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SaaS PlatformApplied AI / SaaS

StructuredCV

Truth-Bound AI Resume Tailoring — strictly uses verified experience with zero invented skills

Read the full case study

Key Facts & Overview

StructuredCV is a privacy-first AI resume tailoring SaaS built on strict fact-boundary verification. Candidates build a reusable Fact Bank once by importing past resumes or LinkedIn profiles; when provided with a target job description, the platform selects, rewrites, and balances bullets to match real job keywords while strictly prohibiting invented credentials or hallucinated tools. All user resume data remains locally in the browser.

  • ›Truth-first design: any hallucinated tool not in the candidate's Fact Bank is automatically rejected.
  • ›Zero server storage: personal career history and contact details stay 100% in the user's browser.
  • ›ATS-parseable output: exports text-based vector PDFs that parse seamlessly into Greenhouse, Lever, and Workday.
  • ›Free BYOK tier enables unlimited tailoring on users' own free API keys.

Core Architectural Features

Strict Fact Bank boundary system that prevents AI hallucination and fake skills
Browser-local storage: resumes and career data never persist on company servers
Transparent keyword coverage analyzer tracking actual requirements vs candidate gaps
Bring-Your-Own-Key (BYOK) support for OpenRouter, Google Gemini, Groq, Anthropic & OpenAI
Multi-format export engine: clean ATS-parseable PDF, DOCX, and LaTeX
Automated cover letter generator tailored to target job requirements
Full job application Kanban pipeline with status tracking

Resources & Repositories