Case Studies

What changed on the ground

Client names are kept private — these are real deployments, described the way the institutions described the change back to us.

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A school, Class 5–10

Before: admit cards handed out at the counter, fee dues tracked in a register, results announced in person.

After: Parents request admit cards and results directly on WhatsApp — the bot checks fee status before releasing anything. Office staff now spend that time on actual admissions work instead of repeat queries.

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A multi-department hospital

Before: OPD tokens given out by phone or in person, with no way to see who was actually arriving that day.

After: Patients pick their own department, doctor, and slot on WhatsApp. Reception now works from a clear list instead of a ringing phone, with payment status visible before the patient even walks in.

What tends to change first

1

Fewer repeat calls

The same three or four questions stop reaching the front desk once WhatsApp answers them instantly.

2

Fewer manual mistakes

A bot doesn't misread a register entry or forget to check a fee balance before releasing a document.

3

Staff time goes to real work

Time that went into answering the same questions gets redirected to the parts of the job only a person can do.

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