Job description studio

01The offer

For HR consultants supporting small employers, turn manager interviews, task examples and approved role requirements into approved job description and role brief. Address the recurring problem: job advertisements poorly describe actual work. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.

For

HR consultants supporting small employers

Takes in

Manager interviews, task examples and approved role requirements

Delivers

Approved job description and role brief

Message

Job description studio for HR consultants supporting small employers. Starts from real work and outcomes rather than generic job templates. Demonstrate the claim through a role clarity rewrite from a manager interview.

Lead magnet

A role clarity rewrite from a manager interview

02How it works

1. Extract responsibilities
2. Separate essentials from preferences
3. Draft clear outcomes
4. Check inconsistent requirements
5. Adapt publication formats
6. Record approvals

Workflow

Collect a structured brief and source material, identify unanswered questions, approve an outline, generate a draft, verify claims, gather reviewer edits, approve a final version and export the agreed formats. Start with manager interviews, task examples and approved role requirements and finish with approved job description and role brief.

AI and people

Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.

Screens

Key screens: Role discovery, description editor, approval view. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is role discovery, followed by description editor and approval view.

Admin

Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.

03Market gap

Alternatives buyers use today

Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: starts from real work and outcomes rather than generic job templates. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Where this wins

Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this solution, build around starts from real work and outcomes rather than generic job templates. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.

04Why now

Human Resources teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: job advertisements poorly describe actual work.

05Proof & signals

Channels where buyers gather: HR consultancy communities. Metrics that prove it works: Manager acceptance, application relevance.

Paid pilot

Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this solution, use manager interviews, task examples and approved role requirements and evaluate approved job description and role brief. Agree success thresholds with the buyer before starting; collect a baseline for manager acceptance, application relevance. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

06Execution plan

MVP

Begin with HR consultants supporting small employers and one recurring use case. Build the first two modules: extract responsibilities; separate essentials from preferences. Provide operator assistance for the third module: draft clear outcomes. Deliver approved job description and role brief through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.

First 30 days

Week 1: interview five prospective buyers in this segment: HR consultants supporting small employers. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a role clarity rewrite from a manager interview. Week 3: present it through HR consultancy communities and seek one narrowly scoped paid pilot. Week 4: review manager acceptance, application relevance, total delivery effort and a concrete renewal decision before increasing scope.

After the pilot

After paid pilots establish value, automate the remaining modules: check inconsistent requirements; adapt publication formats; record approvals. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.

Retention

Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.

Integrations

Approved HR documents, employee directories and learning records. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.

07Investment and running costs

Revenue model to test

Test USD 400-1,500 for a tightly scoped initial content package. Convert repeated work to a monthly retainer with explicit deliverable and revision limits. Specialist review and substantial research are separately scoped. Prices are hypotheses.

Cost drivers

Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.

Safeguards

Keep employee data access explicit and confidential. Use human judgment for personnel decisions and do not infer protected traits or hidden personal characteristics. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.