01 · Positioning
How the product takes on the work
AI JobPilot brings role discovery, fit analysis, editable messaging, and pre-send approval into one workflow.
People see the reasoning and risks before choosing whether to continue; automation does not replace their decision.
02 · Context
The problem and the people
Why it needs to exist
Roles are scattered across platforms, while fit analysis, outreach copy, and application records often live in separate places.
Who it is for
Job seekers who want one place for role discovery, fit analysis, outreach copy, and application records.
03 · Core flow
Core workflow
Four key views trace the complete path from entering the product to handling the work and confirming the outcome.
- 01
Application workspace
Keep pending reviews, completed applications, and missing information in one legible queue.
- 02
Role scanning
Collect roles with their sources without treating discovery as permission to apply.
- 03
Fit analysis
Place evidence, capability gaps, and human-review risks side by side.
- 04
Application approval
Edit outreach copy and attachments, then perform a final human review before sending.
04 · Product views
Four views of how the product works
All four views stay visible in a masonry gallery. Open any card for a larger view and continue with the arrow keys.
Application workspace
Keep pending reviews, completed applications, and missing information in one legible queue.
Role scanning
Collect roles with their sources without treating discovery as permission to apply.
Fit analysis
Place evidence, capability gaps, and human-review risks side by side.
Application approval
Edit outreach copy and attachments, then perform a final human review before sending.
05 · Decisions
Three product decisions
- 01
Approval is part of the flow
Scanning, analysis, messaging, and application each pause while the information is still editable.
- 02
Fit must be explainable
Skills, gaps, and risks sit beside the score so a model opinion is never presented as objective fact.
- 03
Platforms stay isolated
Support and live validation are stated per platform instead of borrowing evidence from another integration.
06 · Current state
What is complete—and what is not
The local workspace and approval gates are implemented; real-platform compatibility still needs per-platform validation.
What the product changes
People see the reasoning and risks before choosing whether to continue; automation does not replace their decision.
Source and implementation
Source links are listed above; public screens still use synthetic or redacted data only.
Portfolio boundary
This site shows redacted interfaces and product logic only. It never connects to source databases or performs real publishing, applications, sending, or payments.
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