Use cases
Use case: multi-agent apply pipeline from match to draft email
Run Matcher → Researcher → Writer → Strategist in one workflow when you want outreach without tab hopping.
- job application workflow
- AI apply pipeline
Definition
Definition: The multi-agent apply pipeline use case chains matching, research, and drafting so you approve and send from one workspace.
Quick answers
Short answers to common search queries about this topic.
Does Kyrolane apply on my behalf automatically?
No. You review drafts and send via your SMTP. Kyrolane accelerates research and writing—it never submits applications without your explicit approval.
Human-in-the-loop
Agents produce drafts and recommendations; you approve tone, facts, and send timing.
In-depth guide
Multi-agent apply pipeline use case
This use case chains matching, research, and drafting when you are ready to contact a new high-fit role.
Prerequisites
- Jobs synced and match scores visible.
- SMTP configured for send.
- AI cover letter quota available on your plan (included on platform; no API key setup).
Workflow
- Open AI Copilot and select apply_pipeline.
- Optionally pin one job; otherwise Matcher picks the best unapplied match.
- Review Researcher output for one personalization line.
- Edit Writer preview, then open Emails to send.
- Mark applied in Applications and set follow-up date.
What automation does not do
Kyrolane does not auto-submit ATS forms or send without review. You stay in control of tone, facts, and timing.