Case study

Field visit reports for a pharmaceutical manufacturer in Indonesia

How an Indonesian pharmaceutical manufacturer tracks field visits from the chat group reps already use.

Sector
A pharmaceutical manufacturer
Country
Indonesia
Status
Live, rolling out to the field team

The problem

Field sales reps' outlet visits were not tracked or reported in one place.

What we built

An agent that reads the visit reports reps already post in their WhatsApp group. It sends daily, weekly, monthly and quarterly PDF reports, runs a live dashboard of visits with the photos reps send, and gives an admin a screen to approve entries.

How it works

  1. A rep posts a short note or voice message about the visit in the team's group chat.
  2. The agent turns it into a structured report: who, what was discussed and the next step.
  3. Unclear reports go to a screen where an admin approves them.
  4. Managers get daily, weekly, monthly and quarterly PDF reports and a live dashboard.

Where a person checks

An admin approves any entry the agent isn't sure about.

Next step

Seen one you want?We'll build it around your team.

Book a 30-minute call. We look at how your team works, pick where an agent helps first, and build it. You own what we build.

Automations deployed
100+
Live clients in
AU / SG / VN / ID
Kickoff to live
2 to 4 weeks
Code and data
Yours
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