a register that anyone can spot as computer-written within ten seconds.

So editors do what good editors do. They reject the draft. And the AI tool, sitting in a tab no one opens, gets quietly cancelled at renewal.

We started VartaForge to ask a different question. Not how do we write content faster, but how do we write in a specific masthead's voice, faithfully, every time. The answer to that question turns out to live in the existing archive: 200 to 2,000 articles a publication has already published, in the voice the publication has already worked decades to develop. We learn from that. We do not impose a new voice on top.

What we believe

Three commitments that shape every product decision.

  1. Vernacular-first, not vernacular-as-translation. Hindi is a first language inside the system. So is Marathi, Tamil, Telugu, Bengali, Gujarati, Kannada, Punjabi, and Odia. We do not generate in English and translate. The Voice Card, the prompts, the headline patterns, the structural shapes - all native to the target language.
  2. The masthead's voice is the masthead's property. We do not use one publisher's Voice Card to serve another, full stop. No cross-tenant training. Customers can export and delete their Voice Card on demand.
  3. The editor is not the obstacle. The editor is the user. Every output is a draft. Every workflow ends with a human approval. We position AI as a force multiplier for the desk, not a replacement for it.

Who we are

The team.

VartaForge is currently a small founding team. Backgrounds across newsroom production, computational linguistics, and language tooling for Indic scripts. We meet customers in person on a quarterly cadence; we hire slowly and deliberately.

We are not yet hiring publicly. If you want to work with us, write to [email protected] with a few lines about your work. We read every note.

What we will not do

Things you will never see from us.

  • "AI replacement" pitches to editors. The desk is the user.
  • Cross-tenant Voice Card training. Your voice is your property.
  • Generic English-first generation with translation tacked on.
  • Auto-publish without human approval. Every output is a draft.

Want to talk about your masthead's voice?

A 30-minute demo on a Voice Card sample drawn from your own archive.