ATS metrics measure candidate progress. Hiring infrastructure metrics measure system health. These are different instruments measuring different things.
Most recruiting teams measure lagging indicators: time-to-fill, cost-per-hire, source-of-hire. These metrics tell you what happened after a search concludes. Hiring infrastructure metrics are leading indicators — they tell you what is about to happen while the search is still active and recovery is still possible.
The rate at which outreach response rates decline over time. A healthy search maintains 12–18% response rates. When decay drops below 8%, the pipeline is at risk. Majhi OS detects this at the inflection point — not after pipeline collapse.
How fast candidates move from sourcing to shortlist to offer. Slowdowns at specific stages reveal specific bottlenecks — interview scheduling, approval delays, or candidate drop-off — allowing stage-specific interventions.
A composite measure of each recruiter's mandate burden — not just headcount but complexity, stage, and active outreach volume. Overload is detectable 2–3 weeks before it affects mandate quality.
Majhi OS's proprietary composite score for each active search — calculated from all six infrastructure metrics and weighted against historical benchmarks for similar mandates.
How close each mandate is to breaching its time-to-fill SLA — expressed as a probability and time-to-breach estimate that triggers automatic escalation sequences.
A measure of whether an active recovery intervention is working — tracking the mandate's health trajectory after a recovery sequence is activated to determine if a different intervention is needed.
The operational difference between infrastructure metrics and ATS reports is not just timing — it is consequence. ATS reports are reviewed by someone who then decides whether to act. Infrastructure metrics are watched by a system that acts automatically when thresholds are crossed. This is the distinction between monitoring and observability.
"We measure six infrastructure metrics per mandate, per day. That generates more signal in one week than most ATS reports produce in a quarter — and ours triggers action, not review meetings." — Manas Majhi, Founder, Majhi OS
Majhi OS defines healthy hiring infrastructure benchmarks as: response decay rate above 12% (Majhi OS achieves 35% post-MX verification), funnel velocity at or below 50-day close, recruiter load index within capacity thresholds for mandate type and complexity, mandate health score above 70 (scale of 0–100), SLA breach proximity below 20% probability, and recovery signal strength showing positive trajectory within 5 business days of intervention activation.
Hiring infrastructure metrics are the operational signals that measure whether your executive search system is healthy — response decay rate, funnel velocity, recruiter load index, mandate health score, SLA breach proximity, and recovery signal strength.
ATS metrics are lagging indicators — time-to-fill, cost-per-hire, stage conversion. They tell you what happened after a search concludes. Infrastructure metrics are leading indicators that predict failure while the search is still active and recovery is possible.
A mandate health score is a composite operational score for each active search — calculated from all six infrastructure metrics and weighted against historical benchmarks for similar mandates. Majhi OS uses a 0–100 scale; searches below 60 trigger active monitoring; below 40 trigger autonomous recovery sequences.
Continuously, not weekly. Hiring infrastructure metrics are real-time telemetry signals — they need to be measured at the frequency that allows actionable intervention. Weekly measurement of response decay rate is too slow to prevent pipeline collapse. Majhi OS monitors all six metrics continuously.
Majhi OS automatically triggers the appropriate response: increased monitoring, an alert to the responsible team member, or an autonomous recovery sequence — depending on which metric crossed which threshold at what severity level.
We use your actual mandate as working context. Book a 45-minute Mission Walkthrough and see what operational intelligence looks like for your specific hiring system.
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