Custom AI agent · HR
AI Job Description Writing Agent
Write clearer role briefs that hiring teams can actually use.
Turn approved role intake into clear, reviewable job descriptions without inventing requirements or employment promises.
- Less time turning scattered intake notes into a coherent role brief
- More consistent connection between responsibilities, outcomes, skills, and interview signals
- A reviewable draft that keeps compensation, compliance, and hiring decisions with people
Starting at $300 USD/month
Starting price is $300 USD/month for a tailored solution. Your final proposal defines the scope, deliverables and payment terms. Additional integrations, usage, hosting and ongoing support are scoped and priced before work begins.
What is an AI job description writing agent?
An AI job description writing agent helps recruiting and hiring teams turn approved role intake, organizational context, and hiring criteria into clear, inclusive, and reviewable job description drafts. It can organize responsibilities, outcomes, qualifications, working context, interview signals, and candidate-facing language while identifying missing or contradictory inputs. Tranki configures the workflow around your role architecture, leveling framework, location policy, compensation disclosure requirements, accessibility language, approval chain, tone, and publishing channels. The agent drafts and checks content; it does not invent a role, decide whether a candidate is qualified, set compensation without authorization, guarantee compliance, or replace a hiring manager or legal review.
What it can draft
Structure a role brief
Turn approved intake notes into a coherent draft covering purpose, responsibilities, outcomes, reporting context, work arrangement, required skills, and preferred experience.
Align language to the role
Compare responsibilities and qualifications with configured level, discipline, competency, and terminology guidance while flagging vague, duplicated, or unsupported requirements.
Improve candidate clarity
Suggest plain-language revisions, scannable sections, realistic expectations, accessibility-aware wording, and transparent next-step information for human review.
Prepare publishing variants
Adapt an approved draft to configured ATS, careers-site, internal approval, or recruiting-channel formats without changing the authorized meaning or adding unverified claims.
Where it can help
New role intake
Convert hiring-manager notes, role outcomes, team context, and approved level guidance into a reviewable first draft.
Role refresh
Update an existing description when responsibilities, reporting lines, work arrangement, or required skills change while keeping the revision trail clear.
Multi-channel publishing
Prepare consistent versions for an ATS, careers page, internal approval packet, or recruiting partner after the authorized draft is approved.
How it works
A step-by-step workflow your team can review before launch.
1. Capture the approved brief
Tranki maps the role purpose, outcomes, responsibilities, level, team context, location, work arrangement, requirements, compensation policy, and reviewers.
2. Draft and check the language
The agent assembles a role-specific draft, checks for missing or conflicting inputs, and separates source-backed statements from suggested wording.
3. Review with hiring owners
Recruiting and hiring stakeholders inspect responsibilities, requirements, level, accessibility, compensation, privacy, and compliance considerations before approval.
4. Publish the approved version
The agent formats the authorized content for selected channels, preserves the version record, and routes later changes through the configured review process.
Built around your business
What we configure
- role families, levels, competency framework, intake fields, responsibility and outcome templates, required versus preferred criteria, location, work arrangement, compensation disclosure, and approval chain
- brand voice, inclusive-language guidance, accessibility wording, legal review flags, channel formats, versioning, change logs, languages, retention, and permissions
- connections to approved HRIS, ATS, document, careers-site, compensation, collaboration, and recruiting systems using least-privilege access
What we need from you
- approved role intake, team and reporting context, level or role-family guidance, responsibilities, outcomes, location, work arrangement, required and preferred qualifications, and named reviewers
- current policy for compensation disclosure, accessibility, privacy, approvals, publishing, retention, and permitted source systems
- representative clear, incomplete, contradictory, regulated, location-specific, seniority-sensitive, and revision cases for testing
Clear boundaries before launch
What it will not do
The agent does not create a role without authorization, set compensation, promise employment conditions, screen or rank candidates, infer protected characteristics, guarantee legal compliance, or decide whether a qualification is necessary without human ownership. It should not add unsupported requirements, disguise a preference as a requirement, expose confidential organizational plans, copy personal information into a public posting, or publish without the configured approval. Employment, accessibility, discrimination, compensation, legal, and sensitive workforce matters require appropriate human review.
How success is measured
Track draft acceptance and correction rates, time from intake to approved description, unsupported-claim detection, required-versus-preferred clarity, level alignment, accessibility and inclusive-language review outcomes, channel consistency, revision cycles, and publishing errors. Periodically sample drafts against approved intake and review whether suggestions introduce bias, ambiguity, hidden requirements, or unverified promises.
Frequently asked questions
What does an AI job description writing agent do?
It turns approved role information into a structured, reviewable job description draft and can prepare authorized versions for selected publishing channels.
Can it invent responsibilities or qualifications?
It should not. The workflow can suggest wording or flag gaps, but responsibilities, requirements, level, and employment terms must come from authorized human inputs.
Can it make job descriptions more inclusive?
It can apply configured plain-language and inclusive-writing guidance and flag potential issues, but recruiting, accessibility, and legal owners remain responsible for the final review.
Does it set salary or compensation ranges?
No. It can format an approved range or disclosure policy when provided, but it does not determine compensation.
Can it update an existing job description?
Yes, when the source version and authorized changes are supplied. It can show the revised draft and preserve a reviewable change trail.
Can it publish directly to an ATS or careers site?
Only if that action is included in the approved integration scope and the configured review and publishing permissions allow it.
What is included in the $300/month starting price?
The starting price covers a scoped, tailored solution. The final proposal defines the role sources, drafting rules, integrations, usage, support, deliverables, and payment terms.
