Matchflo is an AI-powered resume tailoring application designed for macOS. It leverages on-device Apple Intelligence to meticulously analyze your resume against any job description, providing a comprehensive ATS compatibility score. The application offers actionable optimization tips to enhance your resume's effectiveness.

• On-Device Apple Intelligence: Utilizes Foundation Models and contextual embeddings for private, local analysis of your resume against job requirements.
• ATS Compatibility Scoring: Receive an instant compatibility percentage and a detailed breakdown of how well your resume matches each job requirement.
• AI-Generated Optimization Tips: Get intelligent suggestions to improve your resume's alignment with job descriptions.
• Match Matrix: A detailed table scoring each job requirement with color-coded status (Strong/Gap) and relevance indicators.
• 100% Privacy: All processing is performed locally on your Mac, ensuring your data never leaves your device.
• URL Scraping: Easily extract job descriptions by pasting any job posting URL.
• Pro Features: Includes a Cover Letter Builder, ATS Dashboard, and advanced optimization suggestions for enhanced job application support.

Matchflo's core intelligence is built on Apple's on-device frameworks, including FoundationModels for structured extraction, NLEmbedding for semantic vectors, vDSP from Accelerate for cosine similarity, and NLTagger for lemma-based normalization. This ensures native performance optimization without relying on cloud services or API keys.

The application follows a four-step process: 1. Enter Job Description: Paste a job posting, and Matchflo extracts key requirements using on-device Natural Language Processing. 2. Review & Confirm Key Points: Verify and edit the extracted requirements. 3. Import Your Resume: Paste your resume text to see how your experience aligns with each requirement. 4. Analyze & Optimize: View your ATS score, identify gaps, and utilize Pro features for further refinement.

Matchflo offers a free version with core ATS matching capabilities and a Pro version with additional features like the Cover Letter Builder and advanced AI suggestions, available as a one-time purchase.