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Quality of Hire Insights

The metric that proves
talent wins business.

Connect your hiring data to real business outcomes — retention, performance, and revenue — and finally prove what great hiring is worth.

See How It Works
IO
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Powered by IO psychologists & data scientists
Quality of Hire — Senior Product Manager
Acme Corp · Continuous analysis · Updated weekly
Q3
Q4
YTD
% Top Performers
+3% Increase
11%
5/50
5 out of 50 candidates hired are top performers.
Value from top performers
+$1.2M
1st Year Turnover
-4% Decrease
18%
9/50
9 out of 50 candidates left within 12 months.
Saved on bad hires (12 mo)
$170K
Analysis Key Findings
3.8× Total TA ROI
Communication & Problem Solving are your strongest predictors. Candidates scoring 4–5 show 89% 12-month retention vs. 47% for those scoring 3.
Increasing weight on Communication could reduce turnover cost by ~$380K over the next 12 months.

Three steps to continuous Quality of Hire measurement

Simple inputs. Rigorous analysis. Insights you can share with leadership — on an ongoing basis, without an analytics team.

1
Connect your scorecard data

Download your interview data from any ATS as a CSV or XLSX — that's all we need. Our AI platform and expert team do the work of mapping fields, cleaning the data, and matching records. No heavy lifting on your side.

Any ATS CSV / XLSX AI field mapping No IT required
Upload scorecard data
2
Add performance & retention data

Upload post-hire performance ratings and retention records from your HRIS or HCM. Our IO psychologists and data scientists review everything for completeness, data integrity, and bias — before any analysis runs.

HCM / HRIS Manager reviews IO reviewed Privacy certified
Expert review in progress
Scorecard data — 151 records
Validated by IO psychologist
Performance ratings — 95 matched
Bias review complete
Retention records — processing
Data scientist review underway
IO Psychologist Data Scientist Privacy Reviewed
3
Get insights you can share with leadership

The platform surfaces retention trends, performance over time, and skill-level correlations — in a clear, shareable format the business can understand. Break it down by time period, role, or team. Share it with your CFO, CPO, or board.

Retention tracking Performance correlation Shareable reports Continuous monitoring
12-Mo Retention
68%
+6% vs. last period
Top Performers
11%
+3% vs. last period
ROI Quantification
Saved on bad hires (12 mo) +$170K
Value from top performers +$1.2M
Total talent acquisition ROI 3.8×

Quality of Hire is the most important metric in recruiting — full stop.

While other metrics measure activity, Quality of Hire measures impact. It connects what your team does every day to what the business cares about most.

Ties TA directly to business outcomes
Quality of Hire directly links your hiring decisions to post-hire performance, retention, and revenue — the language of the boardroom, not the ATS.
Earns your seat at the table
When you show that the people you hire drive revenue and retention, you stop being a cost center and become a strategic partner — with the budget to match.
Proves ROI of talent acquisition
Quantify what it costs to hire the wrong person — and what you save by hiring right. That's the ROI case that gets leadership's attention and secures your budget.
Predicts retention before it happens
Understand which interview signals correlate with employees who stay — then adjust your scoring criteria before your next hire, not after someone leaves.
Validates your interview process
Know which skills and interviewers actually predict performance. Stop guessing and start improving your scorecard with real data from your own hires.
Creates a continuous improvement loop
Each analysis period feeds back into improving your process for the next one. Your hiring quality compounds — and so does your competitive advantage in talent.

Measuring Quality of Hire used to require an entire analytics team

The old way
Data lives in disconnected systems
ATS has hiring data. HCM has performance data. Joining them manually takes weeks of error-prone spreadsheet work.
Requires specialized expertise
Proper analysis requires psychometrics, statistics, and IO psychology — a dedicated expert most TA teams can't afford or access.
ATS metrics are operational, not predictive
Time-to-fill, cost-per-hire — these tell you how efficient you are, not how good your hires actually are.
One-time, expensive, not repeatable
By the time a consultant delivers insights, the hiring context has changed — and you can't afford to repeat it every quarter.
Quality of Hire by Informed Decisions
Data connected in days, not weeks
Export from any ATS as CSV — our AI and team handle field mapping, data cleaning, and matching. No IT dependency.
IO psychologists & data scientists included
Every analysis is reviewed by our expert team. No statistician on your payroll needed — the expertise is built in.
Predictive analytics — hit & miss rate, skill correlation
See which interview signals actually predict performance, and which ones don't. Adjust your scorecard based on real evidence.
Continuous, affordable, independent
Run your Quality of Hire analysis every quarter, independently, at a price that makes sense — no consultants, no one-time projects.

The people you hire make or break the business.
Now you can prove it.

When you can show how your hiring decisions affect performance, productivity, and revenue — leadership listens. More budget. More influence. A real seat at the table.

Performance
Linked to interview scores by role and time period
Retention
Tracked 3, 6, 9, 12 months post-hire
Revenue
Top vs. mis-hire impact quantified in dollars
ROI
Of every dollar invested in talent acquisition
Analysis output
AI Insight Q1 2026
Candidates scoring 4–5 on Communication show 89% 12-month retention vs. 47% for those scoring 3. Increasing weight on this skill could reduce your annual turnover cost by an estimated $380K.
Recommendation Action
Remove Technical Knowledge from your scorecard — it shows no correlation with post-hire performance for this role. Reallocate that scoring weight to Problem Solving.
Get Started

Affordable Quality of Hire insights
in days.

No long implementation, no enterprise contract to start. Book a 30-minute demo and see exactly what your data could reveal — and how quickly you'll get there.

See How It Works
30-minute demo
No data commitment
IO psychologists & data scientists
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