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Applicant Matching Automation

Applicant Matching Automation compares every incoming application with the requirements of a job description – objective, secure and fully integrated into Microsoft 365. PromptingBirds implements the entire workflow end-to-end, ensures compliant data handling and enables your HR team to work with real clarity and speed.

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  • Definition

What is Applicant Matching Automation?

Applicant Matching Automation is an AI-supported workflow that automatically analyzes CVs and cover letters and compares them with a defined job profile. The system extracts skills, calculates a clear matching score and generates a concise strengths/risks summary. Your company gains speed, consistency and transparency without adding extra tools or manual reading effort.

  • Opportunities

Which opportunities Applicant Matching Automation unlocks

100% of incoming applications screened automatically instead of manual sampling
Prioritized shortlists delivered within seconds
Skill-based matching ensures more objective first-round assessment
Full workflow transparency for HR, hiring managers and compliance teams
  • Process

How does Applicant Matching Automation work?

1
Application received
automatic trigger
2
AI extraction
skills & content
3
Matching
score & analysis
4
Delivery
notification in Teams
5
Human review
final decision
6
Storage
secure & compliant

Result

The entire screening process runs quietly in the background and provides HR with structured, actionable insights for every new application.

  • Business Value

Benefits for companys

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More speed
shorter response & interview cycles
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Objective selection
clear and consistent criteria
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Less workload
meaningful relief for HR teams
  • Impact

Business Impact

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70% less screening time
AI reduces evaluation effort from 15 minutes to around 2 minutes per CV.
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unlimited applications processed per year
Easily scalable without hiring additional HR staff.
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€15,000 annual savings
Derived from reduced manual effort and faster qualification cycles.
  • Security & Compliance

Security & Compliance

All processing runs exclusively in your own Microsoft tenant.
Optional anonymization available to reduce bias.
Fully auditable workflow steps and logs.
Automated deletion rules aligned with retention policies.
  • Author

Who built this automation?

Andreas Maring – Senior AI Product Manager at PromptingBirds
He combines strategic product thinking with hands-on delivery of enterprise-ready AI automations.
“An effective workflow doesn’t feel automated — it just works. AI makes that possible: less friction, more focus, better results.”
  • AI Workflows

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  • Answers

FAQs

1
How does Applicant Matching Automation work?
The workflow reads incoming applications, extracts relevant skills and compares them with the job description. It produces a clear matching score and summary for HR. Recruiters receive the results directly in Teams and always make the final decision.
2
Does this solution replace recruiters?
No. The automation supports the initial screening only. Final evaluation remains fully human, ensuring legal compliance and trust in the process.
3
Which data sources are supported?
Email inboxes, upload forms, SharePoint folders or Dataverse. All data stays inside the company tenant without external sharing.
4
How fast can this automation be implemented?
Depending on your setup, installation typically takes a few days to a few weeks. PromptingBirds handles setup, testing, rollout and training.
5
How is bias reduced?
Applications can be anonymized before analysis, and all final decisions remain with humans, not the AI.
6
Can it match applications to multiple job profiles?
Yes. The workflow can be configured for different roles, departments or locations.
7
Is this automation compatible with Microsoft 365?
Fully. It integrates seamlessly with Outlook, SharePoint, Dataverse and Microsoft Teams while running securely in your tenant.