AI activity & learning
Every AI copilot in Continuum, what it does, and where its data comes from. The AI extracts, drafts and suggests — it never invents facts, never auto-verifies, and never decides who gets hired.
The copilots in Continuum
Five assistants, each scoped to one job. "Runs" counts calls logged in the AI request log; the two deterministic engines don't call an external model, so they aren't logged.
Skills & Evidence Mapper
Reads a candidate's CV or pasted text and suggests reviewable evidence items.
Source: the candidate's own CV/survey. They approve, edit or reject each suggestion — nothing is auto-verified.
Role Composer
Helps an employer turn a field + level into draft role requirements and relevant skills.
Source: Atlas (the skills graph) + the employer's choices. The employer always edits and publishes.
Feedback Interpreter
Turns an employer's selected feedback points into a clear draft message for the candidate.
Source: the employer's chosen points. The employer edits before anything is released.
Career Coach
Answers a candidate's questions — terms, what to do next, how to apply.
Source: the candidate's approved evidence + a glossary. Guidance only. (Deterministic engine — not an external model call.)
Growth Planner
Builds 30/60/90-day actions from real gaps between a candidate's evidence and a role.
Source: role requirements vs approved evidence. (Deterministic engine.)
Recent AI requests
Every call a logged copilot makes — which copilot, model, and whether it used the Mock or Live provider. Source: the AI request log (ai_requests).
Learning ledger
What is this? Each time a copilot runs, the system notes the signal it touched (e.g. which EDGE signal) so suggestions can improve over time. It stores signals and features only — never a person's verdict. Source: the AI orchestrator (learning_ledger_events).
Knowledge base versions
What is this? Snapshots of the reference data the copilots read from (glossary, taxonomy prompt), so every suggestion can be traced to a version. Source: the AI knowledge base (knowledge_base_versions).