Build a Hiring System That Works

Proof required

Submit a hiring process audit report of at least 500 words covering: time-to-hire, offer acceptance rate, and 90-day retention data (or proxies if exact data is unavailable); interview findings from at least three candidates and three hiring managers; and at least three specific named failure modes in the current process. ADVERSARIAL VERIFICATION: a named HR or talent professional with 5+ years of hiring experience must read the audit and provide written confirmation that the failure modes identified are substantive — not surface-level descriptions of symptoms.

What gets checked

• 500-word audit report with hiring metrics (even approximate), interview findings from ≥3 candidates and ≥3 managers, and ≥3 named failure modes
• Failure modes are specific process breakdowns — not generic observations like 'the process takes too long'
• Written confirmation from a named HR/talent professional (5+ years experience) that the failure modes are substantive

Common mistakes

• Collecting opinions only from hiring managers and not from candidates — the most common hiring process failures (slow communication, vague expectations, disorganised interviews) are only visible from the candidate side
• Identifying symptoms rather than failure modes — 'we lose candidates to competitors' is a symptom; 'our time-to-offer averages 3 weeks from first interview and we lose 40% of candidates in that window' is a failure mode
• Not gathering any data and writing an opinion piece instead — even approximate data (estimated times, rough acceptance rates, 'we've lost 4 of 6 engineering hires in the first 90 days') grounds the analysis in reality

Resources

What a verifier looks for

• The audit must include both candidate and hiring manager perspectives — an audit based only on internal feedback has a significant blind spot
• Failure modes must be named specifically — ask the submitter to describe the failure mode in one sentence with a causal mechanism; 'we lose candidates late in the process because…' is the right level of specificity
• The confirming reviewer must have 5+ years in HR, talent acquisition, or people operations — a hiring manager who has participated in interviews is not a sufficient substitute

Proof required

Submit a pilot report covering: (1) the two process improvements designed and implemented, with the before/after process description for each; (2) documentation of at least two live hiring processes that used the improved components (role, dates, outcome); (3) measurement of at least two metrics comparing the pilot to the baseline from M1. ADVERSARIAL VERIFICATION: your named HR/talent reviewer reads the pilot design (before implementation) and provides written feedback on whether the improvements address the identified failure modes or just treat symptoms.

What gets checked

• Two process improvements documented before and after implementation — not just 'we changed the interview format'
• At least two live hiring processes that used the new components — hypothetical pilots or planned but not executed changes do not satisfy this milestone
• Two metrics measured before and after — even approximate metrics are acceptable if exact data is unavailable

Common mistakes

• Designing improvements on paper and not running them through a live hire — a process improvement that has never been used in a real hiring context has unknown friction points
• Measuring outputs (did we make an offer?) rather than process quality (did candidates receive the decision within 3 days of the final interview, as designed?) — process improvements should be measured against the process they changed, not just against end outcomes
• Making too many changes simultaneously and not being able to identify which improvement had which effect — pilot two components at a time, not all three failure modes at once

Resources

What a verifier looks for

• The reviewer's pre-implementation feedback is the primary adversarial check — ask them to confirm that the improvements address the failure mode mechanism, not just the symptom
• At least two live hiring processes must be documented — ask for the role titles and outcome (hired, declined, withdrawn) for each
• Before/after metrics are required — approximate values (estimated from memory or partial records) are acceptable; the absence of any measurement is not

Proof required

Submit your hiring process improvement report (M1 audit + M2 pilot results + recommendations) and a record of the challenge session: names and roles of panel members, date and duration (≥30 minutes), and notes on at least three challenges posed and your responses. A written statement from the HR/talent panellist (50+ words) confirming that your causal claims are well-supported by the evidence presented. ADVERSARIAL VERIFICATION RULE Level 2: live session required.

What gets checked

• Hiring process improvement report covering audit, pilot results, and at least two specific recommendations for the next cycle
• Challenge session record with ≥2 named panellists, date and duration ≥30 minutes, ≥3 challenges documented
• Written statement from the HR/talent panellist (50+ words) confirming causal claims are evidence-based

Common mistakes

• Presenting results without the underlying data — a good panel will ask to see the raw metrics and the before/after comparison; if the data is not in the report, the panel will not be able to evaluate the causal claims
• Overstating causation from a two-hire pilot — the panel will challenge whether two data points constitute a process improvement; prepare to discuss confidence levels and next steps to validate at scale
• Choosing panellists who were involved in the pilot as interviewers — panellists who were part of the process being evaluated cannot provide independent verification of the results

Resources

What a verifier looks for

• The HR/talent panellist must have 5+ years in talent acquisition or people operations — confirm their role before accepting the written statement
• The session must be live and synchronous — email exchanges do not satisfy ADVERSARIAL VERIFICATION RULE Level 2
• At least three challenges must be documented in the session record — a session where the panel only asked questions about the report format was not adversarial