Turn hiring outcomes into structured facts.
Hiring signals are weak and ambiguous. When the outcome is silence or generic rejection, do not invent a story: pause, separate observation from interpretation, and map the system.
Diagnostic Methodology
The HOBA Protocol
A structured procedure replacing emotional rumination with factual decomposition.
Hard Facts
Capture only direct observations: emails received, exact stages reached, or timeline gaps. Zero mind-reading or intent speculation.
Obstacle
Localize the structural gate in the hiring funnel where progress stopped (e.g. ATS parsing, technical screen, budget freeze).
Behind Obstacle
Enumerate mechanisms logically compatible with the hard facts. Preserves honest baseline competence factors alongside structural friction.
Agency
Separate candidate-actionable items from intermediary-dependent and exogenous factors. Emits bounded, low-cost diagnostic probes.
Diagnose Without Guessing
An observation is not a cause; a rejection email is not necessarily a reason. hoba explicitly calculates uncertainty and prevents false inferences.
Discover Contradiction Patterns
Explore named motifs like Seniority Double Bind and Closed-Then-Reposted, backed by graph Strongly Connected Components (SCCs).
Targeted System Interventions
Propose concrete policy and process changes for employers and ATS platforms with measurable metrics to reduce noise across the market.
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