FieldBridge

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  FieldBridge

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  Manager Dashboard

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  Submitted Reports

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  Report Summaries

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  Report Summaries Generated

What problem does it solve and why I built it A few years ago I volunteered with an organisation teaching basic computer skills to underprivileged children in rural areas. Every week our small team would travel out, set up, teach, and come back. Kids were learning. Lives were quietly changing. But none of it was being captured. No reports, no numbers, no stories reaching the people who funded us. The organisation's donors had no idea what their money was actually doing on the ground. And when the programme ended, there was almost no record that it had happened at all. That experience stayed with me. I went on to run my own NGO and saw the same pattern everywhere , passionate volunteers doing real work that simply disappears into the noise because no one had the time or tools to document it properly. Field workers are not administrators. They shouldn't have to be. FieldBridge exists because impact deserves to be recorded.

How I built it with MeDo I had never built a full-stack application before. I described what I wanted in plain English and MeDo generated the entire app frontend, backend, database, and AI integration in a single generation. I used multi-turn conversation to fix the beneficiary extraction accuracy, upgrade the UI to production quality, and add PDF export functionality. The entire app was built and published within a few hours using under 300 credits.

How MeDo's features are used The core of FieldBridge relies on the Baidu ERNIE LLM plugin in two places. First, the Extract with AI feature , a field worker types what happened today in plain English and ERNIE automatically pulls out the date, location, number of beneficiaries, activity type, and any urgent flags or referrals. No forms to fill manually. Second, the Generate Impact Summary feature , ERNIE reads all stored reports and writes a two-paragraph donor-ready impact report summarising what was accomplished, how many people were helped, and what urgent cases need attention. The most impressive feature MeDo generated was The Flags or Referrals extraction. A volunteer types "one elderly man needs urgent medical attention" and the app automatically surfaces that as an open flag, colours it amber on the dashboard, counts it in the Open Flags stat card, and includes it in the donor report. A real urgent case never gets buried in a paper form again. That entire pipeline — from plain English to structured urgent alert — was generated by MeDo from a single prompt.

Real-world impact FieldBridge is built for any NGO field worker with a phone and five minutes at the end of their day. It requires no technical knowledge, no training, and no administrative overhead. The manager sees a live dashboard. The donor gets a professional impact report. The volunteer's work is never lost.

Built With

• baidu-ernie-llm-plugin
• ernie
• medo
• medo-by-baidu
• medo-database
• medo-visual-editor
• one-click