RoleForge

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AI Tailoring

A new CV per job, grounded in your real evidence.

Pick a role on the RoleForge board, or paste one from anywhere. RoleForge extracts the real requirements, ranks how well your evidence covers them, and writes a tailored CV plus cover letter rooted in your actual experience.

Or browse open roles →
Graduate Trainee, Finance · Kilele Bank
  • Degree in finance, accounting or economicsSupported
  • Excel and basic financial modelsPartial
  • Clear written reportsSupported
  • Internship in bankingMissing

Why partial: Your CV shows Excel from your attachment, but no financial models.

Tailored CV line

Reconciled member accounts in Excel each month during a three-month SACCO attachment, and flagged errors before the month-end close.

Cover letter

During my attachment at Umoja SACCO I reconciled member accounts every month and wrote the weekly repayment summary for the credit manager. I would like to bring that care with numbers to Kilele Bank's graduate programme.

What you can do

Tailored writing, anchored to evidence you've approved.

Grounded, not invented

Every bullet, summary, and cover letter sentence ties back to evidence you've uploaded and approved. The AI rephrases what's already true.

Coverage scoring per requirement

We pull the real requirements from the job description and score each one against your evidence. You see what's strong, what's thin, and what to add before applying.

Cover letters that match the CV

Same evidence, same tone, same target job. The cover letter draft pulls from the same approved pool, so the story stays consistent across documents.

How it works

Four steps from open role to tailored CV.

  1. Step 1

    Pick or paste the job

    Choose a role on the RoleForge board, or paste a URL or the full description. We extract the title, company, location and the underlying requirements.

  2. Step 2

    We score your coverage

    Each requirement gets matched against your approved evidence, with the reason. You see what is supported, partial, not covered or missing at a glance.

  3. Step 3

    Generate and edit

    One click writes a tailored CV plus cover letter, grounded in approved bullets. Every line is editable. You stay in control of the voice.

  4. Step 4

    Track and apply

    Save the tailored version, mark the job Applied, and the tracker follows it from Bookmarked through Accepted, with your tailored CV one click away.

Common questions

What people ask before signing up.

Will my resume sound like me, or obviously AI-generated?

RoleForge proposes wording based on your real experience and the target job. You review, edit, and approve every line. Think of it as a writer who knows ATS systems helping you refine, not a robot writing for you.

How does grounding actually work?

When you upload a resume, we extract structured evidence: bullets, projects, skills, education. You approve what's accurate. The AI is only allowed to draw from your approved evidence pool. It won't invent companies, dates, or numbers.

What if a job needs a skill I don't have?

The coverage panel surfaces unsupported requirements before you generate. You can add evidence, choose to apply anyway and acknowledge the gap, or move on to a better-fit role.

Can I change what it writes?

Yes. Every line of the tailored CV and cover letter is editable before you download it, and nothing is sent anywhere until you apply yourself.

Stop sending the same CV to every job.

Find the role, check your fit, and send a CV written for it from what you have really done. Free to start.