Use Cases — HR

Job Description Creator

Automatically generates optimized, inclusive, and market-aligned job descriptions from a brief. Analyzes the role requirements, benchmarks against market standards, removes biased language, and formats for ATS publishing.

Billing unit

Per job description created

Pay only for the value delivered. No upfront cost.

The result

A complete, optimized job description is ready in minutes. It's aligned to current market expectations, free of bias, and formatted for immediate ATS upload — increasing application quality from day one.

The problem

What happens without this agent.

Before

Writing a job description takes an HR manager 1–2 hours, often recycling outdated templates. Descriptions miss key skills, use biased language, and fail to attract the right candidates.

How it works

Step by step: how the Job Description Creator operates.

Every action is logged, auditable, and executed inside your Microsoft 365 environment. Nothing leaves your tenant.

  1. 1

    Hiring manager submits a brief via Teams: role title, department, level, key responsibilities

  2. 2

    Agent analyzes comparable job descriptions and current market benchmarks

  3. 3

    Generates a structured draft: summary, responsibilities, required skills, preferred qualifications

  4. 4

    Applies inclusive language checks and removes gendered or exclusionary phrasing

  5. 5

    Posts draft to HR channel for review with suggested keywords for ATS optimization

  6. 6

    Formats final version for direct upload to ATS or publishing to job boards

Why it matters

Built for your Human Resources team.

The Job Description Creator is designed specifically for Human Resources processes. It connects to your existing systems, works inside your Microsoft 365 environment, and delivers measurable results from day one.

  • Zero upfront cost

    Development is fully covered. You pay only per job description created, starting from the first one the agent handles.

  • Inside your perimeter

    The agent operates entirely within your Microsoft 365 tenant. No data is shared with third-party platforms.

  • Agreed metrics, transparent pricing

    Before deployment, we agree what success looks like and how much each action costs. No surprises.

  • Production-ready in weeks

    We scope, build, and deploy in a structured sprint. Your team sees results within the first billing cycle.

Before vs. After

Without the agent

Writing a job description takes an HR manager 1–2 hours, often recycling outdated templates. Descriptions miss key skills, use biased language, and fail to attract the right candidates.

With the agent

A complete, optimized job description is ready in minutes. It's aligned to current market expectations, free of bias, and formatted for immediate ATS upload — increasing application quality from day one.

FAQ

Common questions about the Job Description Creator.

What does the Job Description Creator do?
Automatically generates optimized, inclusive, and market-aligned job descriptions from a brief. Analyzes the role requirements, benchmarks against market standards, removes biased language, and formats for ATS publishing.
What is the business impact of the Job Description Creator?
A complete, optimized job description is ready in minutes. It's aligned to current market expectations, free of bias, and formatted for immediate ATS upload — increasing application quality from day one.
How is the Job Description Creator deployed?
The Job Description Creator is deployed directly inside your Microsoft 365 environment. It integrates with your existing tools — Teams, SharePoint, your Human Resources systems — through secure MCP connectors. There is zero upfront cost: the agent is built to your specifications and you pay only per job description created.
How much does the Job Description Creator cost?
The Job Description Creator follows theywork365's pay-per-action model: you pay only per job description created, with no upfront development fee. Pricing is agreed before deployment based on your expected usage volume. This means the ROI is calculable from day one.

Ready to deploy the Job Description Creator?

Talk to an expert. We'll scope the agent to your exact processes in one call — no commitment required.

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