Key takeaway
Boolean search was designed for librarians, not modern skill-based hiring. When you search for 'Kubernetes,' you miss candidates with deep ECS, Docker, and platform engineering experience who never listed the keyword.
Semantic matching maps role requirements to skill clusters—understanding adjacency, seniority inference, and domain context—while showing recruiters exactly why each candidate ranked where they did.
Explainability builds trust
Every match score in InsyghtAI includes visible skill overlap, gap analysis, and configurable ranking weights. Recruiters can adjust, override, and provide feedback—improving the model while maintaining human accountability.
David Chen
Chief Technology Officer, InsyghtAI
Contributing editorial perspective from the InsyghtAI leadership team.