The engines under the hood.

The Career OS is a modular AI system. Each capability is a distinct engine with its own inputs, prompts, and evaluation. This page is the map.

Resume Intelligence

Ingests your uploaded PDF/DOCX, extracts structure and content, and evaluates skills, format and impact language. Combines LLM analysis with deterministic keyword coverage.

ATS Intelligence

Fully deterministic. Given your resume + a target job description, it emits a 0–100 score plus explainable sub-scores. Every point is traceable to a rule.

Career Intelligence

Given your profile and goals, composes a 5-year roadmap, next milestones, and skill gaps. Uses market data + heuristic milestone patterns for the role family.

Interview Intelligence

Question generator conditioned on your resume + target role. Answer evaluator scores across 9 rubrics (STAR, Comms, Depth, Impact, and 5 more). Every score is explainable.

Application Intelligence

Tracks the 13-stage pipeline, suggests follow-up timing, and detects state transitions from your notes.

Offer Intelligence

Compares your offer to public market data and negotiation heuristics. Produces a plain-English negotiation brief.

Evaluation

Every engine has a nightly evaluation suite against golden inputs. Regressions are surfaced in an internal dashboard before shipping.