Scattered Applicant Tracking
Applicants were tracked across spreadsheets and email, making it hard to see where each candidate stood.
APPLICANT TRACKING MVP CASE STUDY
Bringing Structure to Every Stage of the Hiring Pipeline
We built an applicant tracking MVP that manages vacancies and applicants through structured interview stages, evaluations, and final hiring decisions.
▣ Structured Pipeline Clear stages from applied to hired
♙ Consistent Evaluations Every candidate assessed the same way
✦ Greenfield MVP Built from a blank slate
Replacing Spreadsheet Hiring With a Structured Pipeline
Hiring teams often track applicants across spreadsheets and email threads, making it hard to see where each candidate stands or evaluate them consistently.
MVPHUB built an MVP where vacancies, applicants, and interview stages are managed in one structured hiring pipeline.
▥IndustryHRTech
◇ProductRecruitment SaaS MVP
♙AudienceHiring managers, recruiters, applicants
⌁DeliveryGreenfield MVP build
The Challenge
Inconsistent Evaluation
Interview evaluations were conducted informally, risking inconsistent hiring decisions across candidates.
Poor Candidate Communication
Applicants often had no clear visibility into their application status, leading to a poor candidate experience.
What We Can Identified
A hiring core built around vacancy management, structured pipeline stages, and consistent evaluation.
Vacancy Management
Hiring teams create and manage open vacancies with role details and requirements.
Applicant Pipeline
Applicants move through defined stages from application through offer or rejection.
Interview Scheduling
Interviews are scheduled directly against a candidate's pipeline stage.
Structured Evaluations
Interviewers submit evaluations against a consistent scoring framework for each candidate.
Candidate Communication
Applicants receive status updates automatically as they move through the pipeline.
Hiring Dashboard
Hiring managers monitor pipeline status, evaluation scores, and time-to-hire across all vacancies.
How We Built the Applicant Tracking Platform
1
◇ Discovery
Mapped how hiring teams currently tracked applicants across spreadsheets and email.
2
✎ Core Build
Built vacancy management and the structured applicant pipeline as the platform foundation.
3
✦ Evaluation Layer
Added structured evaluations and candidate communication tied to pipeline stages.
4
♢ Testing
Validated the application-to-hire flow against realistic recruitment scenarios.
5
⌁ Launch Readiness
Prepared the MVP for a pilot rollout with a subset of open vacancies.
Every evaluation was recorded against a consistent scoring framework, so hiring decisions could be compared fairly across candidates rather than relying on informal impressions.
Engineering Behind the Applicant Tracking Platform
Structured Pipeline Stages
Applicants move through consistent, well-defined stages regardless of the vacancy.
Consistent Evaluation Framework
Interview evaluations follow the same scoring structure across all interviewers.
Automated Status Communication
Candidate status updates trigger automatically as applicants move through the pipeline.
The Outcome
Before: Spreadsheet-Based Hiring
× Applicants tracked across spreadsheets and email
× Evaluations conducted informally and inconsistently
× Candidates had no visibility into application status
After: A Structured Hiring Pipeline
✓ Applicants move through a defined, trackable pipeline
✓ Evaluations follow a consistent scoring framework
✓ Candidates receive automatic status updates
MVP Impact
Faster time-to-hire
More consistent hiring decisions
A foundation ready for pilot testing
An Applicant Tracking Platform Ready to Prove Value
The applicant tracking MVP replaces spreadsheet-based hiring with a structured, consistent pipeline.
With vacancies, pipeline stages, and evaluations in place, the platform is positioned to run a focused pilot before expanding to additional hiring teams.
THE MVPHUB PRINCIPLE
"A hiring platform earns trust the moment every candidate is evaluated against the same framework, not a hiring manager's gut feeling alone.
"
Ready to Structure Your Hiring Process?
We help hiring teams turn spreadsheet-based tracking into a working MVP with real evaluation consistency.
AI-accelerated. Expert-verified. Built around the outcome your first release needs to prove.
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