Projects to do

A regional retailer is joining its shop-billing list with its app-user list and fears double counting, wrong contacts and unhappy customers.

A patient asks a small hospital chain for a copy of their records and wants some details removed, and staff do not know the steps.

A small online clothing shop has customer addresses, payment links and supplier contacts spread across phones and shared logins with no written rules.

An admissions office tracks enquiries and seats filled but cannot see where applicants drop out between interest and joining.

A family jewellery shop wants to go digital, but trust, cash habits and the owner's memory are its real strengths.

A study-planner app must teach new users three key actions quickly, and a game-like story might help or just add clutter.

A small factory tracks jobs on paper cards that get lost or filled late, so managers cannot say where an order stands.

Patients crowd a small clinic's waiting area because nobody knows their turn, and staff are too busy to explain.

A small agency's staff use AI tools in different ways, and clients have started asking what is allowed with their material.

A regional logistics firm has many ideas for AI, from route planning to damage claims, but no way to choose among them.

A local grocer wants an ordering app but a long wish list can sink a small team before anything useful reaches customers.

An insurance agency wants AI to draft customer messages but one wrong promise about cover could cause real harm.

Long waits in an outpatient department upset patients, but managers see only averages that hide the worst days.

A chai stall chain wants a loyalty game, but game tricks can nudge customers to spend more than they planned.

A placement cell is offered a tool that ranks resumes automatically, and nobody has asked how it treats different students.

A city tourism app needs hotels, guides, taxis and shops to take part, and each partner asks what is in it for them.