humans in the loop

AI training in Kolkata, for the documentation work this city does at scale

Kolkata does a great deal of the country's careful, unglamorous document work: process and support floors around Salt Lake, records and data operations, the trading books of Burrabazar and Howrah's engineering firms, a large accounting profession, and hospitals that document as much as they treat. This is exactly the work AI tooling is being aimed at — and exactly the work where an unverified extraction or a confidently wrong summary quietly becomes somebody's problem later. The skill worth buying is the check, not the tool.

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See the capsules — from ₹20

Read this page in: English · বাংলা

Delivered online. We are based in Kerala and there is no classroom in Kolkata — you buy a capsule, a PDF written for your profession reaches your inbox, and you read it on your own week. Nothing to commute to.

What AI is actually doing to work in Kolkata

Salt Lake's process and support floors

Back-office and support teams here are measured on volume and accuracy at once, which is the exact pressure AI assistance is sold into. The lasting advantage is reviewing well: catching plausible-but-wrong output before it leaves, and being able to show what was checked.

Records, data entry and transcription

Extraction from scanned documents is the single most over-trusted use of AI in Indian offices. It is genuinely fast and it fails silently — a transposed figure, a confident misread field. Verification against the source is not optional, and doing it efficiently is a learnable skill.

Trade, audit and the older industries

Trading houses, engineering firms and the accounting practices serving them carry GST filings, supplier reconciliations, purchase registers and audit files. Drafting help pays back immediately; a filed figure nobody tied out costs far more than it saved.

Which of these is your job in Kolkata?

Data entry & documentation

For records, transcription and documentation teams: extracting fields from scanned material, verifying against the source, and rejecting a plausible value that does not reconcile.

BPO & back office

For Salt Lake process floors: summaries, exception lists and quality checks that stand up when a client audits how the output was produced.

Accountants & auditors

For practices and trading firms: GSTR-2B mismatch triage, reconciliation by exception, TDS follow-ups, MIS commentary and audit working papers — signed after checking, not before.

Customer care

For support desks: replies drafted in your own tone, escalation judgement, and knowing when a canned answer has stopped being safe.

Doctors, nurses & medical coders

For hospitals and coding teams: clinical documentation and coding queries drafted faster, with a hard line around patient decisions.

Questions

Is this available in Bengali?

This page is, yes. The learning platform and the booklets are not yet — they are in English, Hindi, Malayalam, Tamil, Telugu, Kannada and Marathi, and Bengali is next on that list. We would rather tell you that now than after you have paid.

Most of my work is data entry. Will this just teach me to replace myself?

It teaches the opposite of that, honestly. Extraction is going to be automated whether or not you learn anything; what will still be paid for is the person who verifies it, catches the silent failures and signs off. These capsules are about becoming that person while the change is still underway.

What do I get for ₹20?

One lesson, about thirty minutes, as a PDF booklet written for your profession, with self-check questions drawn for your copy and a graded quiz that unlocks a verifiable certificate. Larger packs are ₹100, ₹299 and ₹999. Nothing renews.

Other cities

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