Definitions

Term Definition
Claims Standardized, structured statements about a role or candidate (e.g., “must have X,” “has done Y,” “prefers Z”), designed to be comparable and computable across many dimensions.
Claim-Based Fit Modeling Natural-language driven process that collects information about roles (from companies) and skills/experience (from candidates), then produces explicit, structured “claims” about requirements, constraints, preferences, and evidence.
Conversational Context Exploration A Q&A interaction where someone interrogates an agent (role or profile) using the modeled claims and authored context; when the system can’t answer confidently, it generates follow-up questions for the author to fill gaps.
Agent (Role / Profile) A public, shareable, AI interface backed by a role or candidate’s modeled claims and context, accessible via a unique URL and continuously improved via clarifying loops.
Context Interrogation The act of asking targeted questions against an agent’s modeled context to resolve ambiguity asynchronously before spending time on live interviews.
Qualified Match Brief Ibby’s standardized, anonymized packet describing a candidate or role, surfacing the most relevant claims and context needed to decide whether to proceed.
Shortlist A small set of qualified Match Briefs (e.g., 3–7) delivered for a specific role, intentionally constrained to avoid volume-driven sifting.
Affirm Interest A deliberate system action indicating intent to proceed on a Match Brief; when both parties affirm, Ibby de-anonymizes and shares contact details to initiate scheduling.
Timing Neutrality The principle that match visibility and outcomes should not depend on who arrived first; candidates are evaluated consistently over time rather than rewarded for speed.
Signal Density A measure of how complete and decision-ready a role or candidate’s structured claims are across key dimensions, enabling reliable matching and filtering.
Role archetype a standardized role category defined by shared evaluation dimensions and a shared candidate supply pool (e.g., “Senior backend/full-stack engineer at post-seed B2B SaaS”), used for liquidity and activation thresholds.