EvalzoBuild with AI · design review
Design proposal · not implemented Prepared 28 Sep 2026 Synthetic sample data

Build with AI for written assessments

A recruiter links a requisition, chooses how much control to take, and gets a draft made of existing library questions to review. The flow extends today's Create written assessment modal and hands off to the existing editor. It never writes new questions and never publishes on its own.

Open the prototype View all screens Read the handoff

Flow map

Every entry point opens the same modal. The proposed work sits between the existing entry points and the existing editor. Select any step to open it in the prototype.

Entry pointsExisting

HomeNew written assessment AssessmentsCreate written assessment RequisitionLink assessment · requisition preselected
Create written assessmentChoose Build with AI or Add manually from library Manual pathEmpty draft · existing validations kept

Build with AIProposed

1 · Job detailsRequisition, job description preview, title
2 · Question setupConfirm the recommended mix, or adjust it in place 2 · Question setup, adjustedCounts and difficulty changed · reset available
Selecting questionsIndeterminate progress · can't be dismissed Saved draftPopulated, status Draft

EditorExisting, with additions

Review questionsSummary, expand, Matches label
ReplaceOne slot, original kept until saved RemoveThis assessment only Add from libraryExcludes selected questions
Save and previewNo answers or hidden tests
PublishExisting, separate action. Outside this design.

RecoveryEach returns to the flow

Requisitions fail to loadTry again · create new Role mapping unclearEdit requisition · add manually Recommendation unavailableTry again · set up manually Partial matchUse these · edit setup · browse No matching questionsEdit setup · browse library Selection unavailableTry again · browse library Request timed outChecking draft status, no duplicate Draft save failedSave again without re-selecting Question became unavailableChoose a replacement Requisition archived mid-flowChoose another, fields kept Replacement failedOriginal kept · try again

Proposed Existing behavior Boundary of this design Recovery state

Deliverables

01Connected flow mapEntry points to the saved draft and the publish boundary. On this page. 02Desktop screensJob details, recommendation, Customize, selecting, draft, expanded question, replace drawer. 03Partial, empty and failure statesPartial and no results in full, compact variants for the rest. 04Mobile and dark mode390px setup and review, plus representative dark states. 05Clickable prototypeRuns in memory with a separate scenario picker for review. 06Component mappingRepository components, how each was checked, and explicit gaps. 07Developer handoffExisting behavior, proposed additions and open dependencies.

Scope

In this design

  • Selecting existing multiple-choice and coding questions from the permitted libraries.
  • Two compact steps in the existing modal, then the existing editor. Step two is a confirmation of the recommended mix.
  • Review, remove, replace and add from library on the draft.
  • Every empty, partial and failure state, each with a next action.

Not in this design

  • Writing new questions or rewriting answers.
  • Open-ended questions, until they are supported end to end.
  • Publishing, candidate delivery, scoring, proctoring and video interviews.
  • Credit estimates, speed claims, confidence scores or the model's name.

Sources and caveats