[ Case Studies ]
Resume Submission Automation
An agency’s resume submissions were stuck in a slow, repetitive cycle - manual edits, new emails, and portal registrations for every application. They needed automation to take over the heavy lifting while managers kept control of quality.
Client name
confidential
Industry
Recruitment / HR Tech
Location
confidential
Time
confidential
⚠️ Due to white-label agreements, we cannot disclose the agency’s name.
[ Services Used ]
[ TECHNOLOGY STACK ]
- n8n.io PHP
- WordPress OpenAI API Playwright Postfix
[ Team behind the Project ]
- AI Developer
- Project Manager
- WordPress Developer
- QA
The Challenge
Managers were stuck in a loop of repetitive admin work. Every job application meant tweaking resumes, drafting cover letters from scratch, creating fresh email accounts, and slogging through employer portal registrations. What should have been a quick process dragged on for 30–60 minutes per application.
Multiply that by dozens of submissions a day, and the team hit a wall. The growth was slow, capacity was capped, and frustration grew. They knew the process needed a rethink.
Our Approach
We partnered with the client to build an end-to-end automated resume submission system. The goal was to eliminate repetitive manual tasks while keeping managers in control of quality. AI would handle adaptation and content creation, while automation workflows would execute the submission process at scale.
AI Resume Optimisation 🤖
Workflow Automation ⚙️
Cover Letter Generation ✍️
Email Automation 📧
Quality Control ✅
What We Did:
- Resume Preparation: Integrated OpenAI with Google Docs to automatically adapt resumes to specific job descriptions.
- Cover Letters: Automated personalised cover letter generation using OpenAI + n8n.io workflows.
- Email & Registration: Automated creation of email accounts with Postfix + PHP/WordPress, followed by registration on job portals using Playwright.
- Submission: Automated form-filling and resume uploads on job portals with Playwright scripts.
- Validation: Final manager review for quick quality control before submission.
It used to take me hours just to get through a handful of applications. Now the system does the heavy lifting, and I just review and approve. It’s a complete game-changer.
Company’s Manager
RESULTS
What once felt like an overwhelming daily grind turned into a streamlined, almost hands-free process. Managers now focus on strategy, client communication, and higher-value tasks instead of manual form-filling.
The system adapts resumes and generates cover letters tailored to each job, spins up new email accounts when needed, and submits everything directly to employer portals – all in minutes.
Human oversight remains at the final stage, giving the agency confidence that every application maintains a professional standard.
- Time savings: Reduced submission time from 30–60 minutes to just 2–3 minutes per application.
- Productivity boost: Increased efficiency by 20–30x, enabling managers to handle significantly more applications daily.
- Automation coverage: Achieved near-complete automation of the end-to-end submission process.
- Reliability: Introduced checkpoints where managers validate quality, ensuring both speed and accuracy.
[ Impact ]
20-30x Productivity
2–3 Minute Submissions
AI-Driven CVs
Automated Portal Registration
If you intend to act, we are ready to help!
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Development of an AI-driven comprehensive SEO automation system that analyzes websites, builds a semantic core, generates & publishes content, performs on-page optimization, and monitors indexing.
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