PatchWork
A 5-pass dedup pipeline to merge N resumes into one profile
Last verified:
What is PatchWork?
PatchWork is an AI-powered resume builder that creates tailored resumes from your complete career history. Instead of requiring you to select a base resume for each application, PatchWork builds a master profile by merging your old resumes, cover letters, and LinkedIn PDF into one comprehensive record. Once your profile is set up, generating a new resume is as simple as pasting a job description and clicking a button.
Key features include Fact-First architecture that prevents AI hallucinations by never inventing experience, flagging any suggested additions that aren't explicitly in your profile for your review with source citations. The tool deduplicates roles across documents, captures your strongest accomplishments and metrics, and assembles a single master profile of your complete career history. It offers encrypted storage, never sells data to third parties or recruiters, does not use your data to train public AI models, and allows full export or deletion of your account at any time.
PatchWork is designed for job seekers who want to apply to multiple positions without manually rewriting their resume each time. It's ideal for professionals with multiple resume versions scattered across files, those who need to tailor resumes for different roles quickly, and anyone frustrated with AI tools that hallucinate experience. The setup takes under five minutes, and each resume after setup takes less than 30 seconds to generate.
PatchWork pricing
Pricing model: Freemium
Free — $0: Profile build (one-time), 1 tailored resume, AI edits included. Stitch — $13/month: 5 tailored resumes per month, 3 AI edits per resume, 1 profile build, interview prep included. Knit — $25/month: 10 tailored resumes per month, 5 AI edits per resume, 3 profile builds, interview prep included. Weave — $49/month: 20 tailored resumes per month, 10 AI edits per resume, 5 profile builds, full toolkit with maximum runway. No credit card required to start the free tier.
PatchWork pros
- Builds master profile from multiple old resumes and LinkedIn PDF
- Generates tailored resumes in under 30 seconds after setup
- Fact-First architecture prevents AI from hallucinating experience
- Flags suggested additions with source citations for review
- Deduplicates roles across all uploaded documents automatically
- Captures strongest accomplishments and metrics from career history
- Encrypted data storage with no third-party selling
- No personal data used to train public AI models
- Full export or account deletion available at any time
- No credit card required to start using the free tier
- Profile setup completed in under five minutes
- AI edits included in all pricing tiers
- Interview prep included in paid plans
- Multiple profile builds allowed on paid plans
- Living record updates as career history changes
PatchWork cons
- Free tier limited to only 1 tailored resume
- Requires uploading LinkedIn PDF separately (no direct import)
- Multiple profile builds only available on paid plans
- AI edits per resume capped based on plan tier
- No mention of resume template customization options
- No cover letter generation mentioned
- No job board integration or application tracking
- Monthly subscription required for ongoing job searches
Frequently asked questions about PatchWork
How does PatchWork differ from other AI resume tools?
Other AI resume tools require you to select a base resume for every application and can only work with text from that one file. If you choose the wrong starting point, the AI cannot fill in what's missing. PatchWork builds your resume from scratch using your complete master profile derived from all your uploaded documents, not a single document. The AI pulls from your entire career history and finds the strongest version of your experience for each specific role.
Will PatchWork invent experience or hallucinate accomplishments?
No. PatchWork uses Fact-First architecture that never invents experience. If the AI suggests a skill or accomplishment that isn't explicitly in your profile, it flags it for your review. Every flagged item comes with a source citation, such as 'Fact Check: This metric was found in your 2021 internal promo doc.' You can approve or dismiss each suggested addition.
How long does it take to set up PatchWork?
Most PatchWork profiles are ready in under five minutes. The breakdown is approximately 2 minutes for uploading documents, less than 1 minute for profile building, about 2 minutes for review, and then less than 30 seconds per resume after setup is complete.
What documents should I upload to PatchWork?
Upload your existing resumes, cover letters, and LinkedIn PDF. Multiple versions are fine. The more documents you give PatchWork, the more complete your master profile will be. PatchWork reads across every document you uploaded, deduplicates roles, and captures your strongest accomplishments and metrics.
How do I generate a resume for a specific job?
Enter a job title, company, and paste the job description into PatchWork. The system generates a complete, optimized resume from your master profile in the background. When it's ready, you're notified and can download the resume to apply.
Is my data secure with PatchWork?
Yes. Your career history is encrypted at rest and never sold to third parties or recruiters. PatchWork does not use your personal data or resumes to train public AI models. You can export your master profile or delete your entire account and data at any time.
What happens after I set up my profile?
After setup, you never revisit your profile unless your career history changes. Every resume from that point costs you just a job description and a click. Your profile becomes a living record of every win and metric from your career.
How many resumes can I generate per month?
It depends on your plan. The Free tier includes 1 tailored resume. Stitch ($13/month) includes 5 tailored resumes per month. Knit ($25/month) includes 10 tailored resumes per month. Weave ($49/month) includes 20 tailored resumes per month.
What are AI edits and how many do I get?
AI edits allow you to modify your generated resume using AI assistance. The Free tier includes AI edits without a specified cap. Stitch includes 3 AI edits per resume. Knit includes 5 AI edits per resume. Weave includes 10 AI edits per resume.
Do I need a credit card to start using PatchWork?
No credit card is required to start. You can begin with the Free tier to see what PatchWork can do, which includes one-time profile build and 1 tailored resume with AI edits included.