Candidate Information Was Fragmented
[CLIENT NAME REQUIRED] needed a single structured record instead of piecing candidate suitability together from separate CVs, links and email attachments.
HRTECH MVP CASE STUDY
One Candidate Profile Instead Of A CV, A Portfolio And A Spreadsheet
A candidate's true picture is usually scattered across a CV, a portfolio link, scanned certificates and a separate availability email. We designed and built an MVP that brings CV information, portfolios, credentials, assessments, availability and career preferences into one structured candidate profile.
◈ One Structured Profile CV, portfolio, credentials and preferences live under a single candidate record.
▧ Recruiter-Ready View Recruiters see a consistent profile layout across every candidate, regardless of source.
✚ Built For Richer Matching A greenfield MVP designed around giving recruiters more than a static CV to work from.
Replacing Scattered Candidate Documents With One Living Profile
Recruitment teams typically piece together a candidate's suitability from several disconnected sources: a CV attachment, a portfolio link shared separately, credential documents sent over email, and availability discussed verbally. Each source lives in its own format, and none of them update automatically as a candidate's situation changes.
This platform gives candidates one place to build a structured profile combining their CV details, portfolio work, credentials, assessment results, availability and career preferences, and gives recruiters a consistent way to review it.
▥IndustryHRTech & Recruitment
◇ProductDigital Candidate Profile Platform
♙AudienceCandidates & Recruitment Teams
⌁Delivery[DELIVERY TIMELINE REQUIRED]
The Challenge
Profiles Went Stale Quickly
Static CV documents didn't reflect updated availability, new credentials or recent assessment results without a candidate resubmitting everything.
Inconsistent Review Experience
Recruiters reviewed each candidate's information in a different format depending on how it was originally submitted, slowing down comparison.
What We Can Identified
A candidate workspace that combines CV details, portfolio work, credentials and preferences into one structured, always-current profile.
Structured CV Builder
Candidates enter work history, education and skills into a structured format instead of uploading a static document.
Portfolio Attachments
Candidates link or attach portfolio work directly to their profile, giving recruiters relevant examples alongside their CV details.
Credential Records
Certificates and qualifications are stored against the profile with relevant dates, replacing scattered email attachments.
Assessment Result Display
Where assessments have been completed, results appear alongside the rest of the profile for a fuller picture of the candidate.
Availability & Preferences
Candidates keep their availability and career preferences current directly in their profile, rather than communicating updates separately.
Consistent Recruiter View
Recruiters review every candidate profile in the same structured layout, making side-by-side comparison faster and more consistent.
How MVPHUB Delivered The Digital Candidate Profile Platform From Concept To MVP
1
◇ Map
We mapped every source candidate information came from today, to define what a single structured profile needed to hold.
2
✎ Design
We designed a profile structure covering CV data, portfolio, credentials, assessments and preferences in one consistent layout.
3
✦ Build
Our engineers built the profile builder, credential storage and recruiter-facing view as one connected MVP.
4
♢ Verify
We tested profile creation and recruiter review flows against realistic candidate scenarios and content volumes.
5
⌁ Launch
The MVP was prepared for real candidate onboarding, ready to replace fragmented CV submissions with structured profiles.
A CV is a snapshot. A profile is a living record. Build the structure once, and every update keeps recruiters working from the same current picture.
Engineering Behind The Profile Experience
Structured Profile Data Model
CV, portfolio, credential and preference data were modeled as distinct, structured sections within one candidate record.
Consistent Recruiter Rendering
Profile data renders in the same layout for every candidate regardless of how much of each section they've completed.
Technology Stack
[TECHNOLOGY STACK REQUIRED]
Built For Continued Growth
The MVP was structured so additional profile sections or matching features can be layered on in future iterations.
The Outcome
Before: Candidate Information Scattered
× CV, portfolio and credentials submitted through separate channels
× Profiles went stale without candidates resubmitting information
× Recruiters reviewed inconsistent formats per candidate
× No single place holding a candidate's full picture
After: One Structured Candidate Profile
✓ CV, portfolio and credentials combined in one profile
✓ Candidates keep availability and preferences current themselves
✓ Recruiters review every profile in a consistent layout
✓ Assessment results displayed alongside profile data
An MVP Built Around One Living Profile
Greenfield MVP build
Structured CV, portfolio & credential profile
Consistent recruiter review layout
Self-service availability & preferences
From Fragmented Documents To One Structured Profile
Map the sources. Structure the profile. Keep it current.
The goal wasn't to replace the CV outright — it was to give candidates and recruiters one structured place where CV details, portfolio work, credentials and preferences could live together and stay current. The MVP delivers exactly that.
THE MVPHUB PRINCIPLE
"A candidate is more than a document attachment. Structure their information once, keep it current by design, and every recruiter sees the fuller picture from day one.
"
Want One Structured Profile Per Candidate?
Bring us your current candidate data sources and the gaps between them. MVPHub can help design and build a candidate profile MVP that fits how your recruitment team actually reviews people.
AI-accelerated. Expert-verified. Built around the outcome your first release needs to prove.
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