Job Pics Field Workflow System

1. Context

This system was built for a small service business with field technicians who complete jobs throughout the day and need to send photos for social media and documentation.

Organic social media posting matters to the company, but consistency requires photos to arrive when jobs are completed, not hours later.

The original workflow relied on email. It wasn’t working.

2. The Problem

The workflow broke at the human edge.

After setting up Google Workspace for the team, I created a shared Drive and email address for job photos. Initially, it seemed like a clean solution.

Then I noticed the emails were not arriving until late at night, the next day, or not at all.

I spoke with the tech. He explained:

He doesn’t use email personally
Entering addresses, subjects, and attaching photos on mobile felt clunky, especially on site
He’d batch them at home in the evening when he had time

The problem wasn’t discipline. It was system design.

The tech felt bad about the delays. But that conversation revealed the real insight: the best solution would meet him where he already operates.

3. Constraints

Needed to be mobile-first
Had to work with minimal typing
Required instant visibility for the owner
Needed zero new tools for internal admin
Had to integrate with existing Google Workspace tools

4. The System I Designed

A Telegram-based photo logging pipeline that meets the tech where he already operates.

v1 Components (Deployed September 2025)

A private Telegram channel
A custom Telegram bot
Google Drive folder automations (date-based)
Caption-to-textfile saver
Real-time job folder organisation

How v1 Works

The tech opens Telegram and takes photos directly from the channel
Adds a quick caption and presses send
The bot receives the message instantly
Photos are saved into a Google Drive folder named with the current date
Captions are stored as .txt files alongside the photos
The business owner sees new jobs immediately, without chasing

v2 Enhancement (Deployed December 2025)

The original system delivered photos in real time, but I still needed to:

Open Google Drive to check for new uploads
Download photos manually
Rewrite brief captions into social media-ready copy

The v2 enhancement automated the final mile:

Captions are sent to an LLM for rewriting (with style guidance from previous posts)
Original caption + LLM suggestions + photos are bundled into a single email to marketing
Ready for social posting in minutes, with no Drive downloads required

The LLM suggestions are still being refined, but the bundling alone saves significant time.

5. Before vs After

Before	After
Photos sent late at night	Real-time on-site uploads from day one
High friction email workflow	One-tap mobile workflow
Lost or forgotten photos	Consistent daily uploads
Owner checking Drive manually	Automated email with photos + captions
Caption rewriting overhead	LLM-assisted drafts + original text

6. Stack & Architecture

v1 (September 2025)

Telegram Bot API for low-friction mobile UX
Google Drive API for folder creation + file organisation
Google Scripts for webhook-to-storage logic
Simple date-based foldering system for clarity and batching

v2 (December 2025)

LLM integration for caption rewriting with style guidance
Email automation to bundle original captions, LLM suggestions, and photos
Archived folder system for posted content organisation

This is an example of designing a system around the human constraints, not the ideal scenario.

7. Impact

The tech now uploads photos while still on site
Increased frequency and reliability of documentation
No more “8:30pm admin time”
Real-time visibility into completed jobs
Time saved redirected to higher-value work: digital calendar implementation, SEO articles, client follow-up SMS
Maintained social media consistency without additional admin overhead

8. What I’d Build Next (v3)

Refine LLM prompt engineering for better caption suggestions
Add automatic social media post scheduling
Tagging or recognition for job types
Auto-classify the best photo in each batch for featured posts