From 14.5 Hours
to 25 Minutes.
How a NZ Financial Institution screened 125 graduate applications 97% faster with PreviewMe AI.
0%
Time Saved
0
AI Screened
0%
Hit Rate
Can AI Match Human Screening Quality at 80% Faster?
Hypothesis: AI application screening (with video and documents) compared to manual screening will be 80% faster while maintaining materially reliable accuracy, free from bias.
The Customer
- • Listed NZ Financial Institution
- • NZD $500m+ market cap
- • 300+ employees
- • Graduate recruitment drive Jul-Sep 2025
The Application Process
- • CV + Cover Letter
- • Academic Transcript + RTW Form
- • 1-minute video on company values
- • Open to all academic backgrounds
Screening Time: Manual vs AI
The same 125 applications. The same hiring criteria. Dramatically different time investment.
10 days of screening at ~7 min per applicant
Complete analysis with ranking & reasoning
Time Saved
14+ Hours
97.3% reduction in screening time
What PreviewMe AI Processed
0
Applications
0
Videos
0
Video Minutes
0
Documents
Content Analyzed per Application
Video Responses
1 min each on values
Documents
CV, Cover, Transcript, RTW
AI Shortlist Accuracy: The Proof
PreviewMe AI ranked all 125 applicants. Here's where the actual hires appeared in that ranking.
Finance Graduate Hires
4 of 4
All successful finance hires were in AI's Top 20
Where Actual Hires Ranked in AI's Shortlist
Hit Rate
100%
All 4 finance graduate offers went to candidates in PreviewMe's Top 20
2
From Top 10
2
From Rank 11-20
6
Total Roles Filled
What We Learned
97% Time Reduction Validated
The hypothesis of 80% time savings was exceeded. AI screening at 25 minutes vs 14.5 hours represents a 97.3% efficiency gain.
Reliable Accuracy Confirmed
All 4 finance graduate offers went to applicants in PreviewMe's Top 20. The AI shortlist was robust enough to serve as the adopted shortlist.
Rich Interview Prep Included
AI provided executive summaries, strengths, weaknesses, and communication assessments for every applicant—supplementary interview notes ready to use.
Criteria Alignment Matters
When internal hiring criteria was precisely input, 13 of the customer's top candidates appeared in PvM's Top 20. Quality in = quality out.
Calculate Your Savings
Enter your numbers to see how much time and money PreviewMe AI could save your team.
Include salary, benefits, and overhead
Average across your recruitment drives
Your Potential Savings
Hours Saved / Intake
14
vs manual screening
$ Saved / Intake
$1,400
at your rate
Annual Savings
$5,600
56 hours/year
Manual: 875 min (14.6 hrs) | AI: 11.5 min | Savings: 99%
Copy a personalized message with your savings calculation
$5,600 Per Year
Is Just The Beginning.
What will you do with an extra 56 hours?
Join leading organizations using PreviewMe AI to transform their recruitment screening.
10+
Years Development
10k+
Videos Processed
SASS
AI Screening Assistant
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